Semantic backpropagation for designing search operators in genetic programming TP Pawlak, B Wieloch, K Krawiec IEEE Transactions on Evolutionary Computation 19 (3), 326-340, 2014 | 108 | 2014 |

Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators K Krawiec, T Pawlak Genetic Programming and Evolvable Machines 14, 31-63, 2013 | 55 | 2013 |

Approximating geometric crossover by semantic backpropagation K Krawiec, T Pawlak Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013 | 50 | 2013 |

Review and comparative analysis of geometric semantic crossovers TP Pawlak, B Wieloch, K Krawiec Genetic Programming and Evolvable Machines 16, 351-386, 2015 | 49 | 2015 |

Automatic synthesis of constraints from examples using mixed integer linear programming TP Pawlak, K Krawiec European Journal of Operational Research 261 (3), 1141-1157, 2017 | 43 | 2017 |

One-class synthesis of constraints for Mixed-Integer Linear Programming with C4.5 decision trees P Kudła, TP Pawlak Applied Soft Computing 68, 1-12, 2018 | 23 | 2018 |

Competent geometric semantic genetic programming for symbolic regression and boolean function synthesis TP Pawlak, K Krawiec Evolutionary computation 26 (2), 177-212, 2018 | 21 | 2018 |

Synthesis of constraints for mathematical programming with one-class genetic programming TP Pawlak, K Krawiec IEEE Transactions on Evolutionary Computation 23 (1), 117-129, 2018 | 20 | 2018 |

Semantic geometric initialization TP Pawlak, K Krawiec Genetic Programming: 19th European Conference, EuroGP 2016, Porto, Portugal …, 2016 | 19 | 2016 |

Locally geometric semantic crossover K Krawiec, T Pawlak Proceedings of the 14th annual conference companion on Genetic and …, 2012 | 18 | 2012 |

Geometric semantic genetic programming is overkill TP Pawlak Genetic Programming: 19th European Conference, EuroGP 2016, Porto, Portugal …, 2016 | 15 | 2016 |

Synthesis of mathematical programming models with one-class evolutionary strategies TP Pawlak Swarm and evolutionary computation 44, 335-348, 2019 | 14 | 2019 |

Competent algorithms for geometric semantic genetic programming TP Pawlak review. PhD thesis. Pozna’n, Poland: Poznan University of Technology, 2015 | 14 | 2015 |

Synthesis of mathematical programming constraints with genetic programming TP Pawlak, K Krawiec Genetic Programming: 20th European Conference, EuroGP 2017, Amsterdam, The …, 2017 | 13 | 2017 |

Progress properties and fitness bounds for geometric semantic search operators TP Pawlak, K Krawiec Genetic Programming and Evolvable Machines 17, 5-23, 2016 | 12 | 2016 |

Quantitative analysis of locally geometric semantic crossover K Krawiec, T Pawlak Parallel Problem Solving from Nature-PPSN XII: 12th International Conference …, 2012 | 12 | 2012 |

Combining semantically-effective and geometric crossover operators for genetic programming TP Pawlak Parallel Problem Solving from Nature–PPSN XIII: 13th International …, 2014 | 10 | 2014 |

One-class constraint acquisition with local search D Sroka, TP Pawlak Proceedings of the genetic and evolutionary computation conference, 363-370, 2018 | 8 | 2018 |

Guarantees of progress for geometric semantic genetic programming TP Pawlak, K Krawiec Semantic Methods in Genetic Programming, Ljubljana, Slovenia 13, 2014 | 7 | 2014 |

Grammatical evolution for constraint synthesis for mixed-integer linear programming TP Pawlak, M O’Neill Swarm and Evolutionary Computation 64, 100896, 2021 | 6 | 2021 |