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Nonlinear Optimization in Electrical Engineering with Applications in MATLAB®

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Author(s): Mohamed Bakr 1
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Publication Year: 2013

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.

Inspec keywords: sensitivity analysis; nonlinear programming; linear programming; search problems; electrical engineering

Other keywords: first-order unconstrained optimization techniques; adjoint sensitivity analysis; constrained optimization techniques; second-order unconstrained optimization techniques; nonlinear optimization; MATLAB; classical optimization; linear programming; electrical engineering; derivative-free unconstrained techniques; one-dimensional optimization-line search; global optimization techniques

Subjects: General electrical engineering topics; Optimisation techniques; General and management topics; Optimisation techniques

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