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Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing

Name: Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642274787
Price: 169.47 EUR
Availability: InStock

Autor: Hime Aguiar e Oliveira Junior, Lester Ingber, Antonio Petraglia, Mariane Rembold Petraglia, Maria Augusta Soares Machado

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

169.47 €

Stochastic global optimization is a very important subject, that has applications in virtually all a...

Informácie o knihe

Autor

Hime Aguiar e Oliveira Junior, Lester Ingber, Antonio Petraglia, Mariane Rembold Petraglia, Maria Augusta Soares Machado

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2012

Stránok

207

EAN

9783642274787

ISBN

3642274781

Enbook ID

03619384

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

500

Rozmery

155 x 235 x 14

Kompletný popis

Stochastic global optimization is a very important subject, that has applications in virtually all areas of science and technology. Therefore there is nothing more opportune than writing a book about a successful and mature algorithm that turned out to be a good tool in solving difficult problems. Here we present some techniques for solving several problems by means of Fuzzy Adaptive Simulated Annealing (Fuzzy ASA), a fuzzy-controlled version of ASA, and by ASA itself. ASA is a sophisticated global optimization algorithm that is based upon ideas of the simulated annealing paradigm, coded in the C programming language and developed to statistically find the best global fit of a nonlinear constrained, non-convex cost function over a multi-dimensional space. By presenting detailed examples of its application we want to stimulate the reader’s intuition and make the use of Fuzzy ASA (or regular ASA) easier for everyone wishing to use these tools to solve problems. We kept formal mathematical requirements to a minimum and focused on continuous problems, although ASA is able to handle discrete optimization tasks as well. This book can be used by researchers and practitioners in engineering and industry, in courses on optimization for advanced undergraduate and graduate levels, and also for self-study.