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

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  • P. Siarry
  • Y. Collette

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.

Suggested Citation

  • P. Siarry & Y. Collette, 2008. "A tool to convert continuous multiobjective optimisation test problems into combinatorial ones," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 3(3), pages 281-300.
    • Handle: RePEc:ids:ijores:v:3:y:2008:i:3:p:281-300
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