Real-life Applications with Membrane Computing /

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 membr...

Full description

Saved in:
Bibliographic Details
Main Authors: Zhang, Gexiang
Corporate Authors: SpringerLink Online service
Group Author: Pérez-Jiménez, Mario J; Gheorghe, Marian
Published: Springer International Publishing : Imprint: Springer,
Publisher Address: Cham :
Publication Dates: 2017.
Literature type: eBook
Language: English
Series: Emergence, Complexity and Computation, 25
Subjects:
Online Access: http://dx.doi.org/10.1007/978-3-319-55989-6
Summary: 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 al
Carrier Form: 1 online resource(XII,355pages): illustrations.
ISBN: 9783319559896
Index Number: Q342
CLC: TP18
Contents: 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.