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Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms

Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms

Alper Ozpinar, Emel Seyma Kucukasci
Copyright: © 2016 |Pages: 21
ISBN13: 9781522500759|ISBN10: 1522500758|EISBN13: 9781522500766
DOI: 10.4018/978-1-5225-0075-9.ch010
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MLA

Ozpinar, Alper, and Emel Seyma Kucukasci. "Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms." Intelligent Techniques for Data Analysis in Diverse Settings, edited by Numan Celebi, IGI Global, 2016, pp. 207-227. https://doi.org/10.4018/978-1-5225-0075-9.ch010

APA

Ozpinar, A. & Kucukasci, E. S. (2016). Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms. In N. Celebi (Ed.), Intelligent Techniques for Data Analysis in Diverse Settings (pp. 207-227). IGI Global. https://doi.org/10.4018/978-1-5225-0075-9.ch010

Chicago

Ozpinar, Alper, and Emel Seyma Kucukasci. "Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms." In Intelligent Techniques for Data Analysis in Diverse Settings, edited by Numan Celebi, 207-227. Hershey, PA: IGI Global, 2016. https://doi.org/10.4018/978-1-5225-0075-9.ch010

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Abstract

The timeless search for optimizing the demand and supply of any resource is one of the main issues for humanity nearly from the beginning of time. The relevant cost of adding an extra resource reacts by means of more energy requirement, more emissions, interaction with policies and market status makes is even more complicated. Optimization of demand and supply is the key to successfully solve the problem. There are various optimization algorithms in the literature and most of them uses various algorithms of iteration and some degree of randomness to find the optimum solution. Most of the metaheuristic and artificial intelligence algorithms require the randomness where to make a new decision to go forward. So this chapter is about the possible use of chaotic random numbers in the metaheuristic and artificial intelligence algorithms that requires random numbers. The authors only provide the necessary information about the algorithms instead of providing full detailed explanation of the subjects assuming the readers already have theoretical basic information.

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