Real-life Applications with Membrane Computing

Author:   Gexiang Zhang ,  Mario J. Pérez-Jiménez ,  Marian Gheorghe
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
Volume:   25
ISBN:  

9783319857985


Pages:   355
Publication Date:   25 July 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Real-life Applications with Membrane Computing


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Overview

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.

Full Product Details

Author:   Gexiang Zhang ,  Mario J. Pérez-Jiménez ,  Marian Gheorghe
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
Volume:   25
Weight:   5.562kg
ISBN:  

9783319857985


ISBN 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   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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