Using the ring neighborhood topology with self-adaptive differential evolution

Authors:
Mahamed G. H. Omran;Andries P Engelbrecht;Ayed Salman
Affiliations:
Faculty of Computing & IT, Arab Open University, Kuwait;Department of Computer Science, University of Pretoria, Pretoria, South Africa;Computer Engineering Department, Kuwait University, Kuwait
Venue:
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Year:
2006

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Abstract

This paper investigates the performance of Self-adaptive Differential Evolution (SDE) using a ring neighborhood topology, and compares the results with other well-known DE approaches. The experiments conducted show that using the ring topology with SDE generally improves the performance of SDE in the benchmark functions.