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.
Authors
- Aljoša Vodopija (ORCID: https://orcid.org/0000-0003-0299-4160)
Institutions
- Jožef Stefan Institute (SI)
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