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zhang gexiang; pérez-jiménez mario j.; gheorghe marian - real-life applications with membrane computing

Real-life Applications with Membrane Computing

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 04/2017
Edizione: 1st ed. 2017





Trama

This 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 veri?cation 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.





Sommario

Membrane Computing - Key Concepts and De?nitions.- 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.










Altre Informazioni

ISBN:

9783319559872

Condizione: Nuovo
Collana: Emergence, Complexity and Computation
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:XII, 355 p. 148 illus., 54 illus. in color.
Pagine Arabe: 355
Pagine Romane: xii


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