Simulation optimization: methods and applications
Proceedings of the 29th conference on Winter simulation
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1
Low cost response surface methods for and from simulation optimization
Proceedings of the 32nd conference on Winter simulation
Simulation with Arena
Simulation Modeling and Analysis
Simulation Modeling and Analysis
Recent advances in simulation optimization: response surface methodology revisited
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Automated response surface methodology for stochastic optimization models with unknown variance
WSC '04 Proceedings of the 36th conference on Winter simulation
WSC '04 Proceedings of the 36th conference on Winter simulation
A generalized multiple response surface methodology for complex computer simulation applications
WSC '04 Proceedings of the 36th conference on Winter simulation
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This paper deals with the problem of determining the optimum number of workstations to be used in parallel and workers at some stations using simulation optimization approach in a paint shop line of an automotive factory in Ankara, Turkey. In the optimization stage of the study Response Surface Methodology (RSM) is used to find the optimum levels of considered factors. Simulation model and optimization stage integration is used both to analyse the performance of the current paint shop line and determine the optimum working conditions, respectively, with reduced cost, time and effort.