2002 · 22 citations · 10 references
EngineeringIndustrial EngineeringManufacturing EngineeringDesign OptimizationMachine DesignOptimizationCombinatorial OptimizationHeuristic OptimizationLayout OptimizationManufacturing SimulationOptimization-based DesignPattern GenerationCutting Stock ProblemEnergy Function OptimizationInitial ConfigurationNested Cutting LayoutNesting OptimizationPlacementSimulated AnnealingSimulated Annealing Optimization
The simulated annealing approach is applied to stock cutting. The conceptual approach proposed uses an energy function that measures the area of the rectangular enclosure of all the patterns to be nested, the level of similarity between pattern pairs, and the amount of overlap among patterns in evaluating various pattern configurations to be generated by the simulated annealing algorithm. Three methods for pattern configuration generation are considered. The first method uses heuristics to generate the initial configuration. The second and third methods use random selection and random placement of patterns.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
Equation of State Calculations by Fast Computing Machines
N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations
Kurt Eisemann · Management Science · 1957 · 116 citations