Fuzzy logic controller for an adaptive Huang cooling of simulated annealing
Abdellatif El Afia, Mohamed Lalaoui, Raddouane Chiheb · 2017
The present paper explores a new approach to control the simulated annealing (SA) with Huang cooling. The central idea is to control the cooling speed using a fuzzy controller to maintain a balance between exploration and exploitation which is critical for a good performances of SA. We perform this through a dynamic variation of the Huang cooling parameter during the run. The proposed method was applied on many benchmark functions and encouraging results are presented.