Tomasz Pawlak

According to our database, Tomasz Pawlak authored at least 23 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Continuous discovery of Causal nets for non-stationary business processes using the Online Miner.

Jedrzej Potoniec, Daniel Sroka, Tomasz P. Pawlak

Eur. J. Oper. Res., 2022

2021

Grammatical evolution for constraint synthesis for mixed-integer linear programming.

Tomasz P. Pawlak, Michael O'Neill

Swarm Evol. Comput., 2021

Ellipsoidal one-class constraint acquisition for quadratically constrained programming.

Tomasz P. Pawlak, Bartosz Litwiniuk

Eur. J. Oper. Res., 2021

2020

CMA-ES for one-class constraint synthesis.

Marcin Karmelita, Tomasz P. Pawlak

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Synthesis of Constraints for Mathematical Programming With One-Class Genetic Programming.

Tomasz P. Pawlak, Krzysztof Krawiec

IEEE Trans. Evol. Comput., 2019

Synthesis of Mathematical Programming models with one-class evolutionary strategies.

Tomasz P. Pawlak

Swarm Evol. Comput., 2019

2018

Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis.

Tomasz P. Pawlak, Krzysztof Krawiec

Evol. Comput., 2018

One-class synthesis of constraints for Mixed-Integer Linear Programming with C4.5 decision trees.

Patryk Kudla, Tomasz P. Pawlak

Appl. Soft Comput., 2018

One-class constraint acquisition with local search.

Daniel Sroka, Tomasz P. Pawlak

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Performance improvements for evolutionary strategy-based one-class constraint synthesis.

Tomasz P. Pawlak

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Automatic synthesis of constraints from examples using mixed integer linear programming.

Tomasz P. Pawlak, Krzysztof Krawiec

Eur. J. Oper. Res., 2017

Synthesis of Mathematical Programming Constraints with Genetic Programming.

Tomasz P. Pawlak, Krzysztof Krawiec

Proceedings of the Genetic Programming - 20th European Conference, 2017

2016

Progress properties and fitness bounds for geometric semantic search operators.

Tomasz P. Pawlak, Krzysztof Krawiec

Genet. Program. Evolvable Mach., 2016

Semantic Geometric Initialization.

Tomasz P. Pawlak, Krzysztof Krawiec

Proceedings of the Genetic Programming - 19th European Conference, 2016

Geometric Semantic Genetic Programming Is Overkill.

Tomasz P. Pawlak

Proceedings of the Genetic Programming - 19th European Conference, 2016

2015

Semantic Backpropagation for Designing Search Operators in Genetic Programming.

Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec

IEEE Trans. Evol. Comput., 2015

Review and comparative analysis of geometric semantic crossovers.

Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec

Genet. Program. Evolvable Mach., 2015

2014

Combining Semantically-Effective and Geometric Crossover Operators for Genetic Programming.

Tomasz P. Pawlak

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

2013

Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators.

Krzysztof Krawiec, Tomasz Pawlak

Genet. Program. Evolvable Mach., 2013

Approximating geometric crossover by semantic backpropagation.

Krzysztof Krawiec, Tomasz Pawlak

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Quantitative Analysis of Locally Geometric Semantic Crossover.

Krzysztof Krawiec, Tomasz Pawlak

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Locally geometric semantic crossover.

Krzysztof Krawiec, Tomasz Pawlak

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

MDL: Metrics Definition Language.

Jerzy Brzezinski, Dariusz Dwornikowski, Michal Kalewski, Tomasz Pawlak, Michal Sajkowski

Proceedings of the Intelligent Information and Database Systems, 2011