Optimization Algorithms for Engineers
Description
The book provides simple and understandable computational concepts and algorithms used for optimization of engineering design so that reader can develop their own programs in any high level programming language. This book intended to meet the needs of diverse range of groups interested in optimization techniques. It requires only an elementary knowledge of numerical techniques and matrix operations to understand most of the topics. It is designed to serve as basic text book for undergraduate and post graduate students of all disciplines of engineering as well as reference for faculty, researchers and engineers interested to apply optimization as tool for the purpose design.
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Persons
J. S. Dhillon received his B.E. (Electrical) (1983) from Guru Nanak Dev Engineering College, Ludhiana, his M.E. (Systems) (1987), Punjab Agricultural University, Ludhiana, and his Ph.D. (1996) from Thapar Institute of Engineering & Technology, Patiala. His research activities include microprocessor applications; multi-objective thermal dispatch; hydrothermal scheduling; optimization; neural networks; fuzzy theory; and soft computing applications in power systems. Afellow member of IE (India), a life member of ISTE. He has co-authored two books: "Digital Circuits & Design", Pearson Education; and "Power System Optimization", PHI Publication. He has worked at GZS College of Engineering & Technology, Bathinda and Thapar Institute of Engineering & Technology, Patiala. Presently, he is looking after the duties of the Dean (Academics).
G.S. Dhillon received his B.E. in Computer Science and Engineering (2010) from Shaheed Udham Singh College of Engineering and Technology, Tangori, and his M. Eng., Electrical and Computer Engineering (2012) from the University of Windsor, Windsor, Ontario, Canada. His research activities include network security, wireless networking, neural networks, fuzzy theory, and soft computing. He gained experience working in the networking field and accomplished projects, such as the establishment of new networking systems at Samsung, Telus, IBM, TMX, and TSX, Canada Post. Presently, he is working on the computer software that manages the flow of the logistics industry.
Content
Introduction.- Unconstrained Optimization: Gradient Methods.- Unconstrained Optimization:Search Methods.- Metaheuristic Optimization.- Constrained Optimization.- Multi-objective Optimization.- Additional Topics of Optimization.