1.

Neuromemetic Evolutionary Optimization / Paweł Liskowski (WIiT), Krzysztof Krawiec (WIiT), Nihat Engin Toklu // W: Parallel Problem Solving from Nature – PPSN XVI : 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I / red. Thomas Bäck: Springer, 2020 - s. 623-636

Rozdział w monografii naukowej / referat 20 140

2.

Program synthesis as latent continuous optimization: evolutionary search in neural embeddings / Paweł Liskowski (WIiT), Krzysztof Krawiec (WIiT), Nihat Engin Toklu, Jerry Swan // W: GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference - New York, NY, USA : Association for Computing Machinery (ACM), 2020 - s. 359-367

Rozdział w monografii naukowej / referat 20 140

3.

Solving Symbolic Regression Problems with Formal Constraints / Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: GECCO '19 : proceedings of the Genetic and Evolutionary Computation Conference / red. Manuel López-Ibáñez - New York, USA : ACM, 2019 - s. 977-984

Rozdział w monografii naukowej / referat 20 140

4.

Stochastic Program Synthesis via Recursion Schemes / Jerry Swan, Krzysztof Krawiec (WI), Zoltan A Kocsis // W: GECCO '19 : proceedings of the Genetic and Evolutionary Computation Conference / red. Manuel López-Ibáñez - New York, USA : ACM, 2019 - s. 35-36

Rozdział w monografii naukowej / referat 20 140

5.

Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs / Krzysztof Krawiec (WI), Iwo Błądek (WI), Jerry Swan, John H. Drake // W: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18) / red. Jérôme Lang: International Joint Conferences on Artificial Intelligence, 2018 - s. 5304-5308

Rozdział w monografii naukowej / referat 5 200

6.

Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures / Krzysztof Krawiec (WI), Christopher Simons, Jerry Swan, John Woodward // W: Handbook of Research on Emergent Applications of Optimization Algorithms / red. Pandian Vasant, Sirma Zeynep Alparslan-Gok, Gerhard-Wilhelm Weber: IGI Global, 2018 - s. 1-36

Rozdział w monografii naukowej 5

7.

Neural estimation of interaction outcomes / Paweł Liskowski (WI), Bartosz Wieloch (WI), Krzysztof Krawiec (WI) // W: GECCO '18 : Proceedings of the Genetic and Evolutionary Computation Conference / red. Hernan Aguirre - New York, USA : ACM, 2018 - s. 1055-1062

Rozdział w monografii naukowej / referat 20 140 15

8.

Neuro-Guided Genetic Programming: Prioritizing Evolutionary Search with Neural Networks / Paweł Liskowski (WI), Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: GECCO '18 : Proceedings of the Genetic and Evolutionary Computation Conference / red. Hernan Aguirre - New York, USA : ACM, 2018 - s. 1143-1150

Rozdział w monografii naukowej / referat 20 140 15

9.

Counterexample-Driven Genetic Programming / Krzysztof Krawiec (WI), Iwo Błądek (WI), Jerry Swan // W: GECCO '17 : Proceedings of the Genetic and Evolutionary Computation Conference - New York, USA : ACM Order Department, 2017 - s. 953-960

Rozdział w monografii naukowej / referat 20 140 15

10.

Evolutionary Program Sketching / Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: Genetic Programming : 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceeding - Cham, Switzerland : Springer, 2017 - s. 3-18

Rozdział w monografii naukowej / referat 20 70 15

11.

Geometric Semantic Genetic Programming for Recursive Boolean Programs / Alberto Moraglio, Krzysztof Krawiec (WI) // W: GECCO '17 : Proceedings of the Genetic and Evolutionary Computation Conference - New York, USA : ACM Order Department, 2017 - s. 993-1000

Rozdział w monografii naukowej / referat 20 140 15

12.

Polytypic Genetic Programming / Jerry Swan, Krzysztof Krawiec (WI), Neil Ghani // W: Applications of Evolutionary Computation : 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part II / red. Giovanni Squillero, Kevin Sim - Cham, Switzerland : Springer International Publishing, 2017 - s. 66-81

Rozdział w monografii naukowej / referat 20 15

13.

Synthesis of Mathematical Programming Constraints with Genetic Programming / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // W: Genetic Programming : 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceeding - Cham, Switzerland : Springer, 2017 - s. 178-193

Rozdział w monografii naukowej / referat 20 70 15

14.

Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: GECCO '16 : proceedings of the Genetic and Evolutionary Computation Conference 2016 - New York, United States : ACM, 2016 - s. 749-756

Referat 15

15.

Online Discovery of Search Objectives for Test-based Problems / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - s. 163-164

Referat 15

16.

Semantic Genetic Programming / Alberto Moraglio, Krzysztof Krawiec (WI) // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - s. 639-662

Referat 15

17.

Semantic Geometric Initialization / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // W: Genetic Programming : 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016 : Proceedings / red. Malcolm I. Heywood: Springer International Publishing, 2016 - s. 261-277

Referat

18.

Simultaneous Synthesis of Multiple Functions using Genetic Programming with Scaffolding / Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - s. 97-98

Referat 15

19.

Solving Complex Problems with Coevolutionary Algorithms / Krzysztof Krawiec (WI), Malcolm I. Heywood // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - s. 687-713

Referat 15

20.

An Integrated Approach to Stage 1 Breast Cancer Detection / Jeannie M. Fitzgerald, Conor Ryan, David Medernach, Krzysztof Krawiec (WI) // W: GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation / red. Sara Silva - New York, United States : Association for Computing Machinery (ACM), 2015 - s. 1199-1206

Referat 15

21.

Automatic Derivation of Search Objectives for Test-Based Genetic Programming / Krzysztof Krawiec (WI), Paweł Liskowski (WI) // W: Genetic Programming : 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015 : Proceedings / red. Penousal Machado: Springer International Publishing, 2015 - s. 53-65

Referat 15

22.

Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions / Karolina Stanislawska, Krzysztof Krawiec (WI), Timo Vihma // W: GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation / red. Sara Silva - New York, United States : Association for Computing Machinery (ACM), 2015 - s. 1279-1286

Referat 15

23.

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris / Wojciech Jaśkowski (WI), Marcin Szubert (WI), Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation / red. Sara Silva - New York, United States : Association for Computing Machinery (ACM), 2015 - s. 567-573

Referat 15

24.

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents / Marcin Szubert (WI), Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: Applications of Evolutionary Computation : 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015 : Proceedings / red. Antonio M. Mora, Giovanni Squillero: Springer International Publishing, 2015 - s. 394-405

Referat

25.

Behavioral programming: a broader and more detailed take on semantic GP / Krzysztof Krawiec (WI), Una-May O'Reilly // W: GECCO '14 Proceedings of the 2014 conference on Genetic and evolutionary computation, Vancouver, Canada, July 12-16, 2014 - New York, United States : ACM, 2014 - s. 1-14

Referat 15

26.

Behavioral Search Drivers for Genetic Programing / Krzysztof Krawiec (WI), Una-May O'Reilly // W: Genetic Programming : 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014 : revised selected papers / red. Miguel Nicolau - Berlin - Heidelberg, Germany : Springer, 2014 - s. 210-221

Referat

27.

Building a Stage 1 Computer Aided Detector for Breast Cancer Using Genetic Programming / Conor Ryan, Krzysztof Krawiec (WI), Una-May O'Reilly, Jeannie Fitzgerald, David Medernach // W: Genetic Programming : 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014 : revised selected papers / red. Miguel Nicolau - Berlin - Heidelberg, Germany : Springer, 2014 - s. 162-173

Referat

28.

Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: Parallel Problem Solving from Nature - PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014 : proceedings / red. Thomas Bartz-Beielstein: Springer International Publishing, 2014 - s. 611-620

Referat 15

29.

Improving Genetic Programming with Behavioral Consistency Measure / Krzysztof Krawiec (WI), Armando Solar-Lezama // W: Parallel Problem Solving from Nature - PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014 : proceedings / red. Thomas Bartz-Beielstein: Springer International Publishing, 2014 - s. 434-443

Referat 15

30.

Multiple regression genetic programming / Ignacio Arnaldo, Krzysztof Krawiec (WI), U-M. O'Reilly // W: GECCO '14 Proceedings of the 2014 conference on Genetic and evolutionary computation, Vancouver, Canada, July 12-16, 2014 - New York, United States : ACM, 2014 - s. 879-886

Referat 15

31.

Approximating geometric crossover by semantic backpropagation / Krzysztof Krawiec (WI), Tomasz Pawlak (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - s. 941-948

Referat 15

32.

Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors / Krzysztof Krawiec (WI), Mateusz Nawrocki (WI) // W: Applications of Evolutionary Computation : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013 : Proceedings - Berlin, Germany : Springer, 2013 - s. 376-386

Referat

33.

Improving coevolution by random sampling / Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Marcin Szubert (WI), Krzysztof Krawiec (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - s. 1141-1148

Referat 15

34.

Pattern-guided genetic programming / Krzysztof Krawiec (WI), Jerry Swan // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - s. 949-956

Referat 15

35.

Running programs backwards: instruction inversion for effective search in semantic spaces / Bartosz Wieloch (WI), Krzysztof Krawiec (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - s. 1013-1020

Referat 15

36.

Shaping fitness function for evolutionary learning of game strategies / Marcin Szubert (WI), Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - s. 1149-1156

Referat 15