Real-life Applications with Membrane Computing: 25 (Emergence, Complexity and Computation) - Hardcover

Zhang, Gexiang; Pérez-Jiménez, Mario J.; Gheorghe, Marian

Hardcover

ISBN 10: 3319559877 ISBN 13: 9783319559872

Verlag: Springer, 2017

Inhaltsangabe

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. <P>&NBSP;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.</P>

Über diesen Titel

Reseña del editor

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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2017
• ISBN 10: 3319559877
• ISBN 13: 9783319559872
• Einband: Tapa dura
• Sprache: Englisch
• Auflage: 1
• Anzahl der Seiten: 368