A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting

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.

• Type: Conference
• Year: 2004
• Where: GECCO
• Authors: Antony W. Iorio, Xiaodong Li
• Keywords: Collaboration Formation Mechanism, Cooperative Coevolutionary Algorithm, GECCO 2004, Non-dominated Sorting Procedure