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Research interests:
- Evolutionary computation
- Multiobjective optimization
- Systems biology and bioinformatics applications of the above
Projects, past and present:
- Multiobjective optimization of expensive functions using landscape approximation: ParEGO
- Evolutionary multiobjective clustering algorithms, MOCK and VIENNA
- The multiobjective quadratic assignment problem (mQAP)
- The Pareto Archived Evolution Strategy, PAES
- M-PAES, a memetic algorithm for multiobjective optimization
- Bounded Pareto archives: theory and algorithms
- Performance assessment of multiobjective optimization algorithms
- Multiobjectivization: decomposition of single-objective problems by reformulating them with multiple criteria.
- Semi-supervised classification and transductive inference.
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