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Sukanta Nayak
Fundamentals of Optimization Techniques with Algorithms
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ISBN: 9780128211267
Author : Sukanta Nayak
Published: 2020
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9×6
Author : Sukanta Nayak
Published: 2020
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9×6
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<p>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. <i>Fundamentals of Optimization Techniques with Algorithms</i> presents a complete package of various traditional and advanced optimization techniques along with a variety of example problems, algorithms and MATLAB<SUP>©</SUP> 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.</p>
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