Journal Contents: International Journal of Swarm Intelligence Research (IJSIR)

View the International Journal of Swarm Intelligence Research (IJSIR) home page for complete details.
Volume 16 (2025)
Issue 1
Article
Swarm Intelligence-Enhanced Detection of Small Objects Using Key Point-Driven YOLO (pages 1-20)
Shaolong Han (Hebei Baisha Tobacco Co., Ltd., China), Shangrong Wang (Hebei Baisha Tobacco Co., Ltd., China), Wenqi Liu (Hebei Baisha Tobacco Co., Ltd., China), YongQiang Gu (Hebei Baisha Tobacco Co., Ltd., China), Yujie Zhang (Hebei Baisha Tobacco Co., Ltd., China)
Article
Color Restoration Method of Art Images Based on Perceptual Network and Oriented to Serial Data Application in Wireless Systems (pages 1-16)
Weijun Ye (Huanghuai University, China), Bingyang Wang (Henan University of Technology, China)
Article
Lightning Risk Assessment for Overhead Power Lines Using Enhanced PSO and SVL (pages 1-24)
Guang Yang (School of Mechanical and Electrical Engineering, Henan Industry and Trade Vocational College, Zhengzhou, China)
Volume 15 (2024)
Issue 1
Article
A Passenger Flow Prediction Method Using SAE-GCN-BiLSTM for Urban Rail Transit (pages 1-21)
Fan Liu (School of Management, Zhengzhou University of Economics and Business, China)
Article
Optimizing Batch Time Allocation in Tobacco Shred Production Through Smart Scheduling (pages 1-14)
Huan Yang (Hebei Baisha Tobacco Co., Ltd., China), Shangrong Wang (Hebei Baisha Tobacco Co., Ltd., China), YongQiang Gu (Hebei Baisha Tobacco Co., Ltd., China)
Article
A Survey on Manta Ray Foraging Optimization Algorithm of Variants and Applications (pages 1-29)
Yangyang Zheng (Zhejiang Normal University, China), Leyi Wang (Zhejiang Normal University, China), Jialing Hu (Zhejiang Normal University, China), Zhaolong Ouyang (Zhejiang Normal University, China), Donglin Zhu (Zhejiang Normal University, China), Xuhua Zhao (Zhejiang Guangsha Vocational and Technical University of Construction, China)
Article
A Fault Recovery Method for Distribution Networks With Distributed Power Sources Based on 5G Smart Terminal (pages 1-17)
Qingrui Guo (State Grid Xinjiang Electric Power Research Institute, China), Alimire Maimaiti Tuxun (State Grid Kashi Electric Power Supply Company, China)
Article
Paradox-Free Data Analysis in Numerical Comparisons of Optimization Algorithms: A Review and Case Study (pages 1-22)
Yunchao Zhi (Dongguan University of Technology, Dongguan, China), Qunfeng Liu (Dongguan University of Technology, Dongguan, China), Yuan Yan (University of Electronic Science and Technology of China, Shenzhen, China), Yunpeng Jing (Dongguan University of Technology, Dongguan, China)
Article
Article
Efficient Scheduling of Energy-Constrained Tasks in Internet of Things Edge Computing Networks (pages 1-17)
Shaolei Chen (State Grid Sichuan Electric Power Company, China), Hanyuan Tang (State Grid Panzhihua Electric Power Supply Company, China), Min Zhao (State Grid Sichuan Information Communication Company, China), Yu Chen (State Grid Yibin Electric Power Supply Company, China), Xin Yang (State Grid Yibin Electric Power Supply Company, China), Kejue Hu (State Grid Tianfuxinqu Electric Power Supply Company, China)
Article
A Block-Wised and Sparsely-Connected ANN for the Prediction of Human Joint Moment Based on the Improved Hill Musculoskeletal Model (pages 1-23)
Baoping Xiong (Fujian University of Technology, China), Hui Zeng (Fujian University of Technology, China), Zhenhua Gan (Fujian University of Technology, China), Yong Xu (Xiamen Key Laboratory of Intelligent Fishery, China)
Article
An Improved Multi-Objective Brain Storm Optimization Algorithm for Hybrid Microgrid Dispatch (pages 1-21)
Kai Zhang (CHN Energy Xinjiangganquanpu Comprehensive Energy Co., Ltd., China), Zi Tang (CHN Energy Xinjiangganquanpu Comprehensive Energy Co., Ltd., China)
Article
Deep Reinforcement Learning-Based Automated Network Selection in Heterogenous CRNs (pages 1-16)
Jiang Xie (State Grid Yibin Electric Power Supply Company, China), Jing Zhang (State Grid Yibin Electric Power Supply Company, China), Xiangcheng He (State Grid Yibin Electric Power Supply Company, China), Shaolei Chen (State Grid Sichuan Electric Power Company, China), Tai Zhang (State Grid Sichuan Electric Power Research Institute, China), Jing Zhao (State Grid Sichuan Electric Power Company, China)
Article
A Fitness Distance Correlation-Based Adaptive Differential Evolution for Nonlinear Equations Systems (pages 1-22)
Xiaowang Hu (Hubei University of Arts and Science, China), Bin Ning (Hubei University of Arts and Science, China), Jicheng Wu (China Fire and Rescue Institute, China), Qiong Gu (Hubei University of Arts and Science, China), Bojun Cai (Hubei University of Arts and Science, China)
Article
Comparative Study of Wolf Pack Algorithm and Artificial Bee Colony Algorithm: Performance Analysis and Optimization Exploration (pages 1-24)
Qiang Peng (Engineering University of PAP, China), Renjun Zhan (Engineering University of PAP, China), Husheng Wu (Engineering University of PAP, China), Meimei Shi (Engineering University of PAP, China)
Article
High-Definition Garden Plant Images Threshold Segmentation Mechanism Based on PSO and DRL (pages 1-17)
Shi Ji (Taizhou University, China), Tianlu Xi (LuXun Academy of Fine Arts, China), Xingchen Fan (Jeonju University, South Korea)
Article
A Dual Transformer-Based Deep Learning Model for Passenger Anomaly Behavior Detection in Elevator Cabs (pages 1-14)
Yijin Ji (Special Equipment Safety Supervision Inspection Institute of Jiangsu Province, China), Haoxiang Sun (Special Equipment Safety Supervision Inspection Institute of Jiangsu Province, China), Benlian Xu (Suzhou University of Science and Technology, China), Mingli Lu (Changshu Institute of Technology, China), Xu Zhou (Changshu Institute of Technology, China), Jian Shi (Changshu Institute of Technology, China)
Article
A Two-Stage Robust Optimization for Reliable Logistics Network Design via Evolutionary Computation (pages 1-26)
Junqi He (Northeastern University, China), Dongsheng Yang (Northeastern University, China), Xin Wang (Northeastern University, China)
Article
Using Deep Learning and Swarm Intelligence to Achieve Personalized English-Speaking Education (pages 1-15)
Yang Liu (Huanghe Science and Technology University, China)
Article
A Signal Filtering Method for Magnetic Flux Leakage Detection of Rail Surface Defects Based on Minimum Entropy Deconvolution (pages 1-11)
Jing Liu (Jinling Institute of Technology, China), Shoubao Su (Jinling Institute of Technology, China), Haifeng Guo (Jinling Institute of Technology, China), Yuhua Lu (Jinling Institute of Technology, China), Yuexia Chen (Jinling Institute of Technology, China)
Article
A Novel Hybrid Binary Bat Algorithm for Global Optimization (pages 1-29)
Huijun Liang (Hubei Minzu University, China), Aokang Pang (Hubei Minzu University, China), Chenhao Lin (Hubei Minzu University, China), Jianwei Zhong (Hubei Minzu University, China)
Volume 14 (2023)
Issue 1
Article
Sine-Cosine Algorithm for the Dynamic Economic Dispatch Problem With the Valve-Point Loading Effect (pages 1-15)
Jatin Soni (Nirma University, India), Kuntal Bhattacharjee (Nirma University, India)
Article
Dynamic Robust Particle Swarm Optimization Algorithm Based on Hybrid Strategy (pages 1-14)
Jian Zeng (Guilin Power Supply Bureau of Guangxi Power Grid Company, China), Xiaoyong Yu (Electric Power Science Research Institute of Guangxi Power Grid Company, China), Guoyan Yang (Guilin Power Supply Bureau of Guangxi Power Grid Company, China), Haitao Gui (Guilin Power Supply Bureau of Guangxi Power Grid Company, China)
Article
Nature-Inspired Algorithms for Energy Management Systems: A Review (pages 1-16)
Meera P. S. (School of Electrical Engineering, Vellore Institute of Technology, Chennai, India), Lavanya V. (School of Electrical Engineering, Vellore Institute of Technology, Chennai, India)
Article
Multi-Objective Binary Whale Optimization-Based Virtual Machine Allocation in Cloud Environments (pages 1-23)
Ankita Srivastava (Babasaheb Bhimrao Ambedkar University, India), Narander Kumar (Babasaheb Bhimrao Ambedkar University, India)
Article
Research on Electric Load Forecasting and User Benefit Maximization Under Demand-Side Response (pages 1-20)
Wenna Zhao (State Grid Shanxi Electric Power Company, China), Guoxing Mu (State Grid Shanxi Electric Power Company, China), Yanfang Zhu (State Grid Shanxi Electric Power Company, China), Limei Xu (State Grid Shanxi Electric Power Company, China), Deliang Zhang (Beijing QU Creative Technology Co., Ltd., China), Hongwei Huang (Beijing QU Creative Technology Co., Ltd., China)
Article
Multi-Objective Optimization Model and Hierarchical Attention Networks for Mutation Testing (pages 1-23)
Shounak Rushikesh Sugave (Dr. Vishwanath Karad MIT World Peace University, Pune, India), Yogesh R. Kulkarni (Dr. Vishwanath Karad MIT World Peace University, Pune, India), Balaso (Dr. Vishwanath Karad MIT World Peace University, Pune, India)
Article
CT Image Detection of Pulmonary Tuberculosis Based on the Improved Strategy YOLOv5 (pages 1-12)
Jing Liu (Beijing Chest Hospital, Capital Medical University, China & The Fifth People's Hospital of Suzhou, China), Haojie Xie (Changshu Institute of Technology, China), Mingli Lu (Changshu Institute of Technology, China), Ye Li (Beijing Chest Hospital, Capital Medical University, China), Bing Wang (Beijing Chest Hospital, Capital Medical University, China), Zhaogang Sun (Beijing Tuberculosis and Thoracic Tumor Research Institute, China), Wei He (Beijing Chest Hospital, Capital Medical University, China), Limin Wen (Infectious Disease Hospital of Heilongjiang Province, China), Dailun Hou (Beijing Chest Hospital, Capital Medical University, China)
Article
Learning Sparrow Algorithm With Non-Uniform Search for Global Optimization (pages 1-31)
Yifu Chen (School of Information Engineering, Jiangxi University of Science and Technology, Ganzhou, China), Jun Li (School of Artificial Intelligence, Jiangxi University of Applied Science, Nanchang, China), Lin Zhang (School of Software Engineering, Jiangxi University of Science and Technology, Nanchang, China)
Article
Artificial Electric Field Algorithm Applied to the Economic Load Dispatch Problem With Valve Point Loading Effect: AEFA Applied to ELD With VPLE (pages 1-23)
Kathan Shah (Nirma University, India), Jatin Soni (Nirma University, India), Kuntal Bhattacharjee (Nirma University, India)
Article
Very Large-Scale Integration Floor Planning on FIR and Lattice Filters Design With Multi-Objective Hybrid Optimization (pages 1-26)
Pushpalatha Pondreti (Jawaharlal Nehru Technological University, India), Babulu Kaparapu (Jawaharlal Nehru Technological University, India)
Article
An Optimal Neural Network for Hourly and Daily Energy Consumption Prediction in Buildings (pages 1-13)
Fazli Wahid (Universiti Tun Hussein Onn, Malaysia), Rozaida Ghazali (Universiti Tun Hussein Onn, Malaysia), Lokman Hakim Ismail (Universiti Tun Hussein Onn, Malaysia), Ali M. Algarwi Aseere (College of Computer Science, King Khalid University, Abha, Saudi Arabia)
Article
Breast Cancer Classification With Microarray Gene Expression Data Based on Improved Whale Optimization Algorithm (pages 1-21)
S. Sathiya Devi (University College of Engineering, Bharathidasan Institute of Technology, Trichy, India), Prithiviraj K. (University College of Engineering, Bharathidasan Institute of Technology, Trichy, India)
Article
A Review on Convergence Analysis of Particle Swarm Optimization (pages 1-34)
Dereje Tarekegn (Adama Science and Technology University, Ethiopia), Surafel Tilahun (Addis Ababa Science and Technology University, Ethiopia), Tekle Gemechu (Adama Science and Technology University, Ethiopia)
Issue 2
Article
Remote Sensing Image Segmentation Based on a Novel Gaussian Mixture Model and SURF Algorithm (pages 1-15)
Shoulin Yin (College of Information and Communication Engineering, Harbin Engineering University, Harbin, China), Liguo Wang (College of Information and Communications Engineering, Dalian Minzu University, Dalian, China), Qunming Wang (College of Surveying and Geo-Informatics, Tongji University, Shanghai, China), Jinghui Yang (School of Information Engineering, China University of Geosciences, Beijing, China), Man Jiang (Liaoning Vocational Technical College of Modern Service, China)
Article
A Multi-Feature Fusion Model Based on Denoising Convolutional Neural Network and Attention Mechanism for Image Classification (pages 1-15)
Jingsi Zhang (Faculty of Robot Science and Engineering, Northeastern University, Shenyang, Northeastern University, China), Xiaosheng Yu (Faculty of Robot Science and Engineering, Northeastern University, Shenyang, Northeastern University, China), Xiaoliang Lei (Faculty of Robot Science and Engineering, Northeastern University, Shenyang, Northeastern University, China), Chengdong Wu (Faculty of Robot Science and Engineering, Northeastern University, Shenyang, Northeastern University, China)
Issue 3
Article
A Many-Objective Evolutionary Algorithm Based on Non-Linear Dominance (pages 1-24)
Zhibin Zhou (Shaanxi Normal University, China), Cai Dai (Shaanxi Normal University, China), Xingsi Xue (Fujian University of Technology, China)
Volume 13 (2022)
Issue 1
Article
Improved Particle Swarm Optimization With Spiral Updating Mechanism for Multimodal Image Registration (pages 1-20)
Sanjeev Saxena (Amity Univesity, Noida, India), Mausumi Pohit (Gautam Buddha University, India)
Article
ESREHO-MaxNet: Deep Maxout Network For Intrusion Detection And Attack Mitigation In Iot With Wrapper Based Feature Selection Approach (pages 1-26)
Mali Shrikant Deelip (SCOPE, Vellore Institute of Technology, Vellore, India), Govinda K. (SCOPE, Vellore Institute of Technology (VIT), Vellore, India)
Article
Application of Water Cycle Algorithm to Stochastic Fractional Programming Problems (pages 1-21)
Prachi Agrawal (National Institute of Technology, Hamirpur, India), Talari Ganesh (National Institute of Technology, Hamirpur, India), Ali Wagdy Mohamed (Cairo University, Egypt)
Article
Optimization-Based Tuberculosis Image Segmentation by Ant Colony Heuristic Method (pages 1-24)
E. Priya (Sri Sairam Engineering College, India)
Article
Mobile Robot Path Planning Based on Angle-Guided Ant Colony Algorithm (pages 1-19)
Yongsheng Li (Guangxi University for Nationalities, China), Yinjuan Huang (Guangxi University for Nationalities, China), Lina Ge (Guangxi University for Nationalities, China), Xi Li (Guangxi University for Nationalities, China)
Article
Comparative Analysis of Bio-Inspired Optimization Algorithms in Neural Network-Based Data Mining Classification (pages 1-25)
Mathi Murugan T. (Sathyabama Institute of Science and Technology, India), Eppipanious Baburaj (Marian Engineering College, India)
Article
Moth-Flame Optimization Algorithm for Efficient Cluster Head Selection in Wireless Sensor Networks (pages 1-14)
Pitchaimanickam Bose (Kalasalingam Academy of Research and Education, India)
Article
Improving Time Series Prediction With Feature Selection Using a Velocity-Enhanced Whale Optimization Algorithm (pages 1-29)
Soumya Das (Government College of Engineering, Kalahandi, India), Monalisa Nayak (Indira Gandhi Institute of Technology, India), Manas Ranjan Senapati (Veer Surendra Sai University of Technology, India), Santosh Majhi (Veer Surendra Sai University of Technology, India)
Article
A Hybrid GWO-PSO Technique for the Solution of Reactive Power Planning Problem (pages 1-30)
Manjulata Badi (Alliance University, Bangalore, India), Sheila Mahapatra (Alliance University, Bangalore, India), Bishwajit Dey (Gandhi Institute of Engineering and Technology (GIET) University, Gunupur, India), Saurav Raj (Marathwada Campus, Jalna, India.)
Article
Improved Wolf Pack Algorithm for UAV Path Planning Problem (pages 1-22)
Yueyi Chen (HuaZhong University of Science and Technology, China), Husheng Wu (Armed Police Force Engineering University, China), Renbin Xiao (HuaZhong University of Science and Technology, China)
Article
A Learning Vector Particle Swarm Algorithm Incorporating Sparrow for UAV Path Planning (pages 1-20)
Chunan Hu (Jiangxi University of Science and Technology, China), Mingjie Deng (Jiangxi University of Science and Technology, China), Donglin Zhu (Jiangxi University of Science and Technology, China)
Article
Optimal Trained Hybrid Classifier for Border Gateway Protocol Anomaly Detection (pages 1-19)
Sunita M. (Marri Laxman Reddy Institute of Technology and Management, India), Sujata V. Mallapur (Sharnbasva University, India)
Article
Engineering Design Optimization Using an Advanced Hybrid Algorithm (pages 1-18)
Pooja Verma (Indira Gandhi National Tribal University, Amarkantak, India), Raghav P. Parouha (Indira Gandhi National Tribal University, Amarkantak, India)
Article
Particle Rider Optimization-Driven Classification for Brain-Computer Interface (pages 1-25)
Megha M. Wankhade (Research Scholar, Dept. of Electronics and Telecommunication Engineering, AISSMS' Institute of Information Technology, & Assistant Professor, Dept. of Electronics and Telecommunication Engineering, Sinhgad College of Engineering, Affiliated to S. P. Pune University, India), Suvarna S. Chorage (Professor, Dept. Electronics & Telecommunication Engineering, Bharati Vidyapeeth's College of Engineering for Women, India)
Article
Log File Template Detection as a Multi-Objective Optimization Problem (pages 1-20)
Mathi Murugan T. (Sathyabama Institute of Science and Technology, India), E. Baburaj (Department of Computer Science Engineering, Marian Engineering College, India)
Article
Aquila-Eagle-Based Deep Convolutional Neural Network for Speech Recognition Using EEG Signals (pages 1-28)
Vasundhara Rathod (Ramdeobaba College of Engineering and Management, Nagpur, India), Ashish Tiwari (Visvesvaraya National Institute of Technology, Nagpur, India), Omprakash G. Kakde (Indian Institute of Information Technology, Nagpur, India)
Article
Logistic Map and Exponential Scaling Factor-Based Differential Evolution (pages 1-15)
Katyayani Kashyap (Amity University, Jaipur, India), Sunil Pathak (Amity University, Jaipur, India), Narendra Singh Yadav (Manipal University, Jaipur, India)
Article
Herding Exploring Algorithm With Light Gradient Boosting Machine Classifier for Effective Prediction of Heart Diseases (pages 1-22)
Girish S Bhavekar (VIT-AP University, India), Agam Das Goswami (VIT-AP University, India)
Article
New Discrete Crow Search Algorithm for Class Association Rule Mining (pages 1-21)
Haouassi Hichem (ICOSI Lab, University Abbas Laghrour, Khenchela, Algeria), MEHDAOUI Rafik (ICOSI Lab, University Abbas Laghrour, Khenchela, Algeria), Chouhal Ouahiba (ICOSI Lab, University Abbas Laghrour, Khenchela, Algeria)
Article
Crow-Water Wave Optimization Algorithm for Privacy-Preserved Collaborative Data Publishing (pages 1-19)
Gnaneshwari G. R. (Sri Venkateshwara College of Engineering, Bangalore, India), Hema M. S. (Department of Information Technology Anurag University, Hyderabad, India)
Article
A Novel Discrete Binary Gaining-Sharing Knowledge-Based Optimization Algorithm for the Travelling Counselling Problem for Utilization of Solar Energy (pages 1-24)
Said Ali Hassan (Cairo University, Egypt), Prachi Agrawal (National Institute of Technology, Hamirpur, India), Talari Ganesh (National Institute of Technology, Hamirpur, India), Ali Wagdy Mohamed (Cairo University, Egypt)
Article
Whale Optimizer-Based Clustering for Breast Histopathology Image Segmentation (pages 1-29)
Swarnajit Ray (Maulana Abul Kalam Azad University of Technology, India), Arunita Das (Midnapore College (Autonomous), India), Krishna Gopal Dhal (Midnapore College (Autonomous), India), Jorge Gálvez (Universidad de Guadalajara, Mexico), Prabir Kumar Naskar (Government College of Engineering and Textile Technology, Serampore, India)
Article
Grey Wolf Shuffled Shepherd Optimization Algorithm-Based Hybrid Deep Learning Classifier for Big Data Classification (pages 1-20)
Chitrakant Banchhor (School of Computer Engineering & Technology, MIT College of Engineering, Pune, India), Srinivasu N. (Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, India)
Article
A Hybrid Whale Genetic Algorithm for Feature Selection in Biomedical Dataset (pages 1-18)
Tarushi Agrawal (Jaypee Institute of Information Technology, India), Priya Bist (Jaypee Institute of Information Technology, India), Nimit Jain (Jaypee Institute of Information Technology, India), Parul Agarwal (Jaypee Institute of Information Technology, India)
Article
Research on Detection and Recognition of Traffic Signs Based on Convolutional Neural Networks (pages 1-19)
Hongwei Liu (China University of Geosciences, China), Xiang Li (China University of Geosciences, China), Wenyin Gong (China University of Geosciences, China)
Article
A Binary PSO-Based Model Selection for Novel Smooth Twin Support Vector Regression (pages 1-19)
Huajuan Huang (Guangxi University for Nationalities, China), Xiuxi Wei (Guangxi University for Nationalities, China), Yongquan Zhou (Guangxi University for Nationalities, China)
Article
A Nature-Inspired Metaheuristic Optimization Algorithm Based on Crocodiles Hunting Search (CHS) (pages 1-23)
Shahab Wahhab Kareem (Department of Information Systems Engineering, Erbil Technical Engineering College, Erbil Polytechnic University, & Department of Information Technology, College of Engineering and computer Science, Lebanese French University, Iraq)
Article
Optimization of System Reliability in the Imprecise Environment via Genetic Algorithm (pages 1-21)
Laxminarayan Sahoo (Raiganj University, India), Sanat Kumar Mahato (Sidho-Kanho-Birsha University, India), Asoke Kumar Bhunia (The University of Burdwan, India)
Article
Performance Analysis of a Novel Optimal Antenna Selection Algorithm for Large MIMO (pages 1-19)
Rajashree Suryawanshi (Army Institute of Technology, Pune, India), P. Kavipriya (Sathyabama Institute of Science and Technology, Chennai, India), B. P. Patil (Army Institute of Technology, Pune, India)
Article
Comparative Study for Facilities Location Problem in Supply Chain Design (pages 1-16)
Ikram Mankour (University of Relizane, Algeria), Khadidja Yachba (University of Relizane, Algeria)
Article
A Framework to Classify Clinical Data Using a Genetic Algorithm and Artificial Flora-Optimized Neural Network (pages 1-22)
Sreejith S. (Ramanujan Computing Centre, Anna University Chennai, India), Khanna H. Nehemiah (Ramanujan Computing Centre, Anna University, Chennai, India), Kannan A. (Vellore Institute of Technology, Vellore, India)
Article
Compound Facial Expression Recognition and Pain Intensity Measurement Using Optimized Deep Neuro Fuzzy Network (pages 1-27)
Rohan Appasaheb Borgalli (Department of Electronics Engineering Fr. Conceicao Rodrigues College of Engineering, Fr. Agnel Ashram, Mumbai, India), Sunil Surve (Department of Electronics Engineering Fr. Conceicao Rodrigues College of Engineering, Fr. Agnel Ashram, Mumbai, India)
Article
Hybrid Optimization-Based Structural Design of Deep Q Network With Feature Selection Algorithm for Medical Data Classification (pages 1-20)
Radhanath Patra (Department of Electronic Science, Berhampur University, Odisha, India), Bonomali Khuntia (Department of Computer Science, Berhampur University, Odisha, India), Dhruba Charan Panda (Department of Electronic Science, Berhampur University, Odisha, India)
Article
Hybrid Sea Lion Crow Search Algorithm-Based Stacked Autoencoder for Drug Sensitivity Prediction From Cancer Cell Lines (pages 1-21)
Rupali A. Mahajan (MIT-ADT University, India), Nilofer Karim Shaikh (MIT-ADT University, India), Atharva Balkrishna Tikhe (MIT-ADT University, India), Renu Vyas (MIT-ADT University, India), Smita M. Chavan (Government College of Engineering, India)
Article
Taylor CFRO-Based Deep Learning Model for Service-Level Agreement-Aware VM Migration and Workload Prediction-Enabled Power Model in Cloud Computing (pages 1-31)
Pushpalatha R. (Visveswaraya Technological University, Belgaum, India), Ramesh B. (Malnad College of Engineering, Hassan, India)
Article
Solution of the Multi-Objective Optimal Power Flow Problem Using Oppositional-Based Algorithm (pages 1-25)
Nilkanth Raval (Nirma University, India), Kuntal Bhattacharjee (Nirma University, India), Soumesh Chatterjee (Nirma University, India)
Article
Feature Selection and Feature Weighting Using Tunicate Swarm Genetic Optimization Algorithm With Deep Residual Networks (pages 1-16)
P. M. Diaz (Dedicated Juncture Researcher's Association, India), Julie Emerald Jiju (CSI Institute of Engineering and Technology, India)
Article
Histogram of Oriented Gradients (HOG)-Based Artificial Neural Network (ANN) Classifier for Glaucoma Detection (pages 1-32)
Law Kumar Singh (Sharda University, India; Hindustan College of Science and Technology, India), Pooja (Sharda University, India), Hitendra Garg (GLA University, India), Munish Khanna (Hindustan College of Science and Technology, India)
Article
On the Design and Optimization of Test Cases Using an Improved Artificial Bee Colony Algorithm-Based Swarm Intelligence Approach (pages 1-20)
Jeya Mala D. (School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India), Ramalakshmi Prabha M. (Anna University, India)
Article
A Study on Transfer Functions of Binary Particle Swarm Optimization for Energy-Efficient VM Placement (pages 1-27)
Atul Tripathi (Mahatma Gandhi Central University, Bihar, India), Isha Pathak Tripathi (Indian Institute of Information Technology, Kota, India), Deo Prakash Vidyarthi (Jawaharlal Nehru University, New Delhi, India)
Article
Enhancement of Ethanol Production Using a Hybrid of Firefly Algorithm and Dynamic Flux Balance Analysis (pages 1-13)
Wan Ting Leong (Universiti Teknologi Malaysia, Malaysia), Mohd Saberi Mohamad (United Arab Emirates University, UAE), Kohbalan Moorthy (Universiti Malaysia Pahang, Malaysia), Yee Wen Choon (Universiti Malaysia Kelantan, Malaysia), Hasyiya Karimah Adli (Universiti Malaysia Kelantan, Malaysia), Khairul Nizar Syazwan W. S. W. (Universiti Malaysia Kelantan, Malaysia), Loo Keat Wei (Universiti Tunku Abdul Rahman, Malaysia), Nazar Zaki (United Arab Emirate University, UAE)
Article
An Enhanced Black Widow Optimization Algorithm for the Deployment of Wireless Sensor Networks (pages 1-19)
Hicham Deghbouch (University Mustapha Stambouli of Mascara, Algeria), Fatima Debbat (University Mustapha Stambouli of Mascara, Algeria)
Article
Sine Cosine Algorithm for Solving Economic Load Dispatch Problem With Penetration of Renewables (pages 1-21)
Diwakar Verma (Institute of Technology, Nirma University, India), Jatin Soni (Institute of Technology, Nirma University, India), Dhruv Kalathia (Institute of Technology, Nirma University, India), Kuntal Bhattacharjee (Institute of Technology, Nirma University, India)
Article
Article
Enhanced Parallel-Particle Swarm Optimization (EP-PSO) Approach for Solving Nurse Rostering Problem: Enhanced Parallel-Particle Swarm Optimization (EP-PSO) Algorithm (pages 1-17)
Nagaraj V. Dharwadkar (Rajarambapu Institute of Technology, Rajaramnagar, India), Gautami G. Shingan (Rajarambapu Institute of Technology, Rajaramnagar, India), Sandeep Uttam Mane (Rajarambapu Institute of Technology, Rajaramnagar, India), Santosh Joshi (Applied Research Center, Florida International University, USA)
Article
Wolf Pack's Role Matching Labor Division Model for Dynamic Task Allocation of Swarm Robotics (pages 1-26)
Jinqiang Hu (Armed Police Force Engineering University, China), Renjun Zhan (Armed Police Force Engineering University, China), Husheng Wu (Armed Police Force Engineering University, China), Yongli Li (Armed Police Force Engineering University, China)
Article
Dynamic Population Cooperative: Particle Swarm Optimization for Global Optimization Problems (pages 1-20)
Wei Li (Jiangxi University of Science and Technology, China), Cisong Shi (Jiangxi University of Science and Technology, China), Qing Xu (Jiangxi University of Science and Technology, China), Ying Huang (Gannan Normal University, China)
Article
Heart Disease Prediction Using Optimal Mayfly Technique with Ensemble Models (pages 1-22)
S. L. Prasanna (VIT-AP University, India), Nagendra Panini Challa (VIT-AP University, India)
Article
Wireless Power Transfer With Inductive Coupling for EVs: A Parametric Optimization-Based Approach (pages 1-22)
Pranjal Jog (Career Point University, Kota, India), R. K. Kumawat (I. K. Gujral Punjab Technical University, Amritsar, India)
Article
An Improved Sparrow Approach (pages 1-17)
Wenfang Chen (Hunan International Economics University, China)
Article
An Image Examination System for Retinal Optic Disc Mining and Analysis With Social Group Optimization Algorithm (pages 1-17)
Pradipta Kumar Mishra (KIIT University (Deemed), India), Suresh Chandra Satapathy (KIIT University (Deemed), India)
Article
Domain Learning Particle Swarm Optimization With a Hybrid Mutation Strategy (pages 1-27)
Zixuan Xie (Jiangxi University of Science and Technology, China), Xueyu Huang (Jiangxi University of Science and Technology, China), Wenwen Liu (Jiangxi University of Science and Technology, China)
Article
Hybrid Ant Colony Algorithm Using Improved Circle Strategy for TSP Problem (pages 1-16)
Qingshun Li (Qingdao University, China), Xueshi Dong (Qingdao University, China), Qingteng Guo (Qingdao University, China)
Article
An Efficient Parallel Hybrid Feature Selection Approach for Big Data Analysis (pages 1-22)
Mohamed Amine Azaiz (Ecole Superieure en Informatique, Sidi Bel-Abbes, Algeria), Djamel Amar Bensaber (Ecole Superieure en Informatique, Sidi Bel-Abbes, Algeria)
Article
Sooty Tern Optimization Algorithm for Solving the Multi-Objective Dynamic Economic Emission Dispatch Problem (pages 1-15)
Jatin Soni (Institute of Technology, Nirma University, India), Kuntal Bhattacharjee (Institute of Technology, Nirma University, India)
Article
A Hybrid Harmony Search: Antlion Optimization Algorithm for Multi-Level High Utility Association Rule Mining (pages 1-20)
Sivamathi Abarajithan (PSG College of Arts and Science, India), S.Vijayarani (Bharathiar university, Coimbatore)
Article
Extreme Learning With Metaheuristic Optimization for Exchange Rate Forecasting (pages 1-25)
Kishore Kumar Sahu (Veer Surendra Sai University of Technology, India), Sarat Chandra Nayak (CMR College of Engineering and Technology, India), Himansu Sekhar Behera (Veer Surendra Sai University of Technology, India)
Article
A Survey of UAV Swarm Task Allocation Based on the Perspective of Coalition Formation (pages 1-22)
Husheng Wu (Engineering University of PAP, China), Qiang Peng (Engineering University of PAP, China), Meimei Shi (Engineering University of PAP, China), Lining Xing (Xidian University, China)
Issue 2
Adaptive Swarm Intelligence Algorithms for Wireless Sensor Networks in IoT
Guest Editorial Preface
Kottilingam Kottursamy (Korhan Cengiz, Trakya University, Turkey)
Article
A PSO Enable Multi-Hop Clustering Algorithm for VANET (pages 1-14)
Ankit Temurnikar (Bhagwant University, India), Pushpneel Verma (Bhagwant University, India), Gaurav Dhiman (Government Bikaram College of Commerce, India)
Article
Hybridizing Convolutional Neural Network for Classification of Lung Diseases (pages 1-15)
Mukesh Soni (Jagran Lakecity University, India), S. Gomathi (UK International Qualifications, Ltd., India), Pankaj Kumar (Noida Institute of Engineering and Technology, Greater Noida, India), Prathamesh P. Churi (NMIMS University, India), Mazin Abed Mohammed (University of Anbar, Iraq), Akbal Omran Salman (Middle Technical University, Iraq)
Article
Predicting the Death Rate Around the World Due to COVID-19 Using Regression Analysis (pages 1-13)
Rajit Nair (Jagran Lackecity University, India), Mueksh Soni (Jagran Lakecity University, India), Bhavna Bajpai (Dr. C. V. Raman University, Khandwa, India), Gaurav Dhiman (Government Bikram College of Commerce, India & Lebanese American University, Lebanon), K. Martin Sagayam (Karunya Institute of Technology and Sciences, India)
Article
A Voronoi-Ant Colony-Based Routing (VoR-Ant-R) Algorithm for WMSNs (pages 1-19)
Suseela S. (Periyar Maniammai Institute of Science and Technology, India), Eswari R. (National Institute of Technology, Tiruchirappalli, India), Nickolas Savarimuthu (National Institute of Technology, Tiruchirappalli, India)
Article
Towards Design of an Efficient Sensing Data Acquisition Scheme for UAVs-Assisted Wireless Sensor Networks (pages 1-27)
Vrajesh Kumar Chawra (National Institute of Technology, Raipur, India), Govind P. Gupta (National Institute of Technology, Raipur, India)
Article
Defense and Detection of DDOS Attack Using Secured Geographic Routing (pages 1-13)
Anandkumar V. (Sri Krishna College of Engineering and Technology, India), Kalaiarasan T. R. (Sri Krishna College of Engineering and Technology, India), A. M. Ratheeshkumar (Sri Krishna College of Engineering and Technology, India), Thangadurai N. (Jain University (Deemed), India)
Article
A Secure Energy-Aware Game Theory (SEGaT) Mechanism for Coordination in WSANs (pages 1-16)
Vishal Jagota (Madanapalle Institute of Technology and Science, India), Monica Luthra (Chitkara University, Institute of Engineering and Technology, Chitkara University, Punjab, India), Jyoti Bhola (National Institute of Technology, Hamirpur, India), Ashutosh Sharma (Southern Federal University, Russia), Mohammad Shabaz (Department of Computer Science Engineering, Chandigarh University, Mohali, India)
Issue 3
Special Issue on Swarm Intelligence in Deep Learning: Recent Theories, Trends, Technologies, and Applications
Guest Editorial Preface
Satish Chander (Waljat College of Applied Sciences, Rusayl, Muscat, Oman), Binu D (Resbee Info Technologies, India)
Article
Moving Target Detection Strategy Using the Deep Learning Framework and Radar Signatures (pages 1-21)
M. Bharat Kumar. (Department of Electronics and Communication Engineering, Andhra University College of Engineering, Andhra University, Visakhapatnam, India), P. Rajesh Kumar (Department of Electronics and Communication Engineering, Andhra University College of Engineering, Andhra University, Visakhapatnam, India)
Article
Effect of Optimized Deep Belief Network to Patch-Based Image Inpainting Forensics (pages 1-21)
Balasaheb H. Patil (Vidya Pratishthan's Kamalnayan Bajaj Institute of Engineering and Technology, Baramati, India)
Article
Adam Improved Rider Optimization-Based Deep Recurrent Neural Network for the Intrusion Detection in Cyber Physical Systems (pages 1-22)
Arvind Kamble (Computer Science and Engineering Department, Sanjay Ghodawat University, Kolhapur Maharashtra, India), Virendra S. Malemath (Computer Science and Engineering Department, KLE Dr. M. S. Sheshgiri College of Engineering and Technology, Belagavi, Karnataka, India)
Article
Local Optimal-Oriented Pattern and Exponential Weighed-Jaya Optimization-Based Deep Convolutional Networks for Video Summarization (pages 1-21)
L. Jimson. (Department of Computer Science and Engineering, DMI College of Engineering, Chennai, India), J. P. Ananth (Department of Computer Science and Engineering, Sri Krishna College of Engineering and Technology, Coimbatore, India)
Article
An Image Inpainting Method Based on Whale-Integrated Monarch Butterfly Optimization-Based DCNN (pages 1-23)
Manjunath R. Hudagi (Tatyasaheb Kore Institute of Engineering and Technology, Warananagar, India), Shridevi Soma (Poojya Doddappa Appa College of Engineering, Kalaburagi, India), Rajkumar L. Biradar (G. Narayanamma Institute of Technology and Science (for women), Shaikpet, India)
Article
An Innovative Facial Emotion Recognition Model Enabled by Optimal Feature Selection Using Firefly Plus Jaya Algorithm (pages 1-26)
Bhagyashri Devi (Department of ECE, Noorul Islam Centre for Higher Education, India), M. Mary Synthuja Jain Preetha (Department of ECE, Noorul Islam Centre for Higher Education, India)
Issue 4
Article
An Evolutionary Dynamic Control Cuckoo Search Algorithm for Solving the Constrained Engineering Design Problems (pages 1-25)
Manoj Kumar Naik (Faculty of Engineering and Technology, Siksha O Anusandhan, Bhubaneswar, India), Monorama Swain (Department of Electronics and Communication Engineering, Silicon Institute of Technology, Bhubaneswar, India), Rutuparna Panda (Department of Electronics and Telecommunication Engineering, VSS University of Technology, Burla, India), Ajith Abraham (Machine Intelligence Research Labs, Scientific Network for Innovation and Research Excellence, USA)
Volume 12 (2021)
Issue 1
Special Issue on Swarm Intelligence for Ambient-Assisted Technologies
Guest Editorial Preface
Megha Rathi (Jaypee Institute of Information Technology, Noida, India), Nisha Chaurasia (Jaypee Institute of Information Technology, Noida, India)
Article
Particle Swarm Optimization-Based Data Aggregation in Wireless Sensor Network: Proposed PSO-SNAP Protocol (pages 1-16)
Meeta Gupta (Jaypee Institute of Information Technology, India), Adwitiya Sinha (Jaypee Institute of Information Technology, India)
Article
A Comparative Analysis of Evolutionary Algorithms for Data Classification Using KEEL Tool (pages 17-28)
Amrit Pal Singh (Jaypee Institute of Information Technology, India), Chetna Gupta (School of Computer Science Engineering and Technology, Bennett University, India), Rashpal Singh (Citi, Canada), Nandini Singh (Nucleus Software, India)
Article
An Impact Analysis and Detection of HTTP Flooding Attack in Cloud Using Bio-Inspired Clustering Approach (pages 29-49)
Priyanka Verma (ABV-Indian Institute of Information Technology and Management, India), Shashikala Tapaswi (ABV-Indian Institute of Information Technology and Management, India), W. Wilfred Godfrey (ABV-Indian Institute of Information Technology and Management, India)
Article
Automatic Ear Localization Using Entropy-Based Binary Jaya Algorithm and Weighted Hausdorff Distance (pages 50-76)
Partha Pratim Sarangi (KIIT (Deemed), India), Abhimanyu Sahu (Seemanta Engineering College, India), Madhumita Panda (Seemanta Engineering College, India), Bhabani Shankar Prasad Mishra (KIIT (Deemed), India)
Article
Hybrid Optimization Technique for Enhancing the Stability of Inverted Pendulum System (pages 77-97)
M. E. Mousa (Egyptian Atomic Energy Authority, Cairo, Egypt), M. A. Ebrahim (Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt), Magdy M. Zaky (Egyptian Atomic Energy Authority, Cairo, Egypt), E. M. Saied (Faculty of Engineering at Shoubra, Benha University, Cairo, Egypt, & Higher Technological Institute (HTI), 10th of Ramadan, Egypt), S. A. Kotb (Egyptian Atomic Energy Authority, Cairo, Egypt)
Article
Hybrid Approach for Solving the Q3AP (pages 98-114)
Imène Ait Abderrahim (University of Oran 1, Algeria), Lakhdar Loukil (University of Oran 1, Algeria)
Issue 2
Special Issue of Applications of Intelligent Decision Support Systems Using Particle Swarm Optimization
Guest Editorial Preface
Thippa Reddy G. (School of Information Technology and Engineering, Vellore Institute of Technology, India), Chiranji Lal Chowdhary (School of Information Technology and Engineering, Vellore Institute of Technology, India)
Article
A Nonlinear Weight-Optimized Maintainability Index of Software Metrics by Grey Wolf Optimization (pages 1-21)
Gokul Yenduri (Vignan's Foundation for Science, Technology, and Research (Deemed), India), Veeranjaneyulu Naralasetti (Vignan's Foundation for Science, Technology, and Research (Deemed), India)
Article
Study of Swarm Intelligence Algorithms for Optimizing Deep Neural Network for Bitcoin Prediction (pages 22-38)
S. Aarif Ahamed (National Institute of Technology Puducherry, India), Chandrasekar Ravi (National Institute of Technology Puducherry, India)
Article
BeeRank: A Heuristic Ranking Model to Optimize the Retrieval Process (pages 39-56)
Shadab Irfan (Galgotias University, India), Rajesh Kumar Dhanaraj (Galgotias University, India)
Article
An Intelligent Network Intrusion Detection System Using Particle Swarm Optimization (PSO) and Deep Network Networks (DNN) (pages 57-73)
Preethi D. (Vellore Institute of Technology, India), Neelu Khare (Vellore Institute of Technology, India)
Article
Meta-Heuristic MOALO Algorithm for Energy-Aware Clustering in the Internet of Things (pages 74-93)
Ravi Kumar Poluru (Vellore Institute of Technology, India), R. Lokeshkumar (Vellore Institute of Technology, India)
Article
Recommending Turmeric Variety for Higher Production Using Interval-Valued Fuzzy Soft Set Model and PSO (pages 94-110)
R. K. Mohanty (Vellore Institute of Technology, India), B. K. Tripathy (Vellore Institute of Technology, India)
Issue 3
Article
Multi-Objective Hydro-Thermal Scheduling Problem Using Two Novel Optimization Techniques (pages 1-36)
Provas Kumar Roy (Kalyani Government Engineering College, India), Moumita Pradhan (Dr. B. C. Roy Engineering College, Durgapur, India), Tandra Pal (National Institute of Technology, Durgapur, India)
Article
Bioinspired Inference System for MR Image Segmentation and Multiple Sclerosis Detection (pages 37-57)
Hakima Zouaoui (Ferhat Abbas University, Algeria), Abdelouahab Moussaoui (Ferhat Abbas University, Sétif, Algeria)
Article
Cockroach Swarm Optimization Algorithm for High Utility Association Rule Mining (pages 58-77)
Sivamathi Abarajithan (Bharathiar University, India), S. Vijayarani Mohan (Bharathiar University, India)
Article
GABC: A Hybrid Approach for Feature Selection Using Artificial Bee Colony and Genetic Operators (pages 78-95)
Bindu M. G. (Cochin University of Science and Technology, India), Sabu M. K. (Cochin University of Science and Technology, India)
Article
Optimization of Modern Manufacturing Processes Using Three Multi-Objective Evolutionary Algorithms: A Step Towards Selecting Efficient Algorithms (pages 96-124)
Arindam Majumder (Department of Mechanical Engineering, National Institute of Technology, Agartala, India)
Article
Accelerated Cuckoo Search With Extended Diversification and Intensification (pages 125-148)
Deepak Garg (National Institute of Technology, Kurukshetra, India), Pardeep Kumar (Kurukshetra University, India)
Article
A Self-Adaptive Hybrid Bat Algorithm for Training Feedforward Neural Networks (pages 149-171)
Rabab Bousmaha (GeCoDe Laboratory, Department of Computer Science, University of Saida, Algeria), Reda Mohamed Hamou (GeCoDe Laboratory, Department of Computer Science, University of Saida, Algeria), Abdelmalek Amine (GeCoDe Laboratory, Department of Computer Science, University of Saida, Algeria)
Article
Multifactorial Particle Swarm Optimization Enhanced by Hybridization With Firefly Algorithm (pages 172-187)
Heng Xiao (Osaka University, Japan), Yokoya (Osaka University, Japan), Toshiharu Hatanaka (The University of Fukuchiyama, Japan)
Article
A Fuzzy Cooperative Approach to Resolve the Image Segmentation Problem (pages 188-214)
Hamza Abdellahoum (LSI Laboratory, Department of Computer Science, University of Science and Technology Houari Boumediene, Algeria), Abdelmajid Boukra (LSI Laboratory, Department of Computer Science, University of Science and Technology Houari Boumediene, Algeria)
Article
Model Selecting PSO-FA Hybrid for Complex Function Optimization (pages 215-232)
Heng Xiao (Osaka University, Japan), Toshiharu Hatanaka (The University of Fukuchiyama, Japan)
Issue 4
Article
Automatic Face Emotion Recognition With the Aid of Probability-Based Bird Swarm-Trained Neural Network (pages 1-24)
Bhagyashri Devi (Noorul Islam Centre for Higher Education, India), M. Mary Synthuja Jain Preetha (Noorul Islam Centre for Higher Education, India)
Article
Particle Swarm Optimization in Bioinformatics, Image Processing, and Computational Linguistics (pages 25-44)
Badal Soni (National Institute of Technology, Silchar, India), Satashree Roy (National Institue of Technology, Silchar, India), Shiv Warsi (National Institue of Technology, Silchar, India)
Article
Collective Strategies With a Master-Slave Mechanism Dominate in Spatial-Iterated Prisoner's Dilemma (pages 45-56)
Jiawei Li (University of Nottingham, Ningbo, China), Robert Duncan (University of Stirling, UK), Jingpeng Li (University of Stirling, UK), Ruibin Bai (University of Nottingham, Ningbo, China)
Article
An Efficient Regression Test Suite Optimization Approach Using Hybrid Spider Monkey Optimization Algorithm (pages 57-80)
Arun Prakash Agrawal (Sharda University, India), Ankur Choudhary (Sharda University, India), Parma Nand (Sharda University, India)
Article
Adaptive Grouping Brain Storm Optimization for Multimodal Optimization Problems (pages 81-100)
Yao Peng (Beihang University, China), Zepeng Shen (Beihang University, China), Shiqi Wang (Beihang University, China)
Article
A Discrete Crow Search Algorithm for Mining Quantitative Association Rules (pages 101-124)
Makhlouf Ledmi (Abbes Laghrour University of Khenchela, Algeria & Batna 2 University, Algeria), Hamouma Moumen (Batna 2 University, Algeria), Abderrahim Siam (Abbes Laghrour University of Khenchela, Algeria), Hichem Haouassi (Abbes Laghrour University of Khenchela, Algeria), Nabil Azizi (Abbes Laghrour University of Khenchela, Algeria)
Article
A Reliable Behavioral Model: Optimizing Energy Consumption and Object Clustering Quality by Naïve Robots (pages 125-145)
Wafa Aouadj (LaSTIC Laboratory, Batna 2 University, Algeria), Mohamed-Rida Abdessemed (LaSTIC Laboratory, Batna 2 University, Algeria), Rachid Seghir (LaSTIC Laboratory, Batna 2 University, Algeria)
Article
Hybrid Multi-Population and Adaptive Search Range Strategy With Particle Swarm Optimization for Multimodal Optimization (pages 146-168)
Shiqi Wang (Beihang University, China), Zepeng Shen (Beihang University, China), Yao Peng (Beihang University, China)
Article
Biomedical Document Clustering Based on Accelerated Symbiotic Organisms Search Algorithm (pages 169-185)
Saida Ishak Boushaki (Computer Science Department, University M'Hammed Bouguera of Boumerdès, Algeria), Omar Bendjeghaba (LREEI, University M'hammed Bouguera of Boumerdes, Algeria), Nadjet Kamel (LRSD, Computer Science Department, Ferhat Abbas University Setif 1, Algeria)
Article
Multi-Objective Artificial Bee Colony Algorithm for Parameter-Free Neighborhood-Based Clustering (pages 186-204)
Fatima Boudane (LIMOSE Laboratory, Department of Computer Science, University M'Hamed Bougara of Boumerdes, Algeria), Ali Berrichi (LIMOSE Laboratory, Department of Computer Science, University M'Hamed Bougara of Boumerdes, Algeria)
Volume 11 (2020)
Issue 1
Special Issue on Swarm Intelligence Techniques for Social Media Systems
Guest Editorial Preface
Anuja Arora (Department of CSE and IT, Jaypee Institute of Information Technology, Noida, India), Divakar Yadav (National Institute of Technology, Hamirpur, India)
Article
Anti-Predatory NIA for Unconstrained Mathematical Optimization Problems (pages 1-23)
Rohit Kumar Sachan (Motilal Nehru National Institute of Technology Allahabad, Allahabad, India), Dharmender Singh Kushwaha (Motilal Nehru National Institute of Technology Allahabad, Allahabad, India)
Article
Intelligent Techniques for Prediction of Engineering Colleges After XII (pages 24-43)
Mukta Goyal (Jaypee Institute of Information Technology, Uttar Pradesh, India), Rajalakshmi Krishnamurthi (Jaypee Institute of Information Technology, Uttar Pradesh, India), Gokul Gupta (Jaypee Institute of Information Technology, Uttar Pradesh, India), Abhishek Sharma (Jaypee Institute of Information Technology, Uttar Pradesh, India)
Article
Dr. Query: A Predictive Mobile-Based Healthcare Tool for Querying Drug (pages 44-64)
Megha Rathi (Jaypee Institute of Information Technology, Noida, India), Vaibhav Grover (Jaypee Institute of Information Technology, Noida, India), Twinkle Kheterpal (Jaypee Institute of Information Technology, Noida, India)
Article
Gene Expression Dataset Classification Using Artificial Neural Network and Clustering-Based Feature Selection (pages 65-86)
Audu Musa Mabu (SHUATS, Uttar Pradesh, India), Rajesh Prasad (African University of Science and Technology, Abuja, Nigeria), Raghav Yadav (SHUATS, Uttar Pradesh, India)
Issue 2
Article
Swarm Intelligent Data Aggregation in Wireless Sensor Network (pages 1-18)
Jinil Persis Devarajan (National Institute of Industrial Engineering (NITIE), Mumbai, India), T. Paul Robert (Anna University, Chennai, India)
Article
Structure Learning of Bayesian Networks Using Elephant Swarm Water Search Algorithm (pages 19-30)
Shahab Wahhab Kareem (Yasar University, Bornova, Turkey), Mehmet Cudi Okur (Yasar University, Bornova, Turkey)
Article
Symbiotic Organisms Search Optimization for Multilevel Image Thresholding (pages 31-61)
Falguni Chakraborty (NIT Durgapur, Durgapur, India), Provas Kumar Roy (Kalyani Government Engineering College, West Bengal, India), Debashis Nandi (NIT Durgapur, Durgapur, India)
Article
Genetic Algorithm Influenced Top-N Recommender System to Alleviate New User Cold Start Problem (pages 62-79)
Sharon Moses J. (VIT University, Vellore, India), Dhinesh Babu L.D. (VIT University, Vellore, India)
Issue 3
Article
Entropy-Based Breast Cancer Detection in Digital Mammograms Using World Cup Optimization Algorithm (pages 1-18)
Navid Razmjooy (Independent Researcher, Belgium), Vania V. Estrela (Universidade Federal Fluminense, Brazil), Hermes Jose Loschi (State University of Campinas, Brazil)
Article
Dead Sea Water Levels Analysis Using Artificial Neural Networks and Firefly Algorithm (pages 19-29)
Nawaf N. Hamadneh (Saudi Electronic University, Saudi Arabia)
Article
A Hybrid Optimization Method OWGWA for EEG/ERP Adaptive Noise Canceller With Controlled Search Space (pages 30-48)
Rachana Nagal (Amity University, Noida, India), Pradeep Kumar (Amity University, Noida, India), Poonam Bansal (Maharaja Surajmal Institute of Technology, Delhi, India)
Article
A Hybrid Grey Wolves Optimizer and Convolutional Neural Network for Pollen Grain Recognition (pages 49-71)
Hanane Menad (EEDIS Laboratory, Djillali Liabes University, Sidi Bel Abbes, Algeria), Farah Ben-naoum (EEDIS Laboratory, University of Djillali Liabes, Sidi Bel Abbes, Algeria), Abdelmalek Amine (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida, Algeria)
Article
A New Deep Learning Model Selection Method for Colorectal Cancer Classification (pages 72-88)
Nassima Dif (EEDIS Laboraory, Djillali Liabes University, Sidi Bel Abbes, Algeria), Zakaria Elberrichi (EEDIS Laboraory, Djillali Liabes University, Sidi Bel Abbes, Algeria)
Article
Fuzzy Optimized Gravitational Search Algorithm for Disease Prediction (pages 89-103)
Utkarsh Yadav (CRED, India), Twishi Tyagi (Samsung R&D, India), Sushama Nagpal (Netaji Subhas University of Technology, Delhi, India)
Issue 4
Article
Optimization of Text Feature Selection Process Based on Advanced Searching for News Classification (pages 1-23)
Khin Sandar Kyaw (Department of Computer Engineering, Prince of Songkla University, Thailand), Somchai Limsiroratana (Department of Computer Engineering, Prince of Songkla University, Thailand)
Article
Renewable Energy-Based Economic Load Dispatch Using Two-Step Biogeography-Based Optimization and Butterfly Optimization Algorithm (pages 24-60)
Subham Kundu (Kalyani Governmennt Engineering College, India), Provas Kumar Roy (Kalyani Government Engineering College, India), Barun Mandal (Kalyani Government Engineering College, India)
Article
A Probabilistic Multi-Objective Approach for Power Flow Optimization in Hybrid Wind-Based Power Systems Using Grasshopper Optimization Algorithm (pages 61-86)
Barun Mandal (Kalyani Government Engineering College, India), Provas Kumar Roy (Kalyani Government Engineering College, India)
Article
Optimal Constrained Tuning of PI-Controllers via a New PSO-Based Technique (pages 87-105)
Yuriy Romasevych (National University of Life and Environmental Sciences of Ukraine, Ukraine), Viatcheslav Loveikin (National University of Life and Environmental Sciences of Ukraine, Ukraine), Valeriy Makarets (National University of Life and Environmental Sciences of Ukraine, Ukraine)
Article
Sensor Localization in Wireless Sensor Networks Using Cultural Algorithm (pages 106-122)
Vaishali Raghavendra Kulkarni (M. S. Ramaiah University of Applied Sciences, India), Veena Desai (KLS Gogte Institute of Technology, India)
Article
Modified Moth-Flame Optimization Algorithm-Based Multilevel Minimum Cross Entropy Thresholding for Image Segmentation (pages 123-139)
Abdul Kayom Md Khairuzzaman (National Institute of Technology, Silchar, India), Saurabh Chaudhury (National Institute of Technology, Silchar, India)
Volume 10 (2019)
Issue 1
Article
Hybrid Particle Swarm Optimization With Genetic Algorithm to Train Artificial Neural Networks for Short-Term Load Forecasting (pages 1-14)
Kuruge Darshana Abeyrathna (Centre for Artificial Intelligence Research, University of Agder, Grimstad, Norway), Chawalit Jeenanunta (Sirindhorn International Institute of Technology, Thammasat University, Pathumthani, Thailand)
Article
An Efficient Framework Using Normalized Dominance Operator for Multi-Objective Evolutionary Algorithms (pages 15-37)
Muneendra Ojha (DSPM International Institute of Information Technology - Naya Raipur, Atal Nagar, India), Krishna Pratap Singh (Indian Institute of Information Technology - Allahabad, Allahabad, India), Pavan Chakraborty (Indian Institute of Information Technology - Allahabad, Allahabad, India), Shekhar Verma (Indian Institute of Information Technology - Allahabad, Allahabad, India)
Article
Renewable Energy Based Economic Emission Load Dispatch Using Grasshopper Optimization Algorithm (pages 38-57)
Sunanda Hazra (Department of Electrical Engineering, Central Institute of Plastics Engineering and Technology, Haldia, West Bengal, India), Tapas Pal (Department of Electrical Engineering, Kalyani Government Engineering College, Kalyani, West Bengal, India), Provas Kumar Roy (Kalyani Government Engineering College, India)
Article
A Model for Self-Adaptive Routing Optimization in Mobile Ad-Hoc Network (pages 58-74)
Akinboro A. Solomon (Bells University of Technology, Ota, Nigeria), Ayobami Taiwo Olusesi (Bells University of Technology, Ota, Nigeria)
Issue 2
Special Issue on Swarm Intelligence for Optimization Problems
Guest Editorial Preface
Wali Khan Mashwani (Department of Mathematics, Kohat University of Science and Technology, Khyber Pakhtunkhwa, Pakistan)
Article
Modified Firefly Algorithm With Chaos Theory for Feature Selection: A Predictive Model for Medical Data (pages 1-20)
Sujata Dash (University of Manitoba, Manitoba, Canada), Ruppa Thulasiram (University of Manitoba, Manitoba, Canada), Parimala Thulasiraman (University of Manitoba, Manitoba, Canada)
Article
An Enhanced Recursive Firefly Algorithm for Informative Gene Selection (pages 21-33)
Nassima Dif (EEDIS Laboratory, Djillali Liabes University, Sidi Belabbes, Algeria), Zakaria Elberrichi (EEDIS Laboratory, Djillali Liabes University, Sidi Belabbes, Algeria)
Article
Artificial Bee Colony-Based Influence Maximization Approach for Social Coding Portal GitHub (pages 34-47)
Anuja Arora (Jaypee Institute of Information Technology, Noida, India), Riyu Bana (Jaypee Institute of Information Technology, Meerut, India), Habib Shah (King Khalid University, Abha, Saudi Arabia), Divakar Yadav (Madan Mohan Malaviya University of Technology, Gorakhpur, India)
Article
Global Artificial Bee Colony Search Algorithm for Data Clustering (pages 48-59)
Zeeshan Danish (University of Malakand, Charsadda, Pakistan), Habib Shah (King Khalid University, Abha, Saudi Arabia), Nasser Tairan (King Khalid University, Abha, Saudi Arabia), Rozaida Gazali (Universiti Tun Hussein Onn Malaysia, Malaysia), Akhtar Badshah (Department of Software Engineering, University of Malakand, Pakistan)
Issue 3
Article
A New Strategy Based on GSABAT to Solve Single Objective Optimization Problem (pages 1-22)
H.A. Sattar (Universiti Pendidikan Sultan Idris, Tanjung Malim, Malaysia), Alaa Cheetar (Mustansiriyah University, Baghdad, Iraq), Iraq Tareq (University of Baghdad, Baghdad, Iraq & University Putra Malaysia, Seri Kembangan, Malaysia)
Article
Solving Graph Coloring Problem Using an Enhanced Binary Dragonfly Algorithm (pages 23-45)
Karim Baiche (Applied Automation Laboratory, University of MHamed Bougara Boumerdes, Boumerdes, Algeria), Yassine Meraihi (Department of Automation, Applied Automation Laboratory, University of M'Hamed Bougara Boumerdes, Boumerdes, Algeria), Manolo Dulva Hina (ECE Paris School of Engineering, Paris, France), Amar Ramdane-Cherif (LISV Laboratory, University of Versailles St-Quentin-en-Yvelines, Versailles, France), Mohammed Mahseur (University of Sciences and Technology Houari Boumediene, Bab Ezzouar, Algeria)
Article
Evolutionary Ant Colony Algorithm Using Firefly Based Transition for Solving Vehicle Routing Problems: EAFA for VRPs (pages 46-60)
Rajeev Goel (Ambala College of Engg. and Applied Research, Ambala, India), Raman Maini (Punjabi University, Patiala, India)
Issue 4
Special Issue on Bio Inspired and Soft Computing Methods for Solving Time Series Problems
Guest Editorial Preface
Habib Shah (College of Computer Science, Department of Computer Science, King Khalid University, Abha, Saudi Arabia)
Article
A Permutation-Based Bees Algorithm for Solving Resource-Constrained Project Scheduling Problem (pages 1-24)
Mohamed Amine Nemmich (Department of Computer Science, University Mustapha Stambouli of Mascara, Mascara, Algeria), Fatima Debbat (Department of Computer Science, University Mustapha Stambouli of Mascara, Mascara, Algeria), Mohamed Slimane (Université de Tours, Laboratoire d'Informatique Fondamentale et Appliquée de Tours (LIFAT), Tours, France)
Article
Predicting Crude Oil Price Using Fuzzy Rough Set and Bio-Inspired Negative Selection Algorithm (pages 25-37)
Ayodele Lasisi (Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia), Nasser Tairan (College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia), Rozaida Ghazali (Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia), Wali Khan Mashwani (Department of Mathematics, Kohat University of Science and Technology, Kohat, Pakistan), Sultan Noman Qasem (Computer Science Department, College of Computer and Information Sciences, Al Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia & Computer Science Department, Faculty of Applied Sciences, Taiz University, Taiz, Yemen), Harish Kumar G R (College of Computer Science, King Khalid University, Abha, Kingdom of Saudi Arabia), Anuja Arora (Jaypee Institute of Information Technology, Noida, India)
Article
African Buffalo Optimization for One Dimensional Bin Packing Problem (pages 38-52)
Amira Gherboudj (MISC laboratory, Department of Computer Science and its Applications Abdelhamid Mehri University, Constantine, Algeria)
Article
An Adaptive Intrusion Detection Scheme for Cloud Computing (pages 53-70)
Nurudeen Mahmud Ibrahim (Universiti Teknologi Malaysia, Johor Bahru, Malaysia), Anazida Zainal (Universiti Teknologi Malaysia, Johor Bahru, Malaysia)
Volume 9 (2018)
Issue 1
Article
A Quantum Particle Swarm Optimization Algorithm Based on Self-Updating Mechanism (pages 1-19)
Shuyue Wu (School of Information Science & Engineering, Hunan International Economics University, Changsha, China)
Article
On the Convergence and Diversity of Pareto Fronts Using Swarm Intelligence Metaheuristics for Constrained Search Space (pages 20-38)
Kamel Zeltni (Constantine 2 - Abdelhamid Mehri University, Constantine, Algeria), Souham Meshoul (Constantine 2 - Abdelhamid Mehri University, Constantine, Algeria), Heyam H. Al-Baity (King Saud University, Riyadh, Saudi Arabia)
Article
A Grayscale Segmentation Approach Using the Firefly Algorithm and the Gaussian Mixture Model (pages 39-57)
Donatella Giuliani (University of Bologna, Fano, Italy)
Article
Co-Design System for Template Matching Using Dedicated Co-Processor and Cuckoo Search (pages 58-74)
Alexandre de Vasconcelos Cardoso (State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil), Yuri Marchetti Tavares (State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil), Nadia Nedjah (State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil), Luiza de Macedo Mourelle (State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil)
Issue 2
Article
A Preference-Based Multi-Objective Evolutionary Algorithm for Semiautomatic Sensor Ontology Matching (pages 1-14)
Xingsi Xue (College of Information Science and Engineering, Fujian University of Technology, Fuzhou, China), Junfeng Chen (College of IOT Engineering, Hohai University, Changzhou, China)
Article
Hypercube-Based Crowding Differential Evolution with Neighborhood Mutation for Multimodal Optimization (pages 15-27)
Haihuang Huang (Guangdong University of Education, Guangzhou, China), Liwei Jiang (Sun Yat-sen University, Guangzhou, China), Xue Yu (Sun Yat-sen University, Guangzhou, China), Dongqing Xie (Guangzhou University, Guangzhou, China)
Article
Web Page Interface Optimization Based on Nature-Inspired Algorithms (pages 28-46)
Sergey Sakulin (Bauman Moscow State Technical University, Moscow, Russian Federation), Alexander Alfimtsev (Bauman Moscow State Technical University, Moscow, Russian Federation), Dmitry Solovyev (Bauman Moscow State Technical University, Moscow, Russian Federation), Dmitry Sokolov (Bauman Moscow State Technical University, Moscow, Russian Federation)
Article
Particle Swarm Optimization as Applied to Electromagnetic Design Problems (pages 47-82)
Sotirios K. Goudos (Aristotle University of Thessaloniki, Thessaloniki, Greece), Zaharias D. Zaharis (Aristotle University of Thessaloniki, Thessaloniki, Greece), Konstantinos B. Baltzis (Aristotle University of Thessaloniki, Thessaloniki, Greece)
Issue 3
Article
Comparing Spark with MapReduce: Glowworm Swarm Optimization Applied to Multimodal Functions (pages 1-22)
Goutham Miryala (North Dakota State University, Fargo, USA), Simone A. Ludwig (Department of Computer Science, North Dakota State University, Fargo, USA)
Article
Swarm-Inspired Routing Algorithms for Unstructured P2P Networks (pages 23-63)
Vesna Šešum-Čavić (Vienna University of Technology, Vienna, Austria), Eva Kuehn (Vienna University of Technology, Vienna, Austria), Stefan Zischka (Vienna University of Technology, Vienna, Austria)
Article
Capacitor Placement in Radial Distribution System Using Oppositional Cuckoo Optimization Algorithm (pages 64-95)
Sneha Sultana (Dr. B.C. Roy Engineering College, Durgapur, India), Provas Kumar Roy (Kalyani Government Engineering College, Kalyani, India)
Issue 4
Special Issue on the 2017 LA-CCI Swarm intelligence
Guest Editorial Preface
Carmelo J. A. Bastos-Filho (University of Pernambuco, Recife, Brazil)
Article
Parameter Selection for Swarm Intelligence Algorithms: Case Study on Parallel Implementation of FSS (pages 1-20)
Breno A. M. Menezes (University of Muenster, Muenster, Germany), Fabian Wrede (University of Muenster, Muenster, Germany), Herbert Kuchen (University of Muenster, Muenster, Germany), Fernando B. Lima Neto (University of Pernambuco, Recife, Brazil)
Article
Improving the Performance of the Fish School Search Algorithm (pages 21-46)
Rodrigo P. Monteiro (University of Pernambuco, Recife, Brazil), Luiz F. V. Verçosa (University of Pernambuco, Recife, Brazil), Carmelo J. A. Bastos-Filho (University of Pernambuco, Recife, Brazil)
Article
Improving Adaptive Filters for Active Noise Control Using Particle Swarm Optimization (pages 47-64)
Rodrigo P. Monteiro (University of Pernambuco, Recife, Brazil), Gabriel A. Lima (University of Pernambuco, Recife, Brazil), José P. G. Oliveira (FITec, Recife, Brazil), Daniel S. C. Cunha (FITec, Recife, Brazil), Carmelo J. A. Bastos-Filho (University of Pernambuco, Recife, Brazil)
Article
Automatic Selector Between Cardiogenic Oscillation and Airway Secretion in Mechanical Ventilation Flow Signals Using Artificial Immune System (pages 65-78)
Samuel Sobral dos Santos (University of Pernambuco, Recife, Brazil), Hatus Vianna Wanderley (Bionica, Recife, Brazil), Fernando Buarque de Lima Neto (University of Pernambuco, Recife, Brazil)
Volume 8 (2017)
Issue 1
Article
An Improved Cuckoo Search based Optimal Ranged Brightness Preserved Histogram Equalization and Contrast Stretching Method (pages 1-29)
Krishna Gopal Dhal (Department of 4-year BTech Course, University of Calcutta, Kolkata, India), Md. Iqbal Quraishi (Department of Information Technology, Kalyani Government Engineering College, Kalyani, India), Sanjoy Das (Department of Engineering and Technological Studies, University of Kalyani, Kalyani, India)
Article
BHA2: Bio-inspired Algorithm and Automatic Summarisation for Detecting Different Types of Plagiarism (pages 30-53)
Hadj Ahmed Bouarara (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida Algeria, Saida, Algeria), Reda Mohamed Hamou (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida Algeria, Saida, Algeria), Amine Rahmani (GeCode Laboratory, Tahar Molay University of Saida, Algeria)
Article
Optimized Base Station Sleeping and Renewable Energy Procurement Scheme Using PSO (pages 54-73)
Qiang Wang (Guangdong University of Technology, Guangzhou, China), Hai-Lin Liu (Guangdong University of Technology, Guangzhou, China)
Issue 2
Special Issue from 2015 Brazilian Congress on Computational Intelligence: Swarm Intelligence Highlights
Guest Editorial Preface
Carmelo J.A. Bastos-Filho (Polytechnic School of Pernambuco, University of Pernambuco (UPE), Recife, Brazil)
Article
Distribution Systems Reconfiguration for Voltage Stability Maximization by using Artificial Immune Systems (pages 1-16)
Ewerton L. Ferreira (Federal University of Juiz de Fora (UFJF), Juiz de Fora, Brazil), Leonardo W. de Oliveira (Federal University of Juiz de Fora (UFJF), Juiz de Fora, Brazil)
Article
Reconstruction of Electrical Impedance Tomography Using Fish School Search, Non-Blind Search, and Genetic Algorithm (pages 17-33)
Valter A. F. Barbosa (Departamento de Engenharia Biomédica, Universidade Federal de Pernambuco, Recife, Brazil), Reiga R. Ribeiro (Departamento de Engenharia Biomédica, Universidade Federal de Pernambuco, Recife, Brazil), Allan R. S. Feitosa (Departamento de Engenharia Biomédica, Universidade Federal de Pernambuco, Recife, Brazil), Victor L. B. A. Silva (Escola Politécnica da Universidade de Pernambuco, POLI-UPE, Recife, Brazil), Arthur D. D. Rocha (Escola Politécnica da Universidade de Pernambuco, POLI-UPE, Recife, Brazil), Rafaela C. Freitas (Escola Politécnica da Universidade de Pernambuco, POLI-UPE, Madalena, Recife, Brazil), Ricardo E. Souza (Departamento de Engenharia Biomédica, Universidade Federal de Pernambuco, Recife, Brazil), Wellington P. Santos (Departamento de Engenharia Biomédica, Universidade Federal de Pernambuco, Recife, Brazil & Escola Politécnica da Universidade de Pernambuco, POLI-UPE, Recife, Brazil)
Article
Tracking Patterns with Particle Swarm Optimization and Genetic Algorithms (pages 34-49)
Yuri Marchetti Tavares (Brazilian Navy, Rio de Janeiro, Brazil), Nadia Nedjah (Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil), Luiza de Macedo Mourelle (Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil)
Article
Artificial Bee Colony Optimization for Feature Selection of Traffic Sign Recognition (pages 50-66)
Diogo L. da Silva (Polytechnic School of Pernambuco, University of Pernambuco (UPE), Recife, Brazil & Federal Institute of Pernambuco (IFPE), Palmares, Brazil), Leticia M. Seijas (Departamento de Computación, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina), Carmelo J. A. Bastos-Filho (Polytechnic School of Pernambuco, University of Pernambuco (UPE), Recife, Brazil)
Issue 3
Article
A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction (pages 1-18)
Mohamed Elhadi Rahmani (GeCoDe Laboratory, Dr. Tahar Moulay University of Saida, Saida, Algeria), Abdelmalek Amine (GeCoDe Laboratory, Dr. Tahar Moulay University of Saida, Saida, Algeria), Reda Mohamed Hamou (GeCoDe Laboratory, Dr. Tahar Moulay University of Saida, Saida, Algeria)
Article
A Differential Evolution Based Multiclass Vehicle Detector and Classifier for Urban Environments (pages 19-42)
Deepak Dawar (Department of Computer and Information Technology, Miami University, Hamilton, OH, USA), Simone A. Ludwig (Department of Computer Science, North Dakota State University, Fargo, ND, USA)
Article
New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models (pages 43-60)
Mohamed Elhadi Rahmani (GeCoDe Laboratory, Department of Computer Science, University of Dr. Tahar Moulay, Saida, Algeria), Abdelmalek Amine (GeCoDe Laboratory, Department of Computer Science, University of Dr. Tahar Moulay, Saida, Algeria), Reda Mohamed Hamou (GeCoDe Laboratory, Department of Computer Science, University of Dr. Tahar Moulay, Saida, Algeria)
Issue 4
Article
Running-time Analysis of Ant System Algorithms with Upper-bound Comparison (pages 1-17)
Han Huang (School of Software Engineering, South China University of Technology, Guangzhou, China), Hongyue Wu (School of Software Engineering, South China University of Technology, Guangzhou, China), Yushan Zhang (School of Statistics and Mathematics, Guangdong University of Finance and Economics, Guangzhou, China), Zhiyong Lin (Department of Computer Science, Guangdong Polytechnic Normal University, Guangzhou, China), Zhifeng Hao (School of Applied Mathematics, Guangdong University of Technology, Guangzhou, China)
Article
Analysis of the Dynamical Characteristics of the Firefly Algorithm (pages 18-33)
Takuya Shindo (Nippon Institute of Technology, Saitama, Japan), Jianze Xiao (Nippon Institute of Techmology, Saitama, Japan), Takuya Kurihara (Nippon Institute of Technology, Saitama, Japan), Kenya Jin'no (Nippon Institute of Technology, Saitama, Japan)
Article
Hybrid Mean-Variance Mapping Optimization for Non-Convex Economic Dispatch Problems (pages 34-59)
Truong H. Khoa (Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia), Pandian M. Vasant (Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam & Department of Fundamental and Applied Sciences, Universiti Teknologi PETRONAS 32610 Seri Iskandar, Perak, Malaysia), Balbir Singh Mahinder Singh (Department of Fundamental and Applied Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia), V. N. Dieu (Department of Power Systems, HCMC University of Technology, Ho Chi Minh City, Vietnam)
Volume 7 (2016)
Issue 1
Article
Cognitive Bare Bones Particle Swarm Optimisation with Jumps (pages 1-31)
Mohammad Majid al-Rifaie (Department of Computing, Goldsmiths, University of London, London, UK), Tim Blackwell (Department of Computing Goldsmiths, University of London, London, UK)
Article
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions (pages 32-54)
Ibrahim Aljarah (Department of Business Information Technology, The University of Jordan, Amman, Jordan), Simone A. Ludwig (Department of Computer Science, North Dakota State University, Fargo, ND, USA)
Article
Multi-Objective Optimization of Squeeze Casting Process using Evolutionary Algorithms (pages 55-74)
Manjunath Patel G C (Department of Mechanical Engineering, National Institute of Technology Karnataka, Surathkal, India), Prasad Krishna (Department of Mechanical Engineering, National Institute of Technology Karnataka, Surathkal, India), Mahesh B. Parappagoudar (Department of Mechanical Engineering, Chhatrapati Shivaji Institute of Technology, Bhilai, India), Pandu Ranga Vundavilli (School of Mechanical Sciences, Indian Institute of Technology, Bhubneswar, India)
Issue 2
Article
Performance Comparison of Cuckoo Search Algorithm to Solve the Hybrid Flow Shop Scheduling Benchmark Problems with Makespan Criterion (pages 1-14)
M.K. Marichelvam (Department of Mechanical Engineering, Mepco Schlenk Engineering College, Sivakasi, India), Ömür Tosun (Department of International Trade and Logistics, Faculty of Applied Sciences, Akdeniz University, Antalya, Turkey)
Article
Standard Deviation Method Based PSO: An Instigated Approach to Optimize Multi-Objective Manufacturing Process Parameters (pages 15-35)
Arindam Majumder (Mechanical Engineering Department, National Institute of Technology Agartala, Agartala, India), Abhishek Majumder (Computer Science and Engineering Department, Tripura University (A Central University), Agartala, India)
Article
Hybrid BFO and PSO Swarm Intelligence Approach for Biometric Feature Optimization (pages 36-62)
Santosh Kumar (Department of Computer Science and Engineering, Indian Institute of Technology (BHU), Varanasi, India), Sanjay Kumar Singh (Department of Computer Science and Engineering, Indian Institute of Technology (BHU), Varanasi, India)
Issue 3
Article
City Group Optimization: An Optimizer for Continuous Problems (pages 1-22)
Yijun Yang (Beihang University, Beijing, China), Haibin Duan (Beihang University, Beijing, China)
Article
Reinforcement Learning with Particle Swarm Optimization Policy (PSO-P) in Continuous State and Action Spaces (pages 23-42)
Daniel Hein (Technische, Universität München, Munich, Germany), Alexander Hentschel (Siemens AG, Munich, Germany), Thomas A. Runkler (Siemens AG, Munich, Germany), Steffen Udluft (Siemens AG, Munich, Germany)
Article
Customer Profiling in Complex Analytical Environments Using Swarm Intelligence Algorithms (pages 43-70)
Goran Klepac (Raiffeisenbank Austria d.d., Zagreb, Croatia)
Issue 4
Article
5 by 5 Microstrip Antenna Array Design by Multiobjective Differential Evolution based on Fuzzy Performance Feedback (pages 1-22)
Chatkaew Jariyatantiwait (Oklahoma State University, Stillwater, OK, USA), Gary G. Yen (Oklahoma State University, Stillwater, OK, USA)
Article
An Adaptive Population-based Simplex Method for Continuous Optimization (pages 23-51)
Mahamed G.H. Omran (Department of Computer Science, Gulf University for Science and Technology, Hawally, Kuwait), Maurice Clerc (Independent Consultant, Groisy, France)
Article
Utilizing Social Insect-Based Communities for Routing in Network-based Sensor Systems (pages 52-70)
Li-Minn Ang (School of Computing and Mathematics, Charles Sturt University, Bathurst, Australia), Kah Phooi Seng (School of Computing and Mathematics, Charles Sturt University, Bathurst, Australia), Adamu Murtala Zungeru (Department of Electrical, Computer and Telecommunications Engineering, Botswana International University of Science and Technology, Palapye, Botswana)
Volume 6 (2015)
Issue 1
Article
Supply Chain Inventory Coordination under Uncertain Demand via Combining Monte Carlo Simulation and Fitness Inheritance PSO (pages 1-22)
Heting Cao (Computer School, Beijing University of Posts and Telecommunications, Beijing, China), Xingquan Zuo (Computer School, Beijing University of Posts and Telecommunications, Beijing, China)
Article
Multi-Objective Fish School Search (pages 23-40)
Carmelo J. A. Bastos-Filho (University of Pernambuco, Recife, Brazil), Augusto C. S. Guimarães (University of Pernambuco, Recife, Brazil)
Article
A Local Best Particle Swarm Optimization Based on Crown Jewel Defense Strategy (pages 41-63)
Jiarui Zhou (School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China), Junshan Yang (College of Information Engineering, Shenzhen University, Shenzhen, China), Ling Lin (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China), Zexuan Zhu (College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China), Zhen Ji (College of Information Engineering, Shenzhen University, Shenzhen, China)
Issue 2
Special Issue on Developments and Applications of Fireworks Algorithm
Guest Editorial Preface
Ying Tan (Department of Machine Intelligence, Peking University, Beijing, China), Andreas Janecek (Faculty of Computer Science, University of Vienna, Vienna, Austria), Jianhua Liu (School of Information Science and Engineering, Fujian University of Technology, Fujian, China)
Article
Attract-Repulse Fireworks Algorithm and its CUDA Implementation Using Dynamic Parallelism (pages 1-31)
Ke Ding (Key Laboratory of Machine Perception (MOE), Peking University, Beijing, China & Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University, Beijing, China), Ying Tan (Key Laboratory of Machine Perception (MOE), Peking University, Beijing, China & Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University, Beijing, China)
Article
Parallelization of Enhanced Firework Algorithm using MapReduce (pages 32-51)
Simone A. Ludwig (Department of Computer Science, North Dakota State University, Fargo, ND, USA), Deepak Dawar (Department of Computer Science, North Dakota State University, Fargo, ND, USA)
Article
Analytics on Fireworks Algorithm Solving Problems with Shifts in the Decision Space and Objective Space (pages 52-86)
Shi Cheng (Division of Computer Science, The University of Nottingham Ningbo, Ningbo, China), Quande Qin (College of Management, Shenzhen University, Shenzhen, China), Junfeng Chen (Hohai University, Changzhou, China), Yuhui Shi (Department of Electrical and Electronic Engineering, Xi'an Jiaotong-Liverpool University, Suzhou, China), Qingyu Zhang (Shenzhen University, Shenzhen, China)
Article
Binary Fireworks Algorithm Based Thermal Unit Commitment (pages 87-101)
Lokesh Kumar Panwar (MNIT, Jaipur, India), Srikanth Reddy K (MNIT, Jaipur, India), Rajesh Kumar (MNIT, Jaipur, India)
Article
Application of Fireworks Algorithm in Gamma-Ray Spectrum Fitting for Radioisotope Identification (pages 102-125)
Miltiadis Alamaniotis (Nuclear Engineering Program, University of Utah, Salt Lake City, UT, USA & Applied Intelligent Systems Laboratory, School of Nuclear Engineering, Purdue University, West Lafayette, IN, USA), Chan K. Choi (School of Nuclear Engineering, Purdue University, West Lafayette, IN, USA), Lefteri H. Tsoukalas (School of Nuclear Engineering, Purdue University, West Lafayette, IN, USA)
Issue 3
Article
A Fireworks Algorithm for Modern Web Information Retrieval with Visual Results Mining (pages 1-23)
Hadj Ahmed Bouarara (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida Algeria, Saida, Algeria), Reda Mohamed Hamou (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida Algeria, Saida, Algeria), Abdelmalek Amine (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida Algeria, Saida, Algeria), Amine Rahmani (GeCoDe Laboratory, Department of Computer Science, Tahar Moulay University of Saida Alegria, Saida, Algeria)
Article
De novo Motif Prediction using the Fireworks Algorithm (pages 24-40)
Andrei Lihu (Politehnica University of Timișoara, Timișoara, Romania), Ștefan Holban (Politehnica University of Timișoara, Timișoara, Romania)
Article
Privacy Preserving Through Fireworks Algorithm Based Model for Image Perturbation in Big Data (pages 41-58)
Amine Rahmani (GeCoDe Laboratory, Tahar Moulay University of Saida Algeria, Saïda, Algeria), Abdelmalek Amine (GeCoDe Laboratory, Tahar Moulay University of Saida Algeria, Saïda, Algeria), Reda Mohamed Hamou (GeCoDe Laboratory, Tahar Moulay University of Saida Algeria, Saïda, Algeria), Mohamed Elhadi Rahmani (GeCoDe Laboratory, Tahar Moulay University of Saida Algeria, Saïda, Algeria), Hadj Ahmed Bouarara (GeCoDe Laboratory, Tahar Moulay University of Saida Algeria, Saïda, Algeria)
Issue 4
Article
Dynamic Particle Swarm Optimization with Any Irregular Initial Small-World Topology (pages 1-23)
Shuangxin Wang (School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing, China), Guibin Tian (School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing, China), Dingli Yu (School of Engineering, Liverpool John Moores University, Liverpool, UK), Yijiang Lin (School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing, China)
Article
A New Swarm Intelligence Technique of Artificial Haemostasis System for Suspicious Person Detection with Visual Result Mining (pages 24-54)
Hadj Ahmed Bouarara (GeCode Laboratory, Tahar Moulay University of Saida Algeria, Saida, Algeria), Reda Mohamed Hamou (GeCode Laboratory,Tahar Moulay University of Saida Algeria, Saida, Algeria), Abdelmalek Amine (GeCode Laboratory, Tahar Moulay University of Saida Algeria, Saida, Algeria)
Article
Two Diverse Swarm Intelligence Techniques for Supervised Learning (pages 55-66)
Tad Gonsalves (Department of Information and Communication Sciences, Sophia University, Tokyo, Japan)
Volume 5 (2014)
Issue 1
Article
Collective Animal Behaviour Based Optimization Algorithm for IIR System Identification Problem (pages 1-35)
P. Upadhyay (Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India), R. Kar (Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India), D. Mandal (Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India), S. P. Ghoshal (Department of Electrical Engineering, National Institute of Technology, Durgapur, India)
Article
Developmental Swarm Intelligence: Developmental Learning Perspective of Swarm Intelligence Algorithms (pages 36-54)
Yuhui Shi (Department of Electrical and Electronic Engineering, Xi'an Jiaotong Liverpool University, Jiangsu, China)
Article
Monitoring the Vital Signs in a Complex Social System: An Example Using Cultural Algorithms (pages 55-107)
Xiangdong Che (College of Technology, Eastern Michigan University, Ypsilanti, MI, USA), Areej Salaymeh (Department of Computer Science, Wayne State University, Detroit, MI, USA), Robert Reynolds (Department of Computer Science, Wayne State University, Detroit, MI, USA)
Issue 2
Article
Diversity and Mechanisms in Swarm Intelligence (pages 1-12)
Xin-She Yang (School of Science and Technology, Middlesex University London, London, UK)
Article
An Improved PSO with Small-World Topology and Comprehensive Learning (pages 13-28)
Yanmin Liu (School of Mathematics and Computer Science, Zunyi Normal College, Zunyi, China), Ben Niu (School of Economics and Management, Tongji University, Shanghai, China)
Article
Design of Optimal CMOS Inverter for Symmetric Switching Characteristics Using Firefly Algorithm with Wavelet Mutation (pages 29-64)
Bishnu Prasad De (Department of Electronics and Communication Engineering, NIT Durgapur, Durgapur, India), Rajib Kar (Department of Electronics and Communication Engineering, NIT Durgapur, Durgapur, India), Durbadal Mandal (Department of Electronics and Communication Engineering, NIT Durgapur, Durgapur, India), Sakti Prasad Ghoshal (Department of Electrical Engineering, NIT Durgapur, Durgapur, India)
Issue 3
Article
Harmony Search PSO Clustering for Tumor and Cancer Gene Expression Dataset (pages 1-21)
P. K. Nizar Banu (Department of Computer Applications, B.S. Abdur Rahman University, Chennai, India), S. Andrews (Department of Information Technology, Mahendra Engineering College, Namakkal India, India)
Article
Magnetotactic Bacteria Optimization Algorithm Based On Four Best-Rand Pairwise Schemes (pages 22-40)
Hongwei Mo (Automation College, Harbin Engineering University, Harbin, China), Lifang Xu (Automation College, Harbin Engineering University, Harbin, China), Lili Liu (Automation College, Harbin Engineering University, Harbin, China), Yanyan Zhao (Automation College, Harbin Engineering University, Harbin, China)
Article
Optimizing Power Electronic Circuit Design with Uniform Search Range: An Orthogonal Learning Particle Swarm Optimization Approach with Predictive Solution Strategy (pages 41-59)
Ying Lin (Department of Psychology, Sun Yat-sen University, Guangzhou, China), Zhi-Hui Zhan (Department of Computer Science, Sun Yat-sen University, Guangzhou, China), Jun Zhang (Department of Computer Science, Sun Yat-sen University, Guangzhou, China)
Issue 4
Article
Adaptive Teaching Learning Based Optimization Applied to Nonlinear Economic Load Dispatch Problem (pages 1-16)
Sk Md Ali Bulbul (Department of Electrical and Electronics Engineering, Bengal College of Engineering and Technology, West Bengal, India), Provas Kumar Roy (Department of Electrical Engineering, Jalpaiguri Government Engineering College, West Bengal, India)
Article
A Computational Comparison of Swarm Optimization Techniques for Optimal Load Shedding under the presence of Unified Power Flow Controller to Avoid Voltage Instability (pages 17-32)
B.Venkateswara Rao (Department of Electrical and Electronics Engineering, GITAM University, Visakhapatnam, India), G.V.Nagesh Kumar (Department of Electrical and Electronics Engineering, GITAM University, Visakhapatnam, India)
Article
Customizing Urban Pattern through an Agent-Based Approach (pages 33-44)
Salman Khalili Araghi (Faculty of Environmental Design, University of Calgary, Alberta, Canada), Afshin Esmaeili (Faculty of Computer Science, University of Calgary, Alberta, Canada), Gerald Hushlak (Department of Art, University of Calgary, Alberta, Canada), Anna Hushlak (School of Geography and Environment, University of Oxford, Oxford, UK)
Article
Multiobjective Differential Evolution Based on Fuzzy Performance Feedback (pages 45-64)
Chatkaew Jariyatantiwait (Oklahoma State University, Stillwater, OK, USA), Gary G. Yen (Oklahoma State University, Stillwater, OK, USA)
Volume 4 (2013)
Issue 1
Article
A Study of Normalized Population Diversity in Particle Swarm Optimization (pages 1-34)
Shi Cheng (Department of Electrical Engineering and Electronic, University of Liverpool, Liverpool, UK), Yuhui Shi (Department of Electrical and Electronic Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, China), Quande Qin (College of Management, Shenzhen University, Shenzhen, China)
Article
An Improved Population-Based Incremental Learning Algorithm (pages 35-61)
Komla A. Folly (Department of Electrical Engineering, University of Cape Town, Cape Town, South Africa)
Article
On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search (pages 62-77)
George M. Cavalcanti-Júnior (Polytechnic School of Pernambuco, University of Pernambuco, Recife, Pernambuco, Brazil), Fernando B. Lima-Neto (Polytechnic School of Pernambuco, University of Pernambuco, Pernambuco, Recife, Brazil), Carmelo J. A. Bastos-Filho (Polytechnic School of Pernambuco, University of Pernambuco, Recife, Pernambuco, Brazil)
Article
Computational Intelligence in Used Products Retrieval and Reproduction (pages 78-124)
Wen-Jing Gao (Department of Electrical and Electronic Engineering, University of Johannesburg, Johannesburg, South Africa), Bo Xing (Department of Electrical and Electronic Engineering, University of Johannesburg, Johannesburg, South Africa), Tshilidzi Marwala (Department of Engineering and the Built Environment, University of Johannesburg, Johannesburg, South Africa)
Issue 2
Title Page
Table of Contents
Article
Contour Gradient Optimization (pages 1-28)
Zhou Wu (Department of Electrical and Electronic Engineering, City University of Hong Kong, Hong Kong), Tommy W. S. Chow (Department of Electrical and Electronic Engineering, City University of Hong Kong, Hong Kong), Shi Cheng (Division of Computer Science, The University of Nottingham Ningbo, Ningbo, China), Yuhui Shi (Department of Electrical and Electronic Engineering, Xi'an Jiaotong-Liverpool University, Suzhou, China)
Article
A Novel Firefly Algorithm for Optimal Linear Phase FIR Filter Design (pages 29-48)
Suman Kumar Saha (Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India), R. Kar (Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India), D. Mandal (Department of Electronics and Communication Engineering, National Institute of Technology, Durgapur, India), S. P. Ghoshal (Department of Electrical Engineering, National Institute of Technology, Durgapur, India)
Article
Using Virtual Worlds to Facilitate the Exploration of Ancient Landscapes (pages 49-83)
Robert Reynolds (College of Engineering, Artificial Intelligence Laboratory, Wayne State University, Detroit, MI, USA), Kevin Vitale (Artificial Intelligence Laboratory, Wayne State University, Detroit, MI, USA), Xiangdong Che (College of Technology, Eastern Michigan University, Ypsilanti, MI, USA), John O’Shea (Great Lakes Archaeology, Museum of Anthropology, University of Michigan, Ann Arbor, MI, USA), Areej Salaymeh (Artificial Intelligence Laboratory, Wayne State University, Detroit, MI, USA)
Issue 3
Article
Multi-Objective Optimization Based on Brain Storm Optimization Algorithm (pages 1-21)
Yuhui Shi (Department of Electrical and Electronic Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, China), Jingqian Xue (Huawei, Xi’an, China), Yali Wu (Xi’an University of Technology, Xi’an, China)
Article
Weaver Ant Colony Optimization-Based Neural Network Learning for Mammogram Classification (pages 22-41)
A. Kaja Mohideen (Department of Applied Mathematics and Computational Sciences, PSG College of Technology, Coimbatore, Tamil Nadu, India), K. Thangavel (Department of Computer Science, Periyar University, Salem, Tamil Nadu, India)
Article
Weighted Average-Based Multi-Objective Optimization of Tube Spinning Process using Non-Traditional Optimization Techniques (pages 42-57)
Pandu R Vundavilli (IIT Bhubaneswar, Bhubaneswar, Odisha, India), J. Phani Kumar (Vathsalya Institute of Science & Technology, Bhongiri, Andhra Pradesh, India), M.B. Parappagoudar (Chhatrapati Shivaji Institute of Technology, Durg, Chhattisgarh, India)
Article
Distributed Query Plan Generation using Particle Swarm Optimization (pages 58-82)
T.V. Vijay Kumar (School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi, India), Amit Kumar (School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi, India), Rahul Singh (School of Computer and Systems Sciences, Jawaharlal Nehru University, New Delhi, India)
Issue 4
Editorial Preface
Yuhui Shi (Department of Electrical and Electronic Engineering, Xi'an Jiaotong-Liverpool University, Suzhou, China)
Article
Modeling and Cohesiveness Analysis of Midge Swarms (pages 1-22)
Kevin M. Passino (Department of Electrical and Computer Engineering, Ohio State University, Columbus, OH, USA)
Article
List-Based Optimisers: Experiments and Open Questions (pages 23-38)
Maurice Clerc (Independent Consultant, Groisy, France)
Article
Introduction to Fireworks Algorithm (pages 39-70)
Ying Tan (School of Electronics Engineering and Computer Science, Peking University, Beijing, China), Chao Yu (School of Electronics Engineering and Computer Science, Peking University, Beijing, China), Shaoqiu Zheng (School of Electronics Engineering and Computer Science, Peking University, Beijing, China), Ke Ding (School of Electronics Engineering and Computer Science, Peking University, Beijing, China)
Volume 3 (2012)
Issue 1
Article
A Culture-Based Particle Swarm Optimization Framework for Dynamic, Constrained Multi-Objective Optimization (pages 1-29)
Ashwin A. Kadkol (Oklahoma State University, USA), Gary G. Yen (Oklahoma State University, USA)
Article
A Discrete Artificial Bees Colony Inspired Biclustering Algorithm (pages 30-42)
R. Rathipriya (Periyar University, India), K. Thangavel (Periyar University, India)
Article
Drilling Optimization via Particle Swarm Optimization (pages 43-54)
T. O. Ting (Xi’an Jiaotong Liverpool University, China), T. S. Lee (Multimedia University, Malaysia)
Article
Tracking Multiple Optima in Dynamic Environments by Quantum-Behavior Particle Swarm Using Speciation (pages 55-76)
Ji Zhao (Wuxi City College of Vocational Technology and Jiangnan University, China), Jun Sun (Jiangnan University, China), Vasile Palade (University of Oxford, UK)
Issue 2
Article
Particle Swarm Optimization to Design Ideotypes for Sustainable Fruit Production Systems (pages 1-19)
Abdeslam Kadrani (INRA, UR1115 PSH, F-84000 Avignon, France), Mohamed-Mahmoud Ould Sidi (INRA, UR1115 PSH, F-84000 Avignon, France), Bénédicte Quilot-Turion (INRA, UR1115 PSH, F-84000 Avignon, France), Michel Génard (INRA, UR1115 PSH, F-84000 Avignon, France), Françoise Lescourret (INRA, UR1115 PSH, F-84000 Avignon, France)
Article
A Swarm Intelligence Method Combined to Evolutionary Game Theory Applied to the Resources Allocation Problem (pages 20-38)
Cédric Leboucher (MBDA Missile Systems-France, France), Rachid Chelouah (École Internationale des Sciences du Traitement de l’Information (EISTI), France), Patrick Siarry (University Paris-Est Créteil (UPEC), France), Stéphane Le Ménec (MBDA Missile Systems -France, France)
Article
A Clustering Ant Colony Algorithm for the Long-Term Car Pooling Problem (pages 39-62)
Yuhan Guo (Université Lille Nord de France, France), Gilles Goncalves (Université Lille Nord de France, France), Tienté Hsu (Université Lille Nord de France, France)
Article
A New Hybrid Distributed Double Guided Genetic Swarm Algorithm for Optimization and Constraint Reasoning: Case of Max-CSPs (pages 63-74)
Asma Khadhraoui (Hana Laboratory, ENSI-L’Ecole Nationale Des Sciences De L’informatique, University of Manouba, Tunisia), Sadok Bouamama (Hana Laboratory, ENSI-L’Ecole Nationale Des Sciences De L’informatique, University of Manouba, Tunisia)
Issue 3
Article
From Swarm Art Toward Ecosystem Art (pages 1-18)
Stefan Bornhofen (L@ris, EISTI, France), Vincent Gardeux (L@ris, EISTI, France), Andréa Machizaud (L@ris, EISTI, France)
Article
Predicting Multi-Component Protein Assemblies Using an Ant Colony Approach (pages 19-31)
Vishwesh Venkatraman (Norwegian University of Science and Technology (NTNU), Norway), David W. Ritchie (INRIA Nancy - Grand Est, France)
Article
A Multi-Objective Gravitational Search Algorithm Based on Non-Dominated Sorting (pages 32-49)
Hadi Nobahari (Sharif University of Technology, Iran), Mahdi Nikusokhan (Sharif University of Technology, Iran), Patrick Siarry (Université Paris-Est Créteil (UPEC), France)
Article
Detection of Primitive Collective Behaviours in a Crowd Panic Simulation Based on Multi-Agent Approach (pages 50-65)
Jérémy Patrix (CASSIDIAN SAS & University of Caen-Basse-Normandie, France), Abdel-Illah Mouaddib (GREYC (UMR 6072), University of Caen-Basse-Normandie, France), Sylvain Gatepaille (CASSIDIAN SAS, IPCC department of Val-de-Reuil, France)
Article
A Robust Scheme for Aggregating Quasi-Blind Robots in an Active Environment (pages 66-80)
Nazim Fatès (Inria, France), Nikolaos Vlassopoulos (Inria, France)
Issue 4
Article
Termite-Hill: From Natural to Artificial Termites in Sensor Networks (pages 1-22)
Adamu Murtala Zungeru (School of Electrical and Electronic Engineering, University of Nottingham, Jalan Broga, Semenyih, Selangor Darul Ehsan, Malaysia), Li-Minn Ang (School of Engineering, Edith Cowan University, Joondalup, WA, Australia), Kah Phooi Seng (School of Computer Technology, Sunway University, Bandar Sunway, Petaling Jaya, Selangor, Malaysia)
Article
Population Diversity of Particle Swarm Optimizer Solving Single and Multi-Objective Problems (pages 23-60)
Shi Cheng (University of Liverpool, Liverpool, UK), Yuhui Shi (Xi’an Jiaotong-Liverpool University, Dushu Lake, Higher Education Town, Suzhou, China), Quande Qin (Shenzhen University, Nanshan, Shenzhen, Guangdong, China)
Article
Structural Identification Based on Transient Power Flows using Particle Swarm Optimization (pages 61-82)
Cibu K. Varghese (Department of Mechanical Engineering, Mar Athanasius College of Engineering, Kothamangalam, India), K. Shankar (Department of Mechanical Engineering, Indian Institute of Technology Madras, Chennai, Tamilnadu, India)
Volume 2 (2011)
Issue 1
Article
A Multiobjective Particle Swarm Optimizer for Constrained Optimization (pages 1-23)
Gary G. Yen (Oklahoma State University, USA), Wen-Fung Leong (Oklahoma State University, USA)
Article
Design of Robust Approach for Failure Detection in Dynamic Control Systems (pages 24-43)
Gomaa Zaki El-Far (Menoufia University, Egypt)
Article
Effects of Multi-Robot Team Formations on Distributed Area Coverage (pages 44-69)
Prithviraj Dasgupta (University of Nebraska at Omaha, USA), Taylor Whipple (University of Nebraska at Omaha, USA), Ke Cheng (University of Nebraska at Omaha, USA)
Issue 2
Article
Scatter Search and Path Relinking : A Tutorial on the Linear Arrangement Problem (pages 1-21)
Rafael Martí (Universidad de Valencia, Spain), Juan-José Pantrigo (Universidad Rey Juan Carlos, Spain), Abraham Duarte (Universidad Rey Juan Carlos, Spain), Vicente Campos (Universidad de Valencia, Spain), Fred Glover (OptTek Systems, Inc., USA)
Article
A Complementary Cyber Swarm Algorithm (pages 22-41)
Peng-Yeng Yin (Ming Chuan University, Taiwan), Fred Glover (OptTek Systems, Inc., USA), Manuel Laguna (University of Colorado, USA), Jia-Xian Zhu (National Chi Nan University, Taiwan)
Article
Path Relinking Scheme for the Max-Cut Problem within Global Equilibrium Search (pages 42-51)
Volodymyr P. Shylo (Institute of Cybernetics NAS of Ukraine, Ukraine), Oleg V. Shylo (University of Pittsburgh, USA)
Article
Path Relinking with Multi-Start Tabu Search for the Quadratic Assignment Problem (pages 52-70)
Tabitha James (Virginia Tech, USA), Cesar Rego (University of Mississippi, USA)
Issue 3
Article
How Ants Can Efficiently Solve Generalized Watchman Route Problem (pages 1-15)
Pawel Paduch (Kielce University of Technology, Poland), Krzysztof Sapiecha (Kielce University of Technology, Poland)
Article
Image Segmentation Based on Bacterial Foraging and FCM Algorithm (pages 16-28)
Hongwei Mo (Harbin Engineering University, China), Yujing Yin (Harbin Engineering University, China)
Article
Minimum Span Frequency Assignment Based on a Multiagent Evolutionary Algorithm (pages 29-42)
Jing Liu (Xidian University, China), Jinshu Li (Xidian University, China), Weicai Zhong (Northwest A&F University, China), Li Zhang (Soochow University, China), Ruochen Liu (Xidian University, China)
Article
Experimental Study on Boundary Constraints Handling in Particle Swarm Optimization: From Population Diversity Perspective (pages 43-69)
Shi Cheng (University of Liverpool, UK), Yuhui Shi (Southern University of Science and Technology (SUSTech), China), Quande Qin (Shenzhen University, China)
Issue 4
Article
Chaos-Enhanced Firefly Algorithm with Automatic Parameter Tuning (pages 1-11)
Xin-She Yang (National Physical Lab, UK)
Article
Swarm Intelligence for Non-Negative Matrix Factorization (pages 12-34)
Andreas Janecek (University of Vienna, Austria), Ying Tan (Peking University, China)
Article
An Optimization Algorithm Based on Brainstorming Process (pages 35-62)
Yuhui Shi (Southern University of Science and Technology (SUSTech), China)
Volume 1 (2010)
Issue 1
Article
Bacterial Foraging Optimization (pages 1-16)
Kevin M. Passino (The Ohio State University, USA)
Article
Article
Constraint Handling in Particle Swarm Optimization (pages 42-63)
Wen Fung Leong (Oklahoma State University, USA), Gary G. Yen (Oklahoma State University, USA)
Issue 2
Article
Design of Multi-Criteria PI Controller Using Particle Swarm Optimization for Multiple UAVs Close Formation (pages 1-17)
Xiangyin Zhang (Beijing University of Aeronautics and Astronautics, China), Haibin Duan (Beijing University of Aeronautics and Astronautics, China), Shan Shao (Shenyang Aircraft Design and Research Institute, China), Yunhui Wang (Shenyang Aircraft Design and Research Institute, China)
Article
Taguchi-Particle Swarm Optimization for Numerical Optimization (pages 18-33)
T. O. Ting (HKUSpace Global College, China), H. C. Ting (Tunku Abdul Rahman College, Malaysia), T. S. Lee (Multimedia University, Malaysia)
Article
Biases in Particle Swarm Optimization (pages 34-57)
William M. Spears (Swarmotics LLC, USA), Derek T. Green (University of Arizona, USA), Diana F. Spears (Swarmotics LLC, USA)
Article
Distributed Multi-Agent Systems for a Collective Construction Task based on Virtual Swarm Intelligence (pages 58-79)
Yan Meng (Stevens Institute of Technology, USA), Yaochu Jin (University of Surrey, UK)
Article
Honey Bee Swarm Cognition: Decision-Making Performance and Adaptation (pages 80-97)
Kevin M. Passino (Ohio State University, USA)
Issue 3
Article
Oscillation Damping Enhancement via Coordinated Design of PSS and FACTS-Based Stabilizers in a Multi-Machine Power System Using PSO (pages 1-18)
M. A. Abido (King Fahd University of Petroleum & Minerals (KFUPM), Saudi Arabia), Saleh M. Bamasak (Saudi Electricity Company (SEC), Saudi Arabia)
Article
Compensation of Voltage Sags with Phase-Jumps through DVR with Minimum VA Rating Using PSO based ANFIS Controller (pages 19-33)
Anil Kumar Ramakuru (IIT MADRAS, India), Siva G. Kumar (IIT MADRAS, India), Kalyan B. Kumar (IIT MADRAS, India), Mahesh K. Mishra (IIT MADRAS, India)
Article
Optimal Power Flow with TCSC and TCPS Modeling using Craziness and Turbulent Crazy Particle Swarm Optimization (pages 34-50)
P. K. Roy (National Institute of Technology, India), S. P. Ghoshal (National Institute of Technology, India), S. S. Thakur (National Institute of Technology, India)
Article
Congestion Management Using Hybrid Particle Swarm Optimization Technique (pages 51-66)
Sujatha Balaraman (Government College of Engineering, India), N. Kamaraj (Thiagarajar College of Engineering, India)
Article
Unit Commitment by Evolving Ant Colony Optimization (pages 67-77)
K. Vaisakh (Andhra University, India), L. R. Srinivas (S.R.K.R. Engineering College, India)
Issue 4
Article
Adaptive Neuro-Fuzzy Control Approach Based on Particle Swarm Optimization (pages 1-16)
Gomaa Zaki El-Far (Menoufia University, Egypt)
Article
A Theoretical Framework for Estimating Swarm Success Probability Using Scouts (pages 17-45)
Antons Rebguns (The University of Wyoming, USA), Diana F. Spears (Swarmotics LLC, USA), Richard Anderson-Sprecher (University of Wyoming, USA), Aleksey Kletsov (East Carolina University, USA)
Article
Beyond Standard Particle Swarm Optimisation (pages 46-61)
Maurice Clerc (Independent Consultant, France)