Nonlinear Optimization in Electrical Engineering with Applications in MATLAB® (Computing and Networks)

Bakr, Mohamed

Institution of Engineering and Technology（2013/09発売）

• 製本 Hardcover:ハードカバー版／ページ数 328 p.
• 言語 ENG
• 商品コード 9781849195430
• DDC分類 621.39

Full Description

Nonlinear Optimization in Electrical Engineering with Applications in MATLAB® provides an introductory course on nonlinear optimization in electrical engineering, with a focus on applications such as the design of electric, microwave, and photonic circuits, wireless communications, and digital filter design.

Basic concepts are introduced using a step-by-step approach and illustrated with MATLAB® codes that the reader can use and adapt. Topics covered include:



classical optimization methods
one dimensional optimization
unconstrained and constrained optimization
global optimization
space mapping optimization
adjoint variable methods

Nonlinear Optimization in Electrical Engineering with Applications in MATLAB® is essential reading for advanced students in electrical engineering.

Contents

Chapter 1: Mathematical background
Chapter 2: An introduction to linear programming
Chapter 3: Classical optimization
Chapter 4: One-dimensional optimization-line search
Chapter 5: Derivative-free unconstrained techniques
Chapter 6: First-order unconstrained optimization techniques
Chapter 7: Second-order unconstrained optimization techniques
Chapter 8: Constrained optimization techniques
Chapter 9: Introduction to global optimization techniques
Chapter 10: Adjoint sensitivity analysis