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Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules - Softcover
Simulation optimization of complex systems with noisy parameter spaces can become computationally expensive on a single processor system. This book discusses construction of software for solving optimization problems by distributing the work load among several processors residing on a network. Open source repositories are used for the development of this software. The Simulated Annealing algorithm is used to search the parameter space for optimization. Application of the software to stochastic and deterministic problem scenarios is closely examined. Since the convergence of the simulated annealing algorithm depends on the choice of annealing parameters, different types of simple and elaborate cooling schedules are applied to problem instances and their impact on the quality of convergence is assessed.
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- PublisherVDM Verlag Dr. Mueller e.K.
- Publication date2008
- ISBN 10 3639085957
- ISBN 13 9783639085952
- BindingPaperback
- Number of pages116
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Simulation Optimization Using Simulated Annealing: A Network-based Implementation and Study of CoolingSchedules
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Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules
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Book Description Kartoniert / Broschiert. Condition: New. Simulation optimization of complex systems with noisyparameter spaces can become computationally expensiveon a single processor system. This book discussesconstruction of software for solving optimizationproblems by distributing the work load among severalp. Seller Inventory # 4956095
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