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Inhaltsangabe
This book provides a balanced selection of both conventional optimization algorithms and modern metaheuristic methods commonly used in mathematical optimization. Conventional algorithms include gradient-based methods such as the steepest descent method, the simplex method for linear programming, Lagrange multipliers, and Hooke-Jeeves pattern search. Metaheuristic methods include ant colony optimization (ACO), particle swarm optimization (PSO), simulated annealing (SA), and Tabu search, recursive method for multiobjective optimization. With dozens of worked examples and three Matlab/Octave programs, this book can ideally serve as a textbook, especially suitable for undergraduates and graduates.
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Reseña del editor
This book provides a balanced selection of both conventional optimization algorithms and modern metaheuristic methods commonly used in mathematical optimization. Conventional algorithms include gradient-based methods such as the steepest descent method, the simplex method for linear programming, Lagrange multipliers, and Hooke-Jeeves pattern search. Metaheuristic methods include ant colony optimization (ACO), particle swarm optimization (PSO), simulated annealing (SA), and Tabu search, recursive method for multiobjective optimization. With dozens of worked examples and three Matlab/Octave programs, this book can ideally serve as a textbook, especially suitable for undergraduates and graduates.
Biografía del autor
Xin-She Yang received his DPhil in applied mathematics from the University of Oxford. He is currently a research fellow at the Univer-sity of Cambridge. He is also the author of the book ""An Introduction to Computational Engineering With Matlab (CISP, 2006).
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- VerlagCambridge International Science Publishing Ltd
- Erscheinungsdatum2008
- ISBN 10 1904602827
- ISBN 13 9781904602828
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten164
- Kontakt zum HerstellerNicht verfügbar
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Introduction to Mathematical Optimization: From Linear Programming to Metaheuristics
Verlag:
Cambridge International Science Publishing Ltd, 2008
ISBN 10: 1904602827
ISBN 13: 9781904602828
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Zustand: acceptable. Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Acceptable condition! Any other included accessories are also in Acceptable condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear such as cover tears discoloration, staining, marks, scuffs, etc. All pages intact. Bestandsnummer des Verkäufers GWSVV.1904602827.A
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