Abstract
The paper presents the concept of a declarative approach to decision support for sustainable supply chain (SSC) problems. This approach proposed here combines the strengths of mathematical programming (MP) and constraint logic programming (CLP), which leads to a significant reduction in the search time necessary to find the solution, and allows solving larger problems.
It also presents the implementation of the proposed approach in the form of the declarative decision support platform (DDSP). The DDSP allows the implementation of complete decision-making models, constraints as well as a set of questions for these models. The illustrative examples presented in the paper illustrate efficiency and possibilities of this approach.
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References
Apt, K., Wallace, M.: Constraint Logic Programming using Eclipse. Cambridge University Press, Cambridge (2006)
Bocewicz, G., Nielsen, I., Banaszak, Z.: Iterative multimodal processes scheduling. Annual Reviews in Control 38(1), 113–132 (2014)
Bockmayr, A., Kasper, T.: A Framework for Combining CP and IP, Branch-and-Infer, Constraint and Integer Programming: Toward a Unified Methodology. Operations Research/Computer Science Interfaces 27, 59–87 (2014)
Dang, Q.-V., Nielsen, I.E., Bocewicz, G.: A genetic algorithm-based heuristic for part-feeding mobile robot scheduling problem. In: RodrÃguez, J.M.C., Pérez, J.B., Golinska, P., Giroux, S., Corchuelo, R. (eds.) Trends in PAAMS. AISC, vol. 157, pp. 85–92. Springer, Heidelberg (2012)
Milano, M., Wallace, M.: Integrating Operations Research in Constraint Programming. Annals of Operations Research 175(1), 37–76 (2010)
Mula, J., Peidro, D., Diaz-Madronero, M., Vicens, E.: Mathematical programming models for supply chain production and transportation planning. European Journal of Operational Research 204, 377–390 (2010)
Seuring, S., Müller, M.: From a Literature Review to a Conceptual Framework for Sustainable Supply Chain Management. Journal of Cleaner Production 16, 1699–1710 (2008)
Sitek, P., Wikarek, J.: A hybrid framework for the modelling and optimisation of decision problems in sustainable supply chain management. International Journal of Production Research, 1–18 (2015), doi:10.1080/00207543.2015.1005762
Grzybowska, K., Kovács, G.: Developing Agile Supply Chains – System Model, Algorithms, Applications. In: Jezic, G., Kusek, M., Nguyen, N.-T., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2012. LNCS, vol. 7327, pp. 576–585. Springer, Heidelberg (2012)
Wikarek, J.: Implementation aspects of hybrid solution framework. In: Szewczyk, R., Zieliński, C., Kaliczyńska, M. (eds.) Recent Advances in Automation, Robotics and Measuring Techniques. AISC, vol. 267, pp. 317–328. Springer, Heidelberg (2014)
Rossi, F., Van Beek, P., Walsh, T.: Handbook of Constraint Programming. Foundations of Artificial Intelligence. Elsevier Science Inc., New York (2006)
Wikarek, J.: Implementation Aspects of Hybrid Solution Framework. In: Szewczyk, R., Zieliński, C., Kaliczyńska, M. (eds.) Recent Advances in Automation, Robotics and Measuring Techniques. AISC, vol. 267, pp. 317–328. Springer, Heidelberg (2014)
Sitek, P., Wikarek, J.: A Hybrid Approach to the Optimization of Multiechelon Systems. Mathematical Problems in Engineering 2014, Article ID 925675 (2014), doi:10.1155/2014/925675
Sitek, P., Wikarek, J.: Hybrid Solution Framework for Supply Chain Problems. In: Omatu, S., Bersini, H., Corchado RodrÃguez, J.M., González, S.R., Pawlewski, P., Bucciarelli, E. (eds.) Distributed Computing and Artificial Intelligence 11th International Conference. AISC, vol. 290, pp. 11–18. Springer, Heidelberg (2014)
Eclipse 2014, Eclipse - The Eclipse Foundation open source community website (2014), http://www.eclipse.org (accessed August 12)
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Sitek, P. (2015). A Declarative Approach to Decision Support in Sustainable Supply Chain Problems. In: Omatu, S., et al. Distributed Computing and Artificial Intelligence, 12th International Conference. Advances in Intelligent Systems and Computing, vol 373. Springer, Cham. https://doi.org/10.1007/978-3-319-19638-1_38
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DOI: https://doi.org/10.1007/978-3-319-19638-1_38
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-19637-4
Online ISBN: 978-3-319-19638-1
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