Petr Pošík
Ing. Petr Pošík Ph.D.
Poša
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Postal address:
Technická 2
16627,
Prague 6
Czech Republic
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Office address:
Karlovo náměstí 13
12135,
Prague 2
Czech Republic
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Work e-mail: posik@labe.felk.cvut.cz
Work tel.: +420-2-2435-7228
Current Position:
Researcher at the Gerstner Laboratory
Research Interests:
- Optimization of Evolutionary Algorithms
- Estimation of Distribution Algorithms
- Hybridization of EAs (Memetic Algorithms)
- Multi-objective Optimization
Education:
- 2007 - Ph.D. in Artificial Intelligence and Biocybernetics at Czech Technical University, thesis: „On the Use of Probabilistic Models and Coordinate Transforms in Evolutionary Algorithms“
- 2001 - MSc. in Technical Cybernetics at Czech Technical University, thesis: „Parallel Genetic Algorithms“
Teaching:
Present:
- Problem solving and games (in Czech)
- AI Applications (in Czech)
Past:
- Operating Systems And Their Applications
- Introduction to Computer Systems
- Biology Data Processing
- Soft computing
Other Links:
GAs, EAs, etc.
Miscellaneous:
- Softwarové nástroje pro chudáka vědce (in Czech)
Publications
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2009
Conference Papers
- . Stochastic Local Search Techniques with Unimodal Continuous Distribtions: A Survey. Applications of Evolutionary Computing, EvoWorkshops 2009. 2009. [PDF] [BibTeX]
- . BBOB-Benchmarking a Simple Estimation of Distribution Algorithm with Cauchy Distribution. GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. 2009. [PDF] [BibTeX]
- . BBOB-benchmarking the DIRECT global optimization algorithm. GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. 2009. [PDF] [BibTeX]
- . BBOB-Benchmarking the Generalized Generation Gap Model with Parent Centric Crossover. GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. 2009. [PDF] [BibTeX]
- . BBOB-Benchmarking Two Variants of the Line-Search Algorithm. GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. 2009. [PDF] [BibTeX]
- . BBOB-Benchmarking the Rosenbrock's Local Search Algorithm. GECCO '09: Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference. 2009. [PDF] [BibTeX]
2008
Conference Papers
- . Gaussian EDA and Truncation Selection: Setting Limits for Sustainable Progress. IEEE SMC International Conference on Distributed Human-Machine Systems (DHMS 2008). 2008. [PDF] [BibTeX]
- . Truncation Selection and Gaussian EDA: Bounds for Sustainable Progress in High-Dimensional Spaces. EvoWorkshops 2008. 2008. [PDF] [BibTeX]
- . Preventing Premature Convergence in a Simple EDA via Global Step Size Setting. Parallel Problem Solving from Nature - PPSN X. 2008. [PDF] [BibTeX]
- . Analysis of Vestibular-Ocular Reflex by Evolutionary Framework. International Conference on Artificial Neural Networks - ICANN 2008. 2008. [PDF] [BibTeX]
Other Publications
2007
Conference Papers
- . Optimization via Classification. MENDEL 2007 - 13th International Conference on Soft Computing. 2007. [PDF] [BibTeX]
- . Estimation of Fitness Landscape Contours in EAs. GECCO 2007 - Proceedings of the 9th annual conference on Genetic and Evolutionary Computation. 2007. [PDF] [BibTeX]
Other Publications
- . On the use of probability models and coordinate transforms in evolutionary algorithms. 2007. [PDF] [BibTeX]
2006
Conference Papers
- . A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration. Parallel Problem Solving from Nature - {PPSN-IX}. 2006. [PDF] [BibTeX]
Other Publications
- . Ant Colony and Edge Histogram Resampling. 2006. [BibTeX]
2005
Conference Papers
- . On the Utility of Linear Transformations for Population-Based Optimization Algorithms. Preprints of the 16th World Congress of the International Federation of Automatic Control. 2005. [PDF] [BibTeX]
- . Real-Parameter Optimization Using the Mutation Step Co-evolution. IEEE Congress on Evolutionary Computation. 2005. [PDF] [BibTeX]
- . Vestibulo-ocular Reflex Signal Processing Using Evolutionary Algorithm. 3rd European Medical and Biological Engineering Conference - EMBEC'05. 2005. [PDF] [BibTeX]
2004
Conference Papers
- . Distribution Tree Building Real-Valued Evolutionary Algorithm. Parallel Problem Solving From Nature - PPSN VIII. 2004. [PDF] [BibTeX]
- . Kernel Principal Components Analysis as an Efficient Crossover Operator in Real-Valued Evolutionary Algorithms. IEEE 4th International Conference on Intelligent Systems Design and Applications 2004. 2004. [PDF] [BibTeX]
2003
Conference Papers
- . Comparing Various Marginal Probability Models in Evolutionary Algorithms. MENDEL 2003. 2003. [PDF] [BibTeX]
- . Estimation of Distribution Algorithms. Soft Computing and Complex Systems. 2003. [PDF] [BibTeX]