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OverviewThis book thoroughly investigates the underlying theoretical basis of membrane computing models, and reveals their latest applications. In addition, to date there have been no illustrative case studies or complex real-life applications that capitalize on the full potential of the sophisticated membrane systems computational apparatus; gaps that this book remedies. By studying various complex applications – including engineering optimization, power systems fault diagnosis, mobile robot controller design, and complex biological systems involving data modeling and process interactions – the book also extends the capabilities of membrane systems models with features such as formal verification techniques, evolutionary approaches, and fuzzy reasoning methods. As such, the book offers a comprehensive and up-to-date guide for all researchers, PhDs and undergraduate students in the fields of computer science, engineering and the bio-sciences who are interested in the applications of natural computing models. Full Product DetailsAuthor: Gexiang Zhang , Mario J. Pérez-Jiménez , Marian GheorghePublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: Softcover reprint of the original 1st ed. 2017 Volume: 25 Weight: 5.562kg ISBN: 9783319857985ISBN 10: 3319857983 Pages: 355 Publication Date: 25 July 2018 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsMembrane Computing - Key Concepts and Definitions.- Fundamentals of Evolutionary Computation.- Membrane Algorithms.- Engineering Optimization with Membrane Algorithms.- Electric Power System Fault Diagnosis with Membrane Systems.- Robot Control with Membrane Systems.- Data Modeling with Membrane Systems: Applications to Real Ecosystems.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |