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PhD Dissertation Reports: Characterization of Constrained Continuous Multiobjective Optimization Problems

Year: 2025

Type: article

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.

Source: ACM SIGEVOlution

Author: Aljoša Vodopija

Institutions: Jožef Stefan Institute, Jožef Stefan International Postgraduate School

Language: English

Topic: Advanced Multi-Objective Optimization Algorithms

Subfield: Computational Theory and Mathematics

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

OpenAlex ID: W4409805151

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