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Article Dans Une Revue European Journal of Operational Research Année : 2020

Performance indicators in multiobjective optimization

Résumé

In recent years, the development of new algorithms for multiobjective optimization has considerably grown. A large number of performance indicators has been introduced to measure the quality of Pareto front approximations produced by these algorithms. In this work, we propose a review of a total of 63 performance indicators partitioned into four groups according to their properties: cardinality, convergence, distribution and spread. Applications of these indicators are presented as well.
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Dates et versions

hal-03862074 , version 1 (20-11-2022)

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Charles Audet, Jean Bigeon, Dominique Cartier, Sébastien Le Digabel, Ludovic Salomon. Performance indicators in multiobjective optimization. European Journal of Operational Research, 2020, 292, pp.397 - 422. ⟨10.1016/j.ejor.2020.11.016⟩. ⟨hal-03862074⟩
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