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Fundamentals of Optimization Techniques with Algorithms

Fundamentals of Optimization Techniques with Algorithms

Paperback

Technology & EngineeringGeneral Mathematics

ISBN10: 0128211261
ISBN13: 9780128211267
Publisher: Academic Press
Published: Aug 25 2020
Pages: 320
Weight: 0.96
Height: 0.68 Width: 6.00 Depth: 9.00
Language: English

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(c) 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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General Mathematics