Abstract
We consider optimal order allocation (or procurement) problems with discount pricing and fixed charges. Such a problem is faced for example by an internet trading agent who seeks to fulfil an order for specified amounts of several products from a pre-arranged list of suppliers, taking into account availability and price. We present a mixed integer programming (MILP) formulation assuming that suppliers impose a discount schedule with multiple price breaks including fixed charges. We show that a modified capacitated facility location problem (CFLP) model is appropriate for the general case under consideration and outline a Lagrangean relaxation approach improved by open and close penalties. Our experimental results show that problems arising in practice can be handled within seconds by either LINGO or XPress-MP software.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Sadrian, A., Yoon, Y.: A procurement decision support system in business volume discounts environments. Operations Research 42, 14–23 (1994)
Goossens, D., Maas, A., Spieksma, F., van der Klundert, J.: Exact algorithms for procurement problems under a total quantity discount structure. Technical Report OR 0452, Faculty of Economics and Applied Economics, K.U. Leuven (2004)
Krarup, J., Pruzan, P.M.: The simple plant location problem: Survey and synthesis. Eur. J. Oper. Res. 12, 36–81 (1983)
Cornuejols, G., Sridharan, R., Thizy, J.: A comparison of heuristics and relaxations for the capacitated plant location problem. Eur. J. Oper. Res. 50, 280–297 (1991)
Christofides, N., Beasley, J.: Extensions to a Lagrangean relaxation approach for the capacitated warehouse location problem. Eur. J. Oper. Res. 12, 19–28 (1983)
Beasley, J.: An algorithm for solving large capacitated warehouse location problems. Eur. J. Oper. Res. 33, 314–325 (1988)
Beasley, J.: Lagrangean heuristics for location problems. Eur. J. Oper. Res. 65, 383–399 (1993)
Correia, I., Captivo, M.: A Lagrangean heuristic for a modular capacitated location problem. Ann. Oper. Res. 122, 141–161 (2003)
Wu, L.Y., Zhang, X.S., Zhang, J.L.: Capacitated facility location problem with general setup cost. Comput. Oper. Res. 33, 1226–1241 (2006)
Akinc, U., Khumawala, B.M.: An efficient branch and bound algorithm for the capacitated warehouse location problem. Manage. Sci. 23, 585–594 (1977)
Klose, A., Drexl, A.: Facility location models for distribution system design. Eur. J. Oper. Res. 162, 4–29 (2005)
Sridharan, R.: The capacitated plant location problem. Eur. J. Oper. Res. 87, 203–213 (1995)
Chan, W.: An extension to the class of warehouse location problems via a discount scheme. Master’s thesis, Department of Mathematics, UMIST (2001)
Zhang, Y.: Optimization Modelling with LINGO and Xpress-MP. Master’s thesis, Department of Computation, UMIST (2004)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer Berlin Heidelberg
About this paper
Cite this paper
Goldengorin, B., Keane, J., Kuzmenko, V., Tso, M. (2007). Optimal Order Allocation with Discount Pricing. In: Kao, MY., Li, XY. (eds) Algorithmic Aspects in Information and Management. AAIM 2007. Lecture Notes in Computer Science, vol 4508. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72870-2_26
Download citation
DOI: https://doi.org/10.1007/978-3-540-72870-2_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-72868-9
Online ISBN: 978-3-540-72870-2
eBook Packages: Computer ScienceComputer Science (R0)