Research Field
Evolutionary Multi-/Many-objective Optimization
Evolutionary Multi-/Many-objective Optimization. Learn more→
Fuzzy Rule-based Classification
Fuzzy Rule-based Classification. Learn more→
Research Topics
- Evolutionary Multi-modal multi-objective optimization: Test problem design, search behavior analysis of existing algorithms, and new algorithm design.
- Indicator-based evolutionary multi-objective optimization: New algorithm design.
- Theoretical analysis of performance indicators for multi-objective optimization: Analysis of the optimal distribution of solutions for each indicator.
- Evolutionary many-objective optimization: Test problem design, search behavior analysis of existing algorithms, and new algorithm design.
- Normalization in evolutionary multi-objective optimization: Analysis of the effects of normalization mechanisms on the performance of evolutionary multi-objective optimization algorithms, and design of new normalization mechanisms.
- Interactive evolutionary multi-objective optimization.
- Applications of evolutionary multi-objective optimization such as multi-objective navigation of UAV.