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Krzysztof Krawiec
Program synthesis and genetic programming
- Krzysztof Krawiec, Behavioral Program Synthesis for the Automated Design of Algorithms (keynote at ECADA workshop, GECCO 2016).
- Krzysztof Krawiec, Jerry Swan, Discovering Relational Structure in Program Synthesis Problems with Analogical Reasoning (GPTP 2016).
- Paweł Liskowski, Krzysztof Krawiec, Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming (GECCO 2016),
- Paweł Liskowski, Krzysztof Krawiec, Surrogate Fitness via Factorization of Interaction Matrix (EuroGP 2016, Best Paper Award),
- Krzysztof Krawiec, Jerry Swan, Una-May O'Reilly, Behavioral Program Synthesis: Insights and Prospects (GPTP 2015).
- Krzysztof Krawiec, Paweł Liskowski, Automatic Derivation of Search Objectives for Test-Based Genetic Programming (EuroGP 2015),
- Krzysztof Krawiec, Una-May O'Reilly, Behavioral Programming: A Broader and More Detailed Take on Semantic GP (GECCO 2014, Best Paper Award).
- Krzysztof Krawiec, Armando Solar-Lezama, Improving Genetic Programming with Behavioral Consistency Measure (GECCO 2014)
- Tomasz P. Pawlak, Krzysztof Krawiec, Guarantees of Progress for Geometric Semantic Genetic Programming (PPSN 2014, Workshop on Semantic Methods in Genetic Programming, SMGP)
- Krzysztof Krawiec, Jerry Swan, Pattern-Guided Genetic Programming (GECCO 2013)
- Bartosz Wieloch, Krzysztof Krawiec, Running Programs Backwards: Instruction Inversion for Effective Search in Semantic Spaces (GECCO 2013)
- Krzysztof Krawiec, Tomasz P. Pawlak, Approximating Geometric Crossover by Semantic Backpropagation (GECCO 2013)
Applications