Title :
Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization
Author :
Huang, V.L. ; Qin, A.K. ; Suganthan, P.
Author_Institution :
School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Ave., 639798 Singapore, email: huangling@pmail.ntu.edu.sg
Abstract :
In this paper, we propose an extension of Self-adaptive Differential Evolution algorithm (SaDE) to solve optimization problems with constraints. In comparison with the original SaDE algorithm, the replacement criterion was modified for handling constraints. The performance of the proposed method is reported on the set of 24 benchmark problems provided by CEC2006 special session on constrained real parameter optimization.
Keywords :
evolutionary computation; optimisation; benchmark problems; constrained real-parameter optimization; handling constraints; replacement criterion; self-adaptive differential evolution algorithm; Benchmark testing; Chromium; Constraint optimization; Evolutionary computation; Genetic mutations; Indium phosphide; Space technology; Stochastic processes;
Conference_Titel :
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9487-9
DOI :
10.1109/CEC.2006.1688285
