From Krzysztof Krawiec

Site: Research

I head the Computational Intelligence Group that groups several of my PhD students and postdocs. Our focus is on:

• Program synthesis by means of genetic programming
• Coevolutionary algorithms
• Selected aspects of group theory, in particular Andrews-Curtis Conjecture
• Pattern recognition and image analysis

Recent funded research projects

• Scalable metaheuristics for automated program synthesis, 2015-2018
• New Computational Paradigms for Explanatory Modeling of Complex Systems, 2011-2014
• Evolutionary Learning Systems for Real and Artificial Environments, 2007-2010
• Interferometric Imaging Methods for Investigation of Dynamics of Biological Systems, 2013-2015

Past research

• Software package and the results of experiments reported in our joint paper with Paweł Lichocki, entitled "Using Co-solvability to Model and Exploit Synergetic Effects in Evolution" (PPSN 2010)
• Knowledge sharing and knowledge reuse across different learning tasks
• Evolving vision-based robot controllers
• Genetic programming for pattern recognition and machine learning, in particular feature selection, construction, and weighing. See a separate page Evolutionary Feature Programming