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A survey of simulation optimization techniques and procedures

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References

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2014Simulation optimization: a review of algorithms and applications156 cited
2004Regime Switching Stochastic Approximation Algorithms with Application to Adaptive Discrete Stochastic Optimization126 cited
2008Simulation and optimization of supply chains: alternative or complementary approaches?121 cited
2014Clearing the Jungle of Stochastic Optimization

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110 cited

2010On Choosing Parameters in Retrospective-Approximation Algorithms for Stochastic Root Finding and Simulation Optimization94 cited

2003Simulation optimization91 cited

2012Hybrid simulation based optimization approach for supply chain management89 cited

2011SIMULATION Optimization89 cited

2005Incorporating robustness into Genetic Algorithm search of stochastic simulation outputs66 cited

2011The stochastic root-finding problem63 cited

2003Optimization of buffer sizes in assembly systems using intelligent techniques63 cited

2003Short-term robustness of production management systems: A case study56 cited

2016A simulation-optimization approach for sales and operations planning in build-to-order industries with distant sourcing: Focus on the automotive industry53 cited

2017Optimal design of supply chain network under uncertainty environment using hybrid analytical and simulation modeling approach47 cited

2013Simulation Optimization: A Review on Theory and Applications45 cited

2009Simulation optimisation of pull control policies for serial manufacturing lines and assembly manufacturing systems using genetic algorithms45 cited