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Facts, Conjectures, and Improvements for Simulated Annealing
Peter Salamon
Paolo Sibani
Richard Frost
出版
SIAM
, 2002-01-01
主題
Science / General
Mathematics / Linear & Nonlinear Programming
Mathematics / Optimization
ISBN
0898715083
9780898715088
URL
http://books.google.com.hk/books?id=e-JaRXKcYXIC&hl=&source=gbs_api
EBook
SAMPLE
註釋
Simulated annealing has proved to be an easy and reliable method for finding optimal values of a problem in cases where there is no road map to possible solutions. Facts, Conjectures, and Improvements for Simulated Annealing offers an introduction to this topic for novices and provides an informative review of the area for the more expert reader. This book brings together for the first time many of the theoretical foundations for improvements to algorithms for global optimization that until now existed only in scattered research articles. The method described in this book operates by simulating the cooling of a (usually fictitious) physical system whose possible energies correspond to the values of the objective function being minimized. The analogy works because physical systems occupy only states with the lowest energy as the temperature is lowered to absolute zero.