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Více informací o knize Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Technology: general issues Engineering: general

• Plný název: Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules
• Autor: Nitin Sharma
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 116
• EAN: 9783639085952
• ISBN: 3639085957
• ID: 04334070
• Nakladatelství: VDM Verlag Dr. Mueller E.K.
• Hmotnost: 163 g
• Rozměry: 229 × 152 × 6 mm
• Datum vydání: 24. October 2008

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