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Constraint Optimization Production Planning Problem. A Note on Theory, Selected Approaches and Computational Experiments

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Book cover Artificial Intelligence and Soft Computing (ICAISC 2015)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9120))

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Abstract

This paper presents an interesting discrete optimization problem which was stated as a challenge at the 2014 Bologna Summer School of Constraint Programming. The problem is given in two versions: a tractable one of a small size, for training, and a large one for the competition. A formalization of the problem is proposed, and its theoretical properties are analyzed. Several approaches for solving the problem are presented in detail. Namely, formalizations in Answer Set Programming, Prolog, and Julia are presented, and the obtained results are discussed and compared. The experiments show that different tools allow to handle different aspects of constraint programming.

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Author information

Authors and Affiliations

  1. University of Calabria, via Pietro Bucci, Arcavacata di Rende, 87036, Cosenza, Italy

    Weronika T. Adrian, Nicola Leone & Marco Manna

  2. AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland

    Weronika T. Adrian, Antoni Ligęza & Mateusz Ślażyński

Authors
  1. Weronika T. Adrian
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  2. Nicola Leone
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  3. Antoni Ligęza
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  4. Marco Manna
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  5. Mateusz Ślażyński
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Corresponding author

Correspondence to Weronika T. Adrian .

Editor information

Editors and Affiliations

  1. Czestochowa University of Technology, Czestochowa, Poland

    Leszek Rutkowski

  2. Czestochowa University of Technology, Czestochowa, Poland

    Marcin Korytkowski

  3. Czestochova Univ of Technology, Częstochova, Poland

    Rafal Scherer

  4. AGH University of Science and Technology, Krakow, Poland

    Ryszard Tadeusiewicz

  5. University of California, Berkeley, California, USA

    Lotfi A. Zadeh

  6. Louisville, Kentucky, USA

    Jacek M. Zurada

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© 2015 Springer International Publishing Switzerland

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Adrian, W.T., Leone, N., Ligęza, A., Manna, M., Ślażyński, M. (2015). Constraint Optimization Production Planning Problem. A Note on Theory, Selected Approaches and Computational Experiments. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L., Zurada, J. (eds) Artificial Intelligence and Soft Computing. ICAISC 2015. Lecture Notes in Computer Science(), vol 9120. Springer, Cham. https://doi.org/10.1007/978-3-319-19369-4_48

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  • DOI: https://doi.org/10.1007/978-3-319-19369-4_48

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-19368-7

  • Online ISBN: 978-3-319-19369-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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