Thesis Proposals

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).