IIE Transactions · 1985 · 141 citations · 23 references
ManagementIndustrial EngineeringOperations ManagementCapacity PlanningOptimizationProduction PlanningCombinatorial OptimizationCost MinimizationInteger ProgrammingLot SizingResource AllocationResource OptimizationCapacitated Lot SizingCapacity ConstraintsFeasible FlowMulti-item Lot SizingNetwork Flow ModelsProduction Capacity Constraints
Abstract The multi-item capacitated lot-sizing problem consists of determining the magnitude and the timing of some operations of durable results for several items in a finite number of processing periods so as to satisfy a known demand in each period. The subgradient algorithm implemented to minimize the processing costs is based on a Lagrangean relaxation of the capacity constraints imposed on the resources. The method incorporates a primal partitioning scheme—with a network flow subproblem—to obtain good feasible solutions.
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Validation of subgradient optimization
Michael Held, Philip Wolfe, Harlan Crowder · Mathematical Programming · 1974 · 1.4K citations