Improved Whale Optimization Algorithm Based On π Number

Authors : Bahadur Alizada

Pages : 21-30

View : 19 | Download : 8

Publication Date : 2020-06-30

Article Type : Research

Abstract :In this study, an improved version is presented as a result of experiments performed on the whale optimization algorithm (WOA) in the literature. As a result of the experiments, number was added to the coefficient vector of the algorithm. The developed WOA algorithm based on the number of was adapted to test problems. The 23 most common Benchmark functions have been selected as test problems. In line with the results, it was observed that the exploitation and exploration phases of the WOA developed. The success of the results has proven itself in comparison with other algorithms.
Keywords : Whale Optimization Algorithm, Benchmark Functions, optimization