03541nam 22005775 450 991033764160332120200706033019.03-030-05309-110.1007/978-3-030-05309-3(CKB)4100000007761874(DE-He213)978-3-030-05309-3(MiAaPQ)EBC5926394(PPN)235234060(EXLCZ)99410000000776187420190301d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierOptimization in Electrical Engineering /by Mohammad Fathi, Hassan Bevrani1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (IX, 174 p. 60 illus., 43 illus. in color.) 3-030-05308-3 Includes bibliographical references and index.Introduction -- Linear Algebra Review -- Set constrained Optimization -- Convex Programming -- Duality -- LMI-based Optimization -- Artificial intelligence and evolutionary algorithms based optimization.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.Power electronicsMathematical optimizationEnergy systemsPower Electronics, Electrical Machines and Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/T24070Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Energy Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/115000Power electronics.Mathematical optimization.Energy systems.Power Electronics, Electrical Machines and Networks.Optimization.Energy Systems.519.3519.6Fathi Mohammadauthttp://id.loc.gov/vocabulary/relators/aut862562Bevrani Hassanauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910337641603321Optimization in Electrical Engineering1925303UNINA