PhD Dissertation Reports: Characterization of Constrained Continuous Multiobjective Optimization Problems

Constrained multiobjective optimization problems (CMOPs) are integral to many real-world applications. Despite significant recent advances in multiobjective optimization, there remains a lack of adequate characterization and understanding of CMOPs, which limits the development and benchmarking of optimizers. This thesis addresses this gap by investigating CMOPs from two complementary perspectives: the feature space and the performance space.

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Publication Details

Journal
ACM SIGEVOlution
Published
2025-03-01
DOI
https://doi.org/10.1145/3733097.3733100
Primary Topic
Advanced Multi-Objective Optimization Algorithms
Type
article
Field-Weighted Citation Impact
0.00
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article

PhD Dissertation Reports: Characterization of Constrained Continuous Multiobjective Optimization Problems

Aljoša Vodopija
ACM SIGEVOlution
Advanced Multi-Objective Optimization Algorithms
article

PhD Dissertation Reports: Characterization of Constrained Continuous Multiobjective Optimization Problems

Aljoša Vodopija
article en

Abstract

Constrained multiobjective optimization problems (CMOPs) are integral to many real-world applications. Despite significant recent advances in multiobjective optimization, there remains a lack of adequate characterization and understanding of CMOPs, which limits the development and benchmarking of optimizers. This thesis addresses this gap by investigating CMOPs from two complementary perspectives: the feature space and the performance space.

ACM SIGEVOlutionVol. 18(1)
Jožef Stefan Institute (SI)
Openalex Percentile: Top 90%
Advanced Multi-Objective Optimization Algorithms
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PhD Dissertation Reports: Characterization of Constrained Continuous Multiobjective Optimization Problems — Aljoša Vodopija · ACM SIGEVOlution (2025) | TGRS Research Map | TGRS