DocumentCode
3395525
Title
Vector evaluated differential evolution for multiobjective optimization
Author
Parsopoulos, Konstantinos E. ; Tasoulis, D.K. ; Pavlidis, N.G. ; Plagianakos, V.P. ; Vrahatis, M.N.
Author_Institution
Dept. of Math., Patras Univ., Greece
Volume
1
fYear
2004
fDate
19-23 June 2004
Firstpage
204
Abstract
A parallel, multi-population differential evolution algorithm for multiobjective optimization is introduced. The algorithm is equipped with a domination selection operator to enhance its performance by favouring non-dominated individuals in the populations. Preliminary experimental results on widely used test problems are promising. Comparisons with the VEGA approach are provided and discussed.
Keywords
differential equations; evolutionary computation; mathematical operators; optimisation; parallel algorithms; VEGA approach; domination selection operator; multiobjective optimization; parallel multipopulation differential evolution; vector evaluated differential evolution; Artificial intelligence; Concurrent computing; Evolutionary computation; Genetic algorithms; Mathematics; Minimization methods; Systems engineering and theory; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2004. CEC2004. Congress on
Print_ISBN
0-7803-8515-2
Type
conf
DOI
10.1109/CEC.2004.1330858
Filename
1330858
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