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Book synopsis

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.

Book details

Book category Books in English Technology, engineering, agriculture Technology: general issues Engineering: general

• Full title: Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules
• Author: Nitin Sharma
• Language: English
• Binding: Paperback
• Number of pages: 116
• EAN: 9783639085952
• ISBN: 3639085957
• ID: 04334070
• Publisher: VDM Verlag Dr. Mueller E.K.
• Weight: 163 g
• Dimensions: 229 × 152 × 6 mm
• Date of publishing: 24. October 2008

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