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Real-life Applications with Membrane Computing
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Paperback
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Artikel-Nr:
9783319857985
Veröffentl:
2018
Einband:
Paperback
Erscheinungsdatum:
25.07.2018
Seiten:
368
Autor:
Gexiang Zhang
Gewicht:
557 g
Format:
235x155x20 mm
Serie:
25, Emergence, Complexity and Computation
Sprache:
Englisch
Beschreibung:
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.
Presents a novel approach relying on a combination of different membrane system models and evolutionary methods or fuzzy reasoning systems, applied to a wide range of contexts from various engineering areas
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.