Summary
International Symposium on Nonlinear Theory and Its Applications
2016
Session Number:B3L-F
Session:
Number:B3L-F-4
Hybrid Method of Genetic Algorithm and Firefly Algorithm Distinguishing Between Males and Females
Masaki Takeuchi, Haruna Matsushita, Yoko Uwate, Yoshifumi Nishio,
pp.-
Publication Date:2016/11/27
Online ISSN:2188-5079
Summary:
We have proposed Firefly Algorithm Distinguishing between Males and Females (FADMF).This algorithm exists together with males and females. In this study, we propose Firefly Algorithm Distinguishing between Males and Females Combined with Genetic Algorithm (FADCG). This proposed algorithm is applied genetic operators every certain iteration. We compare these two algorithms and the conventional Firefly Algorithm by using 2013 Congress on Evolutionary Computation (CEC) benchmark functions. Numerical experiments indicate that FADCG is effective for complex optimization problems.