Fundamentals of Optimization Techniques with Algorithms

Fundamentals of Optimization Techniques with Algorithms
by Sukanta Nayak
pages 页数: 320 pages
ISBN-13 : 9780128211267
ISBN-10 : 0128211261
Dimensions : 6 x 0.68 x 9 inches
Publisher Finelybook 出版社 : Academic Press; 1st edition (September 8, 2020)
Language 语言: : English
The Book Description robot was collected from Amazon and arranged by Finelybook
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.