Publication | Closed Access
Quadratic assignment algorithms for the dynamic layout problem
105
Citations
38
References
1993
Year
Mathematical ProgrammingFacility PlanningEngineeringDiscrete OptimizationPlane AlgorithmQuadratic Assignment AlgorithmsDynamic FacilitiesOperations ResearchRearrangement CostsGeometric Constraint SolvingLogisticsSystems EngineeringDiscrete MathematicsCombinatorial OptimizationComputational GeometryTransportation EngineeringCombinatorial ProblemComputer EngineeringComputer ScienceInteger ProgrammingScheduling ProblemBusinessDynamic ProgrammingLinear Programming
In a dynamic facilities layout problem, the objective is to minimize total costs: the flow costs over a series of discrete time periods plus the rearrangement costs of changing layouts between time periods. By assuming unit department sizes, the problem is modelled as a modified quadratic assignment problem. Five algorithms are modified to include the dynamic aspects. A cutting plane algorithm found the best solutions to a series of realistic test problems, outperforming exchange, branch and bound, dynamic programming and cut tree algorithms. It was able to solve a 30-location 5-time-period problem in 200 CPU seconds.
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