Optimization in Electrical Engineering
Fathi, Mohammad, Bevrani, Hassan
Produktnummer:
182921cfa61fc74bacb9e49d5f426c7433
Autor: | Bevrani, Hassan Fathi, Mohammad |
---|---|
Themengebiete: | Artificial neural networks Convex optimization textbook Convex programming Dual domain Engineering optimization textbook Linear Matrix Inequalities (LMI) Linear and nonlinear programming Particle swarm optimization Set constrained optimization Smart/micro grids |
Veröffentlichungsdatum: | 13.03.2019 |
EAN: | 9783030053086 |
Sprache: | Englisch |
Seitenzahl: | 174 |
Produktart: | Gebunden |
Verlag: | Springer International Publishing |
Produktinformationen "Optimization in Electrical Engineering"
This textbook provides students, researchers, and engineers in the area of electrical engineering with advanced mathematical optimization methods. Presented in a readable format, this book highlights fundamental concepts of advanced optimization used in electrical engineering. Chapters provide a collection that ranges from simple yet important concepts such as unconstrained optimization to highly advanced topics such as linear matrix inequalities and artificial intelligence-based optimization methodologies. The reader is motivated to engage with the content via numerous application examples of optimization in the area of electrical engineering. The book begins with an extended review of linear algebra that is a prerequisite to mathematical optimization. It then precedes with unconstrained optimization, convex programming, duality, linear matrix inequality, and intelligent optimization methods. This book can be used as the main text in courses such as Engineering Optimization, Convex Engineering Optimization, Advanced Engineering Mathematics and Robust Optimization and will be useful for practicing design engineers in electrical engineering fields. Author provided cases studies and worked examples are included for student and instructor use.

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