Abstract
In the multi-product, flexible manufacturing environment, the line capacity expansion problem for printed wiring board (PWB) assembly systems is a complex combinatorial optimization problem. A model synthesized BOM (Bill of Material) of product families and machine operation flexibility at the aggregate level is described. Since the resulting model is a large-scale two-stage stochastic integer programming problem, it may not be easy to be solved by any standard code. An approximate solution procedure is thus developed, which first reduces the dimensionality of search space by heuristic algorithms, and then deals with the reduced search space by solving a series of knapsack problems. Finally, we demonstrate the financial benefit of the model and the feasibility of our approach by numerical experiments.
Supported by Program for New Century Excellent Talents in University of China (Grant No.: NCET-04-0570), NSFC (Grant No.: 70571073) and the Specialized Research Fund for the Doctoral Programme of Higher Education (Grant No.: 20050358002).
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Rajagopalan, S., Soteriou, A.C.: Capacity Acquisition and Disposal with Discrete Facility Sizes. Management Sci. 40, 903–917 (1994)
Fine, C.H., Freund, R.M.: Optimal Investment in Product-Flexible Manufacturing Capacity. Management Sci. 36, 449–466 (1990)
Van Mieghem, J.A.: Investment Strategies for Flexible Resources. Management Sci. 44, 1071–1078 (1998)
Benjaafar, S., Gupta, D.: Scope Versus Focus - Issues of Flexibility, Capacity, and Number of Production Facilities. IIE Trans. 30, 413–425 (1998)
Chen, Z., Li, S., Tirupati, D.: A Scenario Based Stochastic Programming Approach for Technology and Capacity Planning. Comput. Oper. Res. 29, 781–806 (2002)
Catay, B., Erenguc, S.S., Vakharaj, A.J.: Tool Capacity Planning in Semiconductor Manufacturing. Comput. Oper. Res. 30, 1349–1366 (2003)
Hood, S.J., Bermon, S., Barahona, F.: Capacity Planning under Demand Uncertainty for Semiconductor Manufacturing. IEEE Transaction on Semiconductor Manufacturing 16, 273–280 (2003)
Hua, Z.S., Banerjee, P.: Aggregate Line Capacity Design for PWB Assembly Systems. Int. J. Prod. Res. 38, 2417–2441 (2000)
Hua, Z.S., Huang, F.H.: An Effective Genetic Algorithm Approach to Large Scale Mixed Integer Programming Problems. Appl. Math. Comput. 174, 897–909 (2006)
Hua, Z.S., Liang, L.: Heuristics to Scenario-Based Capacity Expansion Problem of PWB Assembly Systems. In: Shi, Y., Xu, W., Chen, Z. (eds.) CASDMKM 2004. LNCS (LNAI), vol. 3327, pp. 135–144. Springer, Heidelberg (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Hua, Z., Huang, F. (2006). A Hybrid Heuristic for PWB Capacity Expansion Problem. In: Huang, DS., Li, K., Irwin, G.W. (eds) Intelligent Computing. ICIC 2006. Lecture Notes in Computer Science, vol 4113. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11816157_97
Download citation
DOI: https://doi.org/10.1007/11816157_97
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-37271-4
Online ISBN: 978-3-540-37273-8
eBook Packages: Computer ScienceComputer Science (R0)