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Practical Optimization: Algorithms and Engineering Applications
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Practical Optimization: Algorithms and Engineering Applications

By Andreas Antoniou, Wu-Sheng Lu

 

Publisher:   Springer

Number Of Pages:   676

Publication Date:   2007-03-12

ISBN-10 / ASIN:   0387711066

ISBN-13 / EAN:   9780387711065

Binding:   Hardcover

 

 

Book Description:

Practical Optimization: Algorithms and Engineering Applications provides a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes the book suitable for use in one or two semesters of a first-year graduate course or an advanced undergraduate course. Each half of the book contains a full semesters worth of complimentary yet stand-alone material. The practical orientation of the topics chosen and a wealth of useful examples also make the book suitable as a reference work for practitioners in the field.

Advancements in the efficiency of digital computers and the evolution of reliable software for numerical computation during the past three decades have led to a rapid growth in the theory, methods, and algorithms of numerical optimization. This body of knowledge has motivated widespread applications of optimization methods in many disciplines, e.g., engineering, business, and science, and has subsequently led to problem solutions that were considered intractable not too long ago.

Key Features:

 

extensively class-tested

 

provides a complete teaching package with MATLAB exercises and online solutions to end-of-chapter problems

includes recent methods of emerging interest such as semidefinite programming and second-order cone programming

presents a unified treatment of unconstrained and constrained optimization

uses a practical treatment of optimization accessible to broad audience, from college students to scientists and industry professionals

provides a thorough appendix with background theory so non-experts can understand how applications are solved from point of view of optimization

About the authors:

Andreas Antoniou received the Ph.D. degree in Electrical Engineering from

the University of London, UK, in 1966 and is a Fellow of the lET and IEEE.

He served as the founding Chair of the Department of Electrical and Computer

Engineering at the University of Victoria, B.C., Canada, and is now Professor

Emeritus in the same department. He is the author of Digital Filters: Analysis,

Design, and Applications (McGraw-Hill, 1993) and Digital Signal Processing:

Signals, Systems, and Filters (McGraw-Hill, 2005). He served as Associate

Editor/Editor of IEEE Transactions on Circuits and Systems from June 1983 to

May 1987, as a Distinguished Lecturer of the IEEE Signal Processing Society

in 2003, as General Chair of the 2004 International Symposium on Circuits

and Systems, and is currently serving as a Distinguished Lecturer of the IEEE

Circuits and Systems Society. He received the Ambrose Fleming Premium for

1964 from the lEE (best paper award), the CAS Golden Jubilee Medal from

the IEEE Circuits and Systems Society, the B.C. Science Council Chairman's

Award for Career Achievement for 2000, the Doctor Honoris Causa degree from

the Metsovio National Technical University of Athens, Greece, in 2002, and

the IEEE Circuits and Systems Society 2005 Technical Achievement Award.

 

Wu-Sheng Lu received the B.S. degree in Mathematics from Fudan University,

Shanghai, China, in 1964, the M.E. degree in Automation from the East China

Normal University, Shanghai, in 1981, the M.S. degree in Electrical Engineering

and the Ph.D. degree in Control Science from the University of Minnesota,

Minneapolis, in 1983 and 1984, respectively. He was a post-doctoral fellow at

the University of Victoria, Victoria, BC, Canada, in 1985 and Visiting Assistant

Professor with the University of Minnesota in 1986. Since 1987, he has been

with the University of Victoria where he is Professor. His current teaching

and research interests are in the general areas of digital signal processing and

application of optimization methods. He is the co-author with A. Antoniou of

Two-Dimensional Digital Filters (Marcel Dekker, 1992). He served as an Associate

Editor of the Canadian Journal of Electrical and Computer Engineering

in 1989, and Editor of the same journal from 1990 to 1992. He served as an

Associate Editor for the IEEE Transactions on Circuits and Systems, Part II,

from 1993 to 1995 and for Part I of the same journal from 1999 to 2001 and

from 2004 to 2005. Presently he is serving as Associate Editor for the International

Journal of Multidimensional Systems and Signal Processing. He is a

Fellow of the Engineering Institute of Canada and the Institute of Electrical and

Electronics Engineers.

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