Facts, Conjectures, and Improvements for Simulated Annealing

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9780898715088: Facts, Conjectures, and Improvements for Simulated Annealing

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.

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Descrizione del libro:

Simulated annealing has proved to be an easy, reliable method for finding optimal values of a problem in cases where there is no road map to possible solutions. This book offers an introduction to this topic for novices and provides an informative review of the area for the more expert reader.

Contenuti:

List of Figures; Preface; Acknowledgments; Part I. Overview. 1. The Place of Simulated Annealing in the Arsenal of Global Optimization; 2. Six Simulated Annealing Problems; 3. Nomenclature; 4. Bare Bones Simulated Annealing; Part II. Facts. 5. Equilibrium Statistical Mechanics; 6. Relaxation Dynamics-Finite Markov Chains; Part III. Improvements and Conjectures. 7. Ensembles; 8. The Brick Wall Effect and Optimal Ensemble Size; 9. The Objective Function; 10. Move Classes and Their Implementations; 11. Acceptance Rules; 12. Thermodynamic Portraits; 13. Selecting the Schedule; 14. Estimating the Global Minimum Energy; Part IV. Towards Structure Theory and Real Understanding. 15. Structure Theory of Complex Systems; 16. What Makes Annealing Tick?; Part V. Resources. 17. Supplementary Materials; Bibliography; Index.

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Peter Salamon, Paolo Sibani, Richard Frost
Editore: Society for Industrial Applied Mathematics,U.S., United States (2002)
ISBN 10: 0898715083 ISBN 13: 9780898715088
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Descrizione libro Society for Industrial Applied Mathematics,U.S., United States, 2002. Paperback. Condizione libro: New. 249 x 173 mm. Language: English . Brand New Book. 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. Codice libro della libreria AAA9780898715088

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2.

Peter Salamon, Paolo Sibani, Richard Frost
Editore: Society for Industrial Applied Mathematics,U.S., United States (2002)
ISBN 10: 0898715083 ISBN 13: 9780898715088
Nuovi Paperback Quantità: 1
Da
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(London, Regno Unito)
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Descrizione libro Society for Industrial Applied Mathematics,U.S., United States, 2002. Paperback. Condizione libro: New. 249 x 173 mm. Language: English . Brand New Book. 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. Codice libro della libreria AAA9780898715088

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Editore: Society for Industrial & Applied (2002)
ISBN 10: 0898715083 ISBN 13: 9780898715088
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Descrizione libro Society for Industrial & Applied, 2002. Paperback. Condizione libro: Brand New. illustrated edition. 150 pages. 9.75x6.75x0.25 inches. In Stock. Codice libro della libreria zk0898715083

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Peter Salamon; Paolo Sibani; Richard Frost
Editore: Society for Industrial and Applied Mathematic (2002)
ISBN 10: 0898715083 ISBN 13: 9780898715088
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Descrizione libro Society for Industrial and Applied Mathematic, 2002. Paperback. Condizione libro: New. book. Codice libro della libreria 0898715083

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