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REDUCING THE PARETO OPTIMAL SET IN MULTICRITERIA OPTIMIZATION(With Applications to Pareto Optimal Dynamic Programming)
Journal article   Peer reviewed

REDUCING THE PARETO OPTIMAL SET IN MULTICRITERIA OPTIMIZATION(With Applications to Pareto Optimal Dynamic Programming)

M. A. Rosenman and J. S. Gero
Engineering optimization, v 8(3), pp 189-206
01 Jan 1985

Abstract

This paper describes the rationale for using clustering methods to reduce the size of the Pareto optimal set whilst retaining its shape. It proceeds lo describe an implementation of the complete-linkage clustering method and demonstrates its application. Finally, the method is incorporated into a Pareto optimal serial dynamic programming process to reduce the size of the Pareto optimal set generated at each stage of the optimization.

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