eBook - ePub

Fundamentals of Optimization Techniques with Algorithms

Name: Fundamentals of Optimization Techniques with Algorithms
ISBN: 9780128224922

Sukanta Nayak,

320 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Fundamentals of Optimization Techniques with Algorithms

Sukanta Nayak,

About this book

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. - Presents optimization techniques clearly, including worked-out examples, from traditional to advanced - Maps out the relations between optimization and other mathematical topics and disciplines - Provides systematic coverage of algorithms to facilitate computer coding - Gives MATLAB© codes in relation to optimization techniques and their use in computer-aided design - Presents nature-inspired optimization techniques including genetic algorithms and artificial neural networks

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Yes, you can access Fundamentals of Optimization Techniques with Algorithms by Sukanta Nayak in PDF and/or ePUB format, as well as other popular books in Technik & Maschinenbau & Maschinenbau Allgemein. We have over one million books available in our catalogue for you to explore.