Tomasz P. Pawlak

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 15

Top Topics

Business Process

Genetic Programming

Crossover Operator

Mixed Integer Linear Programming

Top Venues

Eur. J. Oper. Res.

IEEE Trans. Evol. Comput.

Publications

Jedrzej Potoniec, Daniel Sroka, Tomasz P. Pawlak
Continuous discovery of Causal nets for non-stationary business processes using the Online Miner. Eur. J. Oper. Res. 303 (3) (2022)
Tomasz P. Pawlak, Michael O'Neill
Grammatical evolution for constraint synthesis for mixed-integer linear programming. Swarm Evol. Comput. 64 (2021)
Tomasz P. Pawlak, Bartosz Litwiniuk
Ellipsoidal one-class constraint acquisition for quadratically constrained programming. Eur. J. Oper. Res. 293 (1) (2021)
Marcin Karmelita, Tomasz P. Pawlak
CMA-ES for one-class constraint synthesis. GECCO (2020)
Tomasz P. Pawlak, Krzysztof Krawiec
Synthesis of Constraints for Mathematical Programming With One-Class Genetic Programming. IEEE Trans. Evol. Comput. 23 (1) (2019)
Tomasz P. Pawlak
Synthesis of Mathematical Programming models with one-class evolutionary strategies. Swarm Evol. Comput. 44 (2019)
Patryk Kudla, Tomasz P. Pawlak
One-class synthesis of constraints for Mixed-Integer Linear Programming with C4.5 decision trees. Appl. Soft Comput. 68 (2018)
Daniel Sroka, Tomasz P. Pawlak
One-class constraint acquisition with local search. GECCO (2018)
Tomasz P. Pawlak
Performance improvements for evolutionary strategy-based one-class constraint synthesis. GECCO (2018)
Tomasz P. Pawlak, Krzysztof Krawiec
Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis. Evol. Comput. 26 (2) (2018)
Tomasz P. Pawlak, Krzysztof Krawiec
Synthesis of Mathematical Programming Constraints with Genetic Programming. EuroGP (2017)
Tomasz P. Pawlak, Krzysztof Krawiec
Automatic synthesis of constraints from examples using mixed integer linear programming. Eur. J. Oper. Res. 261 (3) (2017)
Tomasz P. Pawlak, Krzysztof Krawiec
Semantic Geometric Initialization. EuroGP (2016)
Tomasz P. Pawlak
Geometric Semantic Genetic Programming Is Overkill. EuroGP (2016)
Tomasz P. Pawlak, Krzysztof Krawiec
Progress properties and fitness bounds for geometric semantic search operators. Genet. Program. Evolvable Mach. 17 (1) (2016)
Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec
Review and comparative analysis of geometric semantic crossovers. Genet. Program. Evolvable Mach. 16 (3) (2015)
Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec
Semantic Backpropagation for Designing Search Operators in Genetic Programming. IEEE Trans. Evol. Comput. 19 (3) (2015)
Tomasz P. Pawlak
Combining Semantically-Effective and Geometric Crossover Operators for Genetic Programming. PPSN (2014)