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Preprints, Working Papers, ... Year : 2020

Performance indicators in multiobjective optimization

Abstract

In the recent years, the development of new algorithms for multiobjective optimization has considerably grown. A large number of performance ndicators has been introduced to measure the quality of Pareto fronts approximations produced by these algorithms. In this work, we propose a review of a total of 57 performance indicators partitioned into four groups according to their properties: cardinality, convergence, distribution and spread. Applications of these indicators are presented as well.

Dates and versions

hal-03862074 , version 1 (03-02-2020)
hal-03862074 , version 2 (24-11-2021)
hal-03862074 , version 3 (20-11-2022)

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Cite

Charles Audet, J Bigeon, D Cartier, Sébastien Le Digabel, Ludovic Salomon. Performance indicators in multiobjective optimization. 2020. ⟨hal-03862074v1⟩
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