Operations Research · 1987 · 76 citations · 12 references
ManagementIndustrial EngineeringOperations ManagementOptimizationProduction PlanningSchedulingBranch And BoundCapacity AllocationCombinatorial OptimizationCost MinimizationInteger ProgrammingLot SizingBranch-and-bound Lot SizingCapacitated Lot SizingLagrangian RelaxationProduction Lot SizingProduction Planning Lot SizingProduction System ModelingProduction System OptimizationUncapacitated Lot Sizing
Dynamic lot-sizing models often assume that a production system incurs a fixed cost in each period that production is positive. In this paper, we consider a model with a startup cost incurred for switching on the production facility and a separate reservation cost charged for keeping the facility on whether or not it is used for production. Computationally, this problem is as hard as the usual model; the general capacitated case is NP-hard. We present a dynamic programming algorithm for the uncapacitated case, and a branch-and-bound approach using Lagrangian relaxation for the capacitated problem. We report computational experience on both the quality of the bounds employed and the effectiveness of the algorithm.
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Dynamic Version of the Economic Lot Size Model
Harvey M. Wagner, T. M. Whitin · Management Science · 2004 · 2.1K citations
Management, Industrial Engineering, Operations Management +17
Validation of subgradient optimization
Michael Held, Philip Wolfe, Harlan Crowder · Mathematical Programming · 1974 · 1.4K citations