Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules

Name: Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639085952
Price: 1149 CZK
Availability: InStock

Autor: Nitin Sharma

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Mueller E.K.

Dostupnost: Skladem u dodavatele

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Simulation optimization of complex systems with noisy§parameter spaces can become computationally ex...

Informace o knize

Autor

Nitin Sharma

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2008

Stránek

116

EAN

9783639085952

ISBN

3639085957

Enbook ID

04334070

Vydavatel

VDM Verlag Dr. Mueller E.K.

Hmotnost

163

Rozměry

152 x 229 x 6

Kompletní popis

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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Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules

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