Description
| Summary: | Achieving a better solution or improving the performance of existing system design is an ongoing a process for which scientists, engineers, mathematicians and researchers have been striving for many years. Ever increasingly practical and robust methods have been developed, and every new generation of computers with their increased power and speed allows for the development and wider application of new types of solutions. This book defines the fundamentals, background and theoretical concepts of optimization principles in a comprehensive manner along with their potential applications and implementation strategies. It encompasses linear programming, multivariable methods for risk assessment, nonlinear methods, ant colony optimization, particle swarm optimization, multi-criterion and topology optimization, learning classifier, case studies on six sigma, performance measures and evaluation, multi-objective optimization problems, machine learning approaches, genetic algorithms and quality of service optimizations. The book will be very useful for wide spectrum of target readers including students and researchers in academia and industry.
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| Item Description: | "Version: 20191101"--Title page verso
Title from PDF title page (viewed on December 9, 2019). |
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| Physical Description: | 1 online resource : illustrations (some color) |
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| Audience: | Researchers and graduate students. |
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| Bibliography: | Includes bibliographical references. |
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| ISBN: | 075032404X
9780750324038
0750324031
9780750324045 |
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| Biographical or Historical Data: | G.R. Sinha is working as Adjunct Professor at International Institute of Information Technology, Bangalore, currently deputed as Professor at Myanmar Institute of Information Technology, Mandalay. He obtained his B.E. and M. Tech. with Gold Medal from National Institute of Technology, Raipur and his Ph. D. in Electronics & Telecommunication Engineering from Chhattisgarh Swami Vivekanand Technical University, Bhilai. He has published over 200 research papers in various international and national journals and conferences, is an active reviewer and editorial member of numerous international journals and has authored or edited six books. |
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