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Global Optimization: Theory, Algorithms, and Applications: MPS-SIAM Series on Optimization, cartea 15

Autor Marco Locatelli, Fabio Schoen
en Limba Engleză Paperback – 20 noi 2013
Global optimization is a rapidly growing field with powerful applications in applied mathematics and the physical sciences. This book provides a thorough overview of this area, with material on key topics such as complexity; heuristic methods; derivation of lower bounds for minimization problems; and branch and bound methods and convergence. The final chapter offers both benchmark test problems and applications of global optimization such as finding the conformation of a molecule or planning an optimal trajectory for interplanetary space travel. In addition, fundamental information on convex and concave functions is provided in an index. This book is intended for graduate students, researchers, and practitioners looking for advanced solution methods to difficult optimization problems. It is appropriate for use as a supplementary text in an advanced graduate-level seminar.
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Specificații

ISBN-13: 9781611972665
ISBN-10: 1611972663
Pagini: 450
Ilustrații: illustrations
Dimensiuni: 177 x 252 x 19 mm
Greutate: 0 kg
Ediția:Nouă
Editura: Society for Industrial and Applied Mathematics
Colecția Society for Industrial and Applied Mathematics
Seria MPS-SIAM Series on Optimization

Locul publicării:Cambridge, United Kingdom

Cuprins

Preface; 1. Introduction; 2. Complexity; 3. Heuristics; 4. Lower bounds; 5. Branch and bound; 6. Problems; Appendix A. Basic definitions and results on convexity; Appendix B. Notation; References; Index.

Descriere

The major themes of global optimization are explored, resulting in a thorough overview of this rapidly growing field.