Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Automatic synthesis of mathematical programming models for business processes

2016/23/D/ST6/03735

Keywords:

business process mathematical modeling linear programming computational intelligence simulation optimization

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_12: Scientific computing, simulation and modelling tools

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Tomasz Pawlak 

Number of co-investigators in the project: 2

Call: SONATA 12 - announced on 2016-09-15

Amount awarded: 259 296 PLN

Project start date (Y-m-d): 2017-07-18

Project end date (Y-m-d): 2022-01-17

Project duration:: 54 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Licencja na oprogramowanie Wolfram Mathematica (8 000 PLN)

Information in the final report

  • Publication in academic press/journals (5)
  • Articles in post-conference publications (3)
  1. Grammatical evolution for constraint synthesis for mixed-integer linear programming
    Authors:
    Tomasz P. Pawlak, Michael O'Neill
    Academic press:
    Swarm and Evolutionary Computation (rok: 2021, tom: 64, strony: 45307), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.swevo.2021.100896 - link to the publication
  2. One-class synthesis of constraints for Mixed-Integer Linear Programming with C4.5 decision trees
    Authors:
    Patryk Kudła, Tomasz P. Pawlak
    Academic press:
    Applied Soft Computing (rok: 2018, tom: 68, strony: 45303), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2018.03.025 - link to the publication
  3. Synthesis of Mathematical Programming models with one-class evolutionary strategies
    Authors:
    Tomasz P. Pawlak
    Academic press:
    Swarm and Evolutionary Computation (rok: 2019, tom: 44, strony: 335-348), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.swevo.2018.04.007 - link to the publication
  4. Ellipsoidal one-class constraint acquisition for quadratically constrained programming
    Authors:
    Tomasz P. Pawlak, Bartosz Litwiniuk
    Academic press:
    European Journal of Operational Research (rok: 2021, tom: 293(1), strony: 36-49), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ejor.2020.12.018 - link to the publication
  5. Continuous discovery of Causal nets for non-stationary business processes using the Online Miner
    Authors:
    Jędrzej Potoniec, Daniel Sroka, Tomasz P. Pawlak
    Academic press:
    European Journal of Operational Research (tom: in 2nd review, strony: ), Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  1. CMA-ES for one-class constraint synthesis
    Authors:
    Marcin Karmelita, Tomasz P. Pawlak
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) 2020 (rok: 2020, ), Wydawca: ACM
    Data:
    konferencja 8-12.07.2020
    Status:
    Published
  2. Performance Improvements for Evolutionary Strategy-based One-Class Constraint Synthesis
    Authors:
    Tomasz P. Pawlak
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) 2018 (rok: 2018, ), Wydawca: ACM
    Data:
    konferencja 15-19 lipca 2018
    Status:
    Published
  3. One-Class Constraint Acquisition with Local Search
    Authors:
    Daniel Sroka, Tomasz P. Pawlak
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) 2018 (rok: 2018, ), Wydawca: ACM
    Data:
    konferencja 15-19 lipca 2018
    Status:
    Published

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