Real-life Applications with Membrane Computing

1. Auflage 2017
ISBN: 978-3-319-55987-2
Verlag: Springer International Publishing

Buch, Englisch, Band 25, 355 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 6742 g

Reihe: Emergence, Complexity and Computation

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.

Zielgruppe

Research

Autoren/Hrsg.

Zhang, Gexiang

Gheorghe, Marian

Pérez-Jiménez, Mario J.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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.