A tool to convert continuous multiobjective optimisation test problems into combinatorial ones

P. Siarry and Y. Collette

International Journal of Operational Research, 2008, vol. 3, issue 3, 281-300

Abstract: We present a tool to convert continuous multiobjective test problems into combinatorial ones. In this paper, we present some methods to transform a multiobjective continuous test problem into a multiobjective combinatorial test problem. These transformations are applied to two experiments: a speed measurement comparison between three classical optimisation methods and trajectory visualisation of some classical optimisation method on a combinatorial test problem. With this transformation, we will be able to compare the behaviour of an optimisation method on a continuous test problem and on a combinatorial test problem. We will see that an explanation in the continuous domain of a change of behaviour among two aggregation methods can be transposed into the combinatorial domain.

Keywords: multiobjective optimisation; multiobjective combinatorial test problems; multiobjective continuous test problems. (search for similar items in EconPapers)
Date: 2008
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