Fundamentals of Optimization Techniques with Algorithms
by Sukanta Nayak
Print Length 页数: 320 pages
ISBN-13: 9780128211267
ISBN-10: 0128211261
Publisher finelybook 出版社: Academic Press; (September 8,2020)
Language 语言: English
Book Description
Optimization is a key concept in mathematics,computer science,and operations research,and is essential to the modeling of any system,playing an integral role in computer-aided design. Fundamentals of Optimization Techniques with Algorithms presents a complete package of various traditional and advanced optimization techniques along with a variety of example problems,algorithms and MATLAB© code optimization techniques,for linear and nonlinear single variable and multivariable models,as well as multi-objective and advanced optimization techniques. It presents both theoretical and numerical perspectives in a clear and approachable way. In order to help the reader apply optimization techniques in practice,the book details program codes and computer-aided designs in relation to real-world problems. Ten chapters cover,an introduction to optimization; linear programming; single variable nonlinear optimization; multivariable unconstrained nonlinear optimization; multivariable constrained nonlinear optimization; geometric programming; dynamic programming; integer programming; multi-objective optimization; and nature-inspired optimization. This book provides accessible coverage of optimization techniques,and helps the reader to apply them in practice
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