A Multi-Criteria Decision Support System for Multi-Objective Optimization Algorithm Selection

Entity: Universitat Rovira i Virgili (URV)

Confidenciality: No

Education area(s): Enginyeria de la Seguretat Informàtica i Intel·ligència Artificial

APS: No

Title in different languages: A Multi-Criteria Decision Support System for Multi-Objective Optimization Algorithm Selection

Abstract: Multi-Criteria Decision Making (MCDM) offers a structured approach to evaluating and selecting algorithms based on various criteria. This thesis proposes a decision support system that integrates MCDM, specifically employing the Logic Scoring of Preferences (LSP) method, to systematically rank and select the most suitable Multi-Objective Evolutionary Algorithm. Testing consistently identifies top-performing algorithms across diverse scenarios.

Subject: Decisió multicriteri

Academic year: 2023-2024

Language: en

Work's public defense date: 2024-09-13

Subject areas: Computer engineering

Student: Kemcha, Rebiha

Department: Enginyeria Informàtica i Matemàtiques

Creation date in repository: 2025-10-23

Keywords: Algorithm Selection, Multi-objective Optimization, Multi-criteria Decision Making.

Title in original language: A Multi-Criteria Decision Support System for Multi-Objective Optimization Algorithm Selection

Access Rights: info:eu-repo/semantics/openAccess

Project director: Valls Mateu, Aïda