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

View the International Journal of Swarm Intelligence Research (IJSIR) home page for complete details.
Volume 9 (2018)
Issue 1
Article 1
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 2
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 3
A Grayscale Segmentation Approach Using the Firefly Algorithm and the Gaussian Mixture Model (pages 39-57)
Donatella Giuliani (University of Bologna, Fano, Italy)
Article 4
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 1
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 2
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 3
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 4
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)
Volume 8 (2017)
Issue 1
Article 1
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 2
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 3
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 1
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 2
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 3
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 4
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 1
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 2
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 3
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 1
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 2
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 3
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 1
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 2
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 3
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 1
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 2
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 3
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 1
City Group Optimization: An Optimizer for Continuous Problems (pages 1-22)
Yijun Yang (Beihang University, Beijing, China), Haibin Duan (Beihang University, Beijing, China)
Article 2
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 3
Customer Profiling in Complex Analytical Environments Using Swarm Intelligence Algorithms (pages 43-70)
Goran Klepac (Raiffeisenbank Austria d.d., Zagreb, Croatia)
Issue 4
Article 1
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 2
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 3
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 1
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 2
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 3
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 1
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 2
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 3
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 4
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 5
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 1
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 2
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 3
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 1
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 2
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 3
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 1
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 2
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 3
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 1
Diversity and Mechanisms in Swarm Intelligence (pages 1-12)
Xin-She Yang (School of Science and Technology, Middlesex University London, London, UK)
Article 2
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 3
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 1
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 2
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 3
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 1
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 2
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 3
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 4
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 1
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 2
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 3
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 4
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 1
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 2
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 3
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 1
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 2
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 3
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 4
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 1
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 2
List-Based Optimisers: Experiments and Open Questions (pages 23-38)
Maurice Clerc (Independent Consultant, Groisy, France)
Article 3
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 1
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 2
A Discrete Artificial Bees Colony Inspired Biclustering Algorithm (pages 30-42)
R. Rathipriya (Periyar University, India), K. Thangavel (Periyar University, India)
Article 3
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 4
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 1
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 2
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 3
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 4
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 1
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 2
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 3
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 4
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 5
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 1
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 2
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 3
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 1
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 2
Design of Robust Approach for Failure Detection in Dynamic Control Systems (pages 24-43)
Gomaa Zaki El-Far (Menoufia University, Egypt)
Article 3
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 1
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 2
A Complementary Cyber Swarm Algorithm (pages 22-41)
Peng-Yeng Yin (National Chi Nan University, Taiwan), Fred Glover (OptTek Systems, Inc., USA), Manuel Laguna (University of Colorado, USA), Jia-Xian Zhu (National Chi Nan University, Taiwan)
Article 3
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 4
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 1
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 2
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 3
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 4
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 1
Chaos-Enhanced Firefly Algorithm with Automatic Parameter Tuning (pages 1-11)
Xin-She Yang (National Physical Lab, UK)
Article 2
Swarm Intelligence for Non-Negative Matrix Factorization (pages 12-34)
Andreas Janecek (University of Vienna, Austria), Ying Tan (Peking University, China)
Article 3
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 1
Bacterial Foraging Optimization (pages 1-16)
Kevin M. Passino (The Ohio State University, USA)
Article 2
Article 3
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 1
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 2
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 3
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 4
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 5
Honey Bee Swarm Cognition: Decision-Making Performance and Adaptation (pages 80-97)
Kevin M. Passino (Ohio State University, USA)
Issue 3
Article 1
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 2
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 3
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 4
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 5
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 1
Adaptive Neuro-Fuzzy Control Approach Based on Particle Swarm Optimization (pages 1-16)
Gomaa Zaki El-Far (Menoufia University, Egypt)
Article 2
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 3
Beyond Standard Particle Swarm Optimisation (pages 46-61)
Maurice Clerc (Independent Consultant, France)