-Performance of Chaotic Mapping Multi-Objective Optimization Algorithms

Home Page
About
Submit A Journal
Submit A Conference
Submit Paper/Book
- Submit a Preprint
- Submit a Book
Contact

Turkish Journal of Science and Technology
Volume:16 Issue:1
-Performance of Chaotic Mapping Multi-Objective Optimization Algorithms

-Performance of Chaotic Mapping Multi-Objective Optimization Algorithms

Authors : Eyüp ERÖZ, Erkan TANYILDIZI

Pages : 145-153

View : 41 | Download : 9

Publication Date : 2021-03-15

Article Type : Research Paper

Abstract :Multi-objective optimization is defined as the process of producing suitable solutions to problems with multiple objectives. The randomly generated string of numbers is of great importance in achieving solutions close to the global optimum in intuitive multi- objective optimization. Collecting the randomly generated string of numbers in a certain area increases the risk of moving away from the global optimum. Chaotic maps are used to reduce this risk it is not periodic as the variety of numbers produced in chaotic maps is high. For this reason, chaotic maps are used in the random number generation part of optimization algorithms. Chaos-based algorithms have become an important field of study because they are flexible and can escape from local minimums. In this study, the effects of chaotic maps on the new and successful Multipurpose Gold Sine Algorithm insert ignore into journalissuearticles values(MOGoldSA); were compared with the Multi-Objectıve Ant Lion Optimization insert ignore into journalissuearticles values(MOALO); algorithm.
Keywords : Chaotic Map, Multi Objective Optimization, Chaos Based Algorithms, Metaheuristic Methods

ORIGINAL ARTICLE URL

* There may have been changes in the journal, article,conference, book, preprint etc. informations. Therefore, it would be appropriate to follow the information on the official page of the source. The information here is shared for informational purposes. IAD is not responsible for incorrect or missing information.