General information:
- Students can prepare their thesis under my supervision.
- The topic must concern evolutionary multi-objective optimization.
- The thesis should be scientifically oriented and focused on developing and testing new methods.
- It is recommended to develop the project with the assistance of the JECDM framework (https://www.jecdm.cs.put.poznan.pl/).
Requirements: commitment, experience in optimization and evolutionary computation. High skills in mathematics, algorithmics, Java programming language, and similar related fields.
Keywords:
- multiple-objective optimization,
- evolutionary algorithms,
- real-world case study.
Example topics (ask me if they are still available first; also check the list on USOS APD):
- Students’ proposals on evolutionary multi-objective optimization (students can suggest their thesis proposal concerning evolutionary multi-objective optimization).
- Developing re-optimization mechanisms for evolutionary multi-objective optimization in the context of solving portfolio optimization problems.
- Multi-objective evolutionary algorithms for designing interplanetary trajectories.
- Designing adaptative reproduction operators for preference learning systems (the context of preference-based evolutionary multi-objective optimization).