Vector evaluated differential evolution for multiobjective optimization

Parsopoulos, K. E. and Tasoulis, D. K. and Pavlidis, N. G. and Plagianakos, V. P. and Vrahatis, M. N. (2004) Vector evaluated differential evolution for multiobjective optimization. In: Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004. Proceedings of the 2004 Congress on Evolutionary Computation, CEC2004 . IEEE, USA, pp. 204-211. ISBN 0780385152

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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 favoring 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.

Item Type:
Contribution in Book/Report/Proceedings
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2200
Subjects:
ID Code:
138569
Deposited By:
Deposited On:
05 Nov 2019 10:25
Refereed?:
Yes
Published?:
Published
Last Modified:
05 Aug 2020 10:21