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

Sharma, Nitin

 
9783639085952: Simulation Optimization Using Simulated Annealing: A Network-based Implementation and Study of Cooling Schedules
Brossura
ISBN 10: 3639085957 ISBN 13: 9783639085952
Casa editrice: Vdm Verlag Dr Mueller E K, 2008

Sinossi

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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Editore
Vdm Verlag Dr Mueller E K
Data di pubblicazione
2008
Lingua
Inglese
ISBN 10 
3639085957
ISBN 13 
9783639085952
Rilegatura
Copertina flessibile
Numero di pagine
116
Contatto del produttore
non disponibile
Persona responsabile
non disponibile