2009, ISBN: 9780470823934

Fundamentals and Applications in Electrical Engineering, eBooks, eBook Download (PDF), Differential evolution is a very simple but very powerfulstochastic optimizer. Since its inception, … More...

Fundamentals and Applications in Electrical Engineering, eBooks, eBook Download (PDF), Differential evolution is a very simple but very powerfulstochastic optimizer. Since its inception, it has proved veryefficient and robust in function optimization and has been appliedto solve problems in many scientific and engineering fields. InDifferential Evolution , Dr. Qing begins with an overview ofoptimization, followed by a state-of-the-art review of differentialevolution, including its fundamentals and up-to-date advances. Hegoes on to explore the relationship between differential evolutionstrategies, intrinsic control parameters, non-intrinsic controlparameters, and problem features through a parametric study.Findings and recommendations on the selection of strategies andintrinsic control parameter values are presented. Lastly, after anintroductory review of reported applications in electrical andelectronic engineering fields, different research groupsdemonstrate how the methods can be applied to such areas as:multicast routing, multisite mapping in grid environments, antennaarrays, analog electric circuit sizing, electricity markets,stochastic tracking in video sequences, and color quantization. * Contains a systematic and comprehensive overview ofdifferential evolution * Reviews the latest differential evolution research * Describes a comprehensive parametric study conducted over alarge test bed * Shows how methods can be practically applied to * mobile communications * grid computing * circuits * image processing * power engineering * Sample applications demonstrated by research groups in theUnited Kingdom, Australia, Italy, Turkey, China, and EasternEurope * Provides access to companion website with code examples fordownload Differential Evolution is ideal for applicationengineers, who can use the methods described to solve specificengineering problems. It is also a valuable reference forpost-graduates and researchers working in evolutionary computation,design optimization and artificial intelligence. Researchers in theoptimization field or engineers and managers involved in operationsresearch will also find the book a helpful introduction to thetopic. [PU: John Wiley & Sons], Seiten: 464, John Wiley & Sons, 2009<

ISBN: 9780470823934

Differential evolution is a very simple but very powerful stochastic optimizer. Since its inception, it has proved very efficient and robust in function optimization and has been applied … More...

Differential evolution is a very simple but very powerful stochastic optimizer. Since its inception, it has proved very efficient and robust in function optimization and has been applied to solve problems in many scientific and engineering fields. In Differential Evolution , Dr. Qing begins with an overview of optimization, followed by a state-of-the-art review of differential evolution, including its fundamentals and up-to-date advances. He goes on to explore the relationship between differential evolution strategies, intrinsic control parameters, non-intrinsic control parameters, and problem features through a parametric study. Findings and recommendations on the selection of strategies and intrinsic control parameter values are presented. Lastly, after an introductory review of reported applications in electrical and electronic engineering fields, different research groups demonstrate how the methods can be applied to such areas as: multicast routing, multisite mapping in grid environments, antenna arrays, analog electric circuit sizing, electricity markets, stochastic tracking in video sequences, and color quantization. Contains a systematic and comprehensive overview of differential evolutionReviews the latest differential evolution researchDescribes a comprehensive parametric study conducted over a large test bedShows how methods can be practically applied to mobile communicationsgrid computingcircuitsimage processingpower engineeringSample applications demonstrated by research groups in the United Kingdom, Australia, Italy, Turkey, China, and Eastern EuropeProvides access to companion website with code examples for downloadDifferential Evolution is ideal for application engineers, who can use the methods described to solve specific engineering problems. It is also a valuable reference for post-graduates and researchers working in evolutionary computation, design optimization and artificial intelligence. Researchers in the optimization field or engineers and managers involved in operations research will also find the book a helpful introduction to the topic.; PDF; Scientific, Technical and Medical > Mathematics, Wiley<

ISBN: 9780470823934

Differential Evolution - Fundamentals and Applications in Electrical Engineering: ab 128.99 € eBooks > Sachthemen & Ratgeber > Technik John Wiley & Sons eBook als pdf, John Wiley & Sons

ISBN: 9780470823934

Digital Download, Produktgruppe: Digital Book Service, Subjects, Books, [PU: Wiley]