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

Language EnglishEnglish
Book Paperback
Book Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules Nitin Sharma
Libristo code: 04334070
Publishers VDM Verlag Dr. Mueller E.K., October 2008
Simulation optimization of complex systems with noisy§parameter spaces can become computationally ex... Full description
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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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About the book

Full name Simulation Optimization Using Simulated Annealing - A Network-based Implementation and Study of Cooling Schedules
Author Nitin Sharma
Language English
Binding Book - Paperback
Date of issue 2008
Number of pages 116
EAN 9783639085952
ISBN 3639085957
Libristo code 04334070
Publishers VDM Verlag Dr. Mueller E.K.
Weight 163
Dimensions 152 x 229 x 6

Categories

Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
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