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:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2023.1179059/full