A I I E Transactions · 1977 · 41 citations · 2 references
ManagementIndustrial EngineeringOperations ManagementOptimizationProduction PlanningSchedulingCost FunctionsCost MinimizationMachine SchedulingProduction SchedulingScheduling OptimizationScheduling TheoryChangeover OptimizationChangeover SchedulingDue DatesDynamic Program AnalysisMonotonicity AssumptionProduction Scheduling OptimizationScheduling With Due Dates
Abstract A single machine is used to produce several products so as to satisfy known demands over a fixed number of periods. Each time switches are made between products, there are changeover costs as described by a matrix C=[cij ], where cij is the cost of switching from product i to product j. The problem is to find a schedule of production that minimizes the total changeover penalty while meeting the due dates of all customer orders. The function used in a forward-time dynamic program is shown to have a monotonicity property that can be used to advantage when seeking an optimal solution to the problem. This monotonicity property is applied in developing an efficient backward-time search procedure for solving the problem.
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