INFORMS journal on computing · 1996 · 46 citations · 45 references
ManagementIndustrial EngineeringOperations ManagementAlgorithmsOptimizationSchedulingGenetic AlgorithmsJob SchedulingJob Shop SchedulingMachine SchedulingPopulation-based SearchScheduling TheoryHeuristic AlgorithmsIterative ImprovementJob Shop Scheduling HeuristicsLocal SearchLocal Search AlgorithmsMetaheuristic SchedulingNeighborhood SearchSimulated Annealing
We survey solution methods for the job shop scheduling problem with an emphasis on local search. Both deterministic and randomized local search methods as well as the proposed neighborhoods are discussed. We compare the computational performance of the various methods in terms of their effectiveness and efficiency on a standard set of problem instances.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations