DocumentCode
2459208
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
fYear
0
fDate
0-0 0
Firstpage
17
Lastpage
24
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-9487-9
Type
conf
DOI
10.1109/CEC.2006.1688285
Filename
1688285
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