\(n\)-Step cycle inequalities: facets for continuous multi-mixing set and strong cuts for multi-module capacitated lot-sizing problem
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In this paper, we introduce a generalization of the continuous mixing set, which we refer to as the continuous multi-mixing set. This set is closely related to the feasible set of the multi-module capacitated lot-sizing (MML) problem with(out) backlogging. We present a family of valid inequalities for the continuous multi-mixing set and identify conditions under which they are facet-defining. The cycle inequalities, \(n\)-step MIR inequalities, and mixed \(n\)-step MIR inequalities are special cases of these inequalities. We also present an exact separation algorithm for our inequalities. We then use these inequalities to generate valid inequalities for MML with(out) backlogging. Our computational results show that our cuts are very effective in solving the MML instances, resulting in substantial reduction in the integrality gap, number of nodes, and total solution time.
Keywords\(n\)-Step cycle inequalities \(n\)-Step MIR Continuous multi-mixing Multi-module capacitated lot-sizing with/without backlogging Mixed integer programming Cutting planes
Mathematics Subject Classification90C10 90C11 90C57 90C90
This work was supported by the National Science Foundation Grants CMMI-1100343 and CMMI-1435526, which are gratefully acknowledged.
- 3.Bansal, M., Kianfar, K.: Facets for continuous multi-mixing set with general coefficients and bounded integer variables. (2014, under review). Available at http://www.optimization-online.org/DB_HTML/2014/10/4610.html
- 16.Gomory, R.E.: An algorithm for the mixed integer problem. Tech. Rep. RM-2597, RAND Corporation (1960)Google Scholar