A new Firefly algorithm with fuzzy adaptive parameters

چکیده مقاله

The Firefly algorithm is a swarm based algorithm that use for solving optimization problems. This paper proposed an improved Fuzzy Adaptive Firefly Algorithm (FAFA). In the proposed FAFA, a fuzzy system is used to adapt Firefly Algorithm’s parameters in order to improve its ability in global and local searches. Also, we used different fireflies initializing intervals and different iteration numbers to improve the algorithm capability to find global optima. Evidence indicates that the optimization results of proposed FAFA approach are so better than the standard FA.

دریافت لینک دانلود مقاله