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Software Architecture for Parallel Simulation Optimization

HOŘEJŠÍ, P. Software Architecture for Parallel Simulation Optimization. MM Science Journal, 2010, roč. 2010, č. 2, s. 189-192. ISSN: 1803-1269
Jazyk publikace: eng
Anglický název: Software Architecture for Parallel Simulation Optimization
Rok vydání: 2010
Místo konání: Praha
Název zdroje: MM publishing
Autoři: Ing. Petr Hořejší Ph.D.
Abstrakt EN: Manufacturing simulation issues can be solved in a variety of different COTS (Commercial off The Shelf) simulation software. The input and output values can be stored in databases, but the interface has to be implemented by a developer. The output values (e.g. such as manufacturing time) from one simulation run (simulator) are not the optimized values, but only the result from a particular run. The optimized values can be found after performing more simulation experiments. There is also the need to set up new input parameters correctly with consideration of optimization gradient prediction. A software solution for the automation of the simulation optimization process in parallel logic SIMD was developed using Rockwell ARENA simulation software. The simulation can be speeded up rapidly with the aid of a parallel approach. This software also supports networking and also acts as the reference for further work on methodology for the optimization method and its choice of presets.
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