Hierarchical clustering-based framework for a posteriori exploration of Pareto fronts: application on the bi-objective next release problem

Hierarchical clustering-based framework for a posteriori exploration of Pareto fronts: application on the bi-objective next release problem

IntroductionWhen solving multi-objective combinatorial optimization problems using a search algorithm without a priori information, the result is a Pareto front. Selecting a solution from it is a laborious task if the number of solutions to be analyzed is large. This task would benefit from a system...

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Bibliographic Details
Main Authors:	Carlos Casanova, Esteban Schab, Lucas Prado, Giovanni Daián Rottoli
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-05-01
Series:	Frontiers in Computer Science
Subjects:	search-based software engineering preference-based algorithms a posteriori approach hierarchical clustering multiobjective optimization Pareto front
Online Access:	https://www.frontiersin.org/articles/10.3389/fcomp.2023.1179059/full

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