MOEADr: Component-Wise MOEA/D Implementation

Felipe Campelo (Developer), Claus Aranha (Developer)

Research output: Non-textual formSoftware

Abstract

R package containing a component-based, modular implementation of the Multiobjective Evolutionary Algorithm with Decomposition (MOEA/D) framework.

The MOEA/D framework is seen as a combination of specific design decisions regarding several independent modules:

Decomposition strategy;
Aggregation function;
Objective scaling strategy;
Neighborhood assignment strategy;
Variation Stack;
Update strategy;
Constraint handling method;
Termination criteria.
Original languageEnglish
Media of outputOnline
Publication statusPublished - 16 Mar 2017

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  • Research Output

    The MOEADr Package – A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on Decomposition

    Campelo, F., Batista, L. & Aranha, C., 23 Feb 2020, In : Journal of Statistical Software. 92, 6, p. 1-39

    Research output: Contribution to journalArticle

    Open Access
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