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portada Fundamentals of Optimization Techniques With Algorithms
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
320
Format
Paperback
ISBN13
9780128211267
Edition No.
1
Categories

Fundamentals of Optimization Techniques With Algorithms

Sukanta Nayak (Author) · Academic Press · Paperback

Fundamentals of Optimization Techniques With Algorithms - Sukanta Nayak

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Synopsis "Fundamentals of Optimization Techniques With Algorithms "

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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