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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Zhang, Gexiang (Συγγραφέας), Pérez-Jiménez, Mario J. (Συγγραφέας), Gheorghe, Marian (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
Σειρά:Emergence, Complexity and Computation, 25
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03166nam a22005055i 4500
001 978-3-319-55989-6
003 DE-He213
005 20170405125404.0
007 cr nn 008mamaa
008 170405s2017 gw | s |||| 0|eng d
020 |a 9783319559896  |9 978-3-319-55989-6 
024 7 |a 10.1007/978-3-319-55989-6  |2 doi 
040 |d GrThAP 
050 4 |a Q342 
072 7 |a UYQ  |2 bicssc 
072 7 |a COM004000  |2 bisacsh 
082 0 4 |a 006.3  |2 23 
100 1 |a Zhang, Gexiang.  |e author. 
245 1 0 |a Real-life Applications with Membrane Computing  |h [electronic resource] /  |c by Gexiang Zhang, Mario J. Pérez-Jiménez, Marian Gheorghe. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XII, 355 p. 148 illus., 54 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Emergence, Complexity and Computation,  |x 2194-7287 ;  |v 25 
505 0 |a 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. 
520 |a 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. 
650 0 |a Engineering. 
650 0 |a Artificial intelligence. 
650 0 |a Computational intelligence. 
650 0 |a Complexity, Computational. 
650 1 4 |a Engineering. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Complexity. 
700 1 |a Pérez-Jiménez, Mario J.  |e author. 
700 1 |a Gheorghe, Marian.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319559872 
830 0 |a Emergence, Complexity and Computation,  |x 2194-7287 ;  |v 25 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-55989-6  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)