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Real-life applications with membrane...

Zhang, Gexiang.

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Real-life applications with membrane computing

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Real-life applications with membrane computing/ by Gexiang Zhang, Mario J. Perez-Jimenez, Marian Gheorghe.
作者:	Zhang, Gexiang.
其他作者:	Perez-Jimenez, Mario J.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xii, 355 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Natural computation. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-55989-6
ISBN:	9783319559896

Real-life applications with membrane computing
Zhang, Gexiang.

Real-life applications with membrane computing[electronic resource] /by Gexiang Zhang, Mario J. Perez-Jimenez, Marian Gheorghe. - Cham :Springer International Publishing :2017. - xii, 355 p. :ill. (some col.), digital ;24 cm. - Emergence, complexity and computation,v.252194-7287 ;. - Emergence, complexity and computation ;v.25..

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.

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.

ISBN: 9783319559896

Standard No.: 10.1007/978-3-319-55989-6doiSubjects--Topical Terms:

1002233
Natural computation.

LC Class. No.: QA76.9.N37

Dewey Class. No.: 006.38

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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.
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