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A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting
Antony W. Iorio and Xiaodong Li
School of Computer Science and Information Technology, Royal Melbourne Institute of Technology University, Melbourne, Vic. 3001, Australiaiantony@cs.rmit.edu.au
xiaodong@cs.rmit.edu.au
http://goanna.cs.rmit.edu.au/~xiaodong/ecml/
Abstract. The following paper describes a cooperative coevolutionary algorithm which incorporates a novel collaboration formation mechanism. It encourages rewarding of components participating in successful collaborations from each sub-population. The successfulness of the collaboration is measured by a non-dominated sorting procedure. The algorithm has demonstrated it can perform comparably with the NSGA-II on some multiobjective function optimization problems.
LNCS 3102, p. 537 ff.
lncs@springer.de
© Springer-Verlag Berlin Heidelberg 2004