An Introduction to Optimization
Edwin K. P. Chong
Verkauft von PBShop.store UK, Fairford, GLOS, Vereinigtes Königreich
AbeBooks-Verkäufer seit 11. Juni 1999
Neu - Hardcover
Zustand: Neu
Anzahl: 15 verfügbar
In den Warenkorb legenVerkauft von PBShop.store UK, Fairford, GLOS, Vereinigtes Königreich
AbeBooks-Verkäufer seit 11. Juni 1999
Zustand: Neu
Anzahl: 15 verfügbar
In den Warenkorb legenNew Book. Shipped from UK. Established seller since 2000.
Bestandsnummer des Verkäufers FW-9781119877639
Accessible introductory textbook on optimization theory and methods, with an emphasis on engineering design, featuring MATLAB® exercises and worked examples
Fully updated to reflect modern developments in the field, the Fifth Edition of An Introduction to Optimization fills the need for an accessible, yet rigorous, introduction to optimization theory and methods, featuring innovative coverage and a straightforward approach. The book begins with a review of basic definitions and notations while also providing the related fundamental background of linear algebra, geometry, and calculus.
With this foundation, the authors explore the essential topics of unconstrained optimization problems, linear programming problems, and nonlinear constrained optimization. In addition, the book includes an introduction to artificial neural networks, convex optimization, multi-objective optimization, and applications of optimization in machine learning.
Numerous diagrams and figures found throughout the book complement the written presentation of key concepts, and each chapter is followed by MATLAB® exercises and practice problems that reinforce the discussed theory and algorithms.
The Fifth Edition features a new chapter on Lagrangian (nonlinear) duality, expanded coverage on matrix games, projected gradient algorithms, machine learning, and numerous new exercises at the end of each chapter.
An Introduction to Optimization includes information on:
An Introduction to Optimization is an ideal textbook for a one- or two-semester senior undergraduate or beginning graduate course in optimization theory and methods. The text is also of value for researchers and professionals in mathematics, operations research, electrical engineering, economics, statistics, and business.
Edwin K. P. Chong, PhD, is Professor and Head of Electrical and Computer Engineering and Professor of Mathematics at Colorado State University. He is a Fellow of the IEEE and AAAS, and was Senior Editor of the IEEE Transactions on Automatic Control.
Wu-Sheng Lu, PhD, is Professor Emeritus of Electrical and Computer Engineering at the University of Victoria, Canada. He is a Fellow of the IEEE and former Associate Editor of the IEEE Transactions on Circuits and??Systems.
Stanislaw H. Żak, PhD, is Professor in the School of Electrical and Computer Engineering at Purdue University. He is former Associate Editor of Dynamics and Control and the IEEE Transactions on Neural Networks.
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