Real-life Applications with Membrane Computing

Gexiang Zhang, Mario J. Pérez-Jiménez, Marian Gheorghe (Autoren)

Buch | Softcover

XII, 355 Seiten

2018 | Softcover reprint of the original 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-85798-5 (ISBN)

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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 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.

Membrane 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.

Erscheinungsdatum	05.03.2022
Reihe/Serie	Emergence, Complexity and Computation
Zusatzinfo	XII, 355 p. 148 illus., 54 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	5562 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik
Schlagworte	Complexity • ecosystem • Engineering Optimization • Fault Diagnosis • Membrane computing • Natural Computing • Real-life Applications • Robot Controller
ISBN-10	3-319-85798-3 / 3319857983
ISBN-13	978-3-319-85798-5 / 9783319857985
Zustand	Neuware