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
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;
Conference_Titel :
Evolutionary Computation, 2004. CEC2004. Congress on
Print_ISBN :
0-7803-8515-2
DOI :
10.1109/CEC.2004.1330858
