[PDF] Membrane Computing Models Implementations eBook

Author : Gexiang Zhang
Publisher : Springer Nature
Page : 292 pages
File Size : 38,50 MB
Release : 2021-07-01
Category : Computers
ISBN : 9811615667

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The theoretical basis of membrane computing was established in the early 2000s with fundamental research into the computational power, complexity aspects and relationships with other (un)conventional computing paradigms. Although this core theoretical research has continued to grow rapidly and vigorously, another area of investigation has since been added, focusing on the applications of this model in many areas, most prominently in systems and synthetic biology, engineering optimization, power system fault diagnosis and mobile robot controller design. The further development of these applications and their broad adoption by other researchers, as well as the expansion of the membrane computing modelling paradigm to other applications, call for a set of robust, efficient, reliable and easy-to-use tools supporting the most significant membrane computing models. This work provides comprehensive descriptions of such tools, making it a valuable resource for anyone interested in membrane computing models.

Author : Gexiang Zhang
Publisher :
Page : 0 pages
File Size : 10,13 MB
Release : 2021
Category :
ISBN : 9789811615672

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The theoretical basis of membrane computing was established in the early 2000s with fundamental research into the computational power, complexity aspects and relationships with other (un)conventional computing paradigms. Although this core theoretical research has continued to grow rapidly and vigorously, another area of investigation has since been added, focusing on the applications of this model in many areas, most prominently in systems and synthetic biology, engineering optimization, power system fault diagnosis and mobile robot controller design. The further development of these applications and their broad adoption by other researchers, as well as the expansion of the membrane computing modelling paradigm to other applications, call for a set of robust, efficient, reliable and easy-to-use tools supporting the most significant membrane computing models. This work provides comprehensive descriptions of such tools, making it a valuable resource for anyone interested in membrane computing models. .

Author : Gabriel Ciobanu
Publisher : Springer Science & Business Media
Page : 448 pages
File Size : 15,26 MB
Release : 2007-08-06
Category : Computers
ISBN : 3540299378

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Membrane computing is a branch of natural computing which investigates computing models abstracted from the structure and functioning of living cells and from their interactions in tissues or higher-order biological structures. The models considered, called membrane systems (P systems), are parallel, distributed computing models, processing multisets of symbols in cell-like compartmental architectures. In many applications membrane systems have considerable advantages – among these are their inherently discrete nature, parallelism, transparency, scalability and nondeterminism. In dedicated chapters, leading experts explain most of the applications of membrane computing reported so far, in biology, computer science, computer graphics and linguistics. The book also contains detailed reviews of the software tools used to simulate P systems.

Author : Gheorghe Paun
Publisher : Springer Science & Business Media
Page : 425 pages
File Size : 24,92 MB
Release : 2012-12-06
Category : Computers
ISBN : 3642561969

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Membrane computing is an unconventional model of computation associated with a new computing paradigm. The field of membrane computing was initiated in 1998 by the author of this book; it is a branch of natural computing inspired by the structure and functioning of the living cell and devises distributed parallel computing models in the form of membrane systems. This book is the first monograph surveying the new field in a systematic and coherent way. It presents the central notions and results: the main classes of P systems, the main results about their computational power and efficiency, a complete bibliography, and a series of open problems and research topics.

Author : Alberto Arteta
Publisher : LAP Lambert Academic Publishing
Page : 140 pages
File Size : 40,84 MB
Release : 2012-07
Category :
ISBN : 9783848495634

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Biomolecular computing is the focus of this book. In particular, the area of computing with the membranes of the living cells commonly referred as 'membrane computing' or 'transition P-systems'. It introduces the concept of 'adaptability'. Adaptability means the ability for the membrane computing model to interact with other technologies in order to obtain optimal results when dealing with complex problems.Some scenarios have the transition P-systems working together with other technologies. Furthermore, methodologies and new software are introduced to implement the evolution rules application phase within membrane computing. These methodologies and software improve P-system's functionality by processing the information in a faster way. This is especially useful to obtain optimal results when dealing with complex problems such as NP-complete problems.

Author : David Corne
Publisher : Springer Science & Business Media
Page : 412 pages
File Size : 34,73 MB
Release : 2009-01-20
Category : Computers
ISBN : 3540958843

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This book constitutes the thoroughly refereed extended postproceedings of the 9th International Workshop on Membrane Computing, WMC 2008, held in Edinburgh, UK, in July 2008 under the auspices of the European Molecular Computing Consortium (EMCC) and the Molecular Computing Task Force of IEEE Computational Intelligence Society. The 22 revised full papers presented together with 5 invited papers went through two rounds of reviewing and improvement. The papers in this volume cover all the main directions of research in membrane computing, ranging from theoretical topics in mathematics and computer science to application issues. A special attention was paid to the interaction of membrane computing with biology and computer science, focusing both on the biological roots of membrane computing, on applications of membrane computing in biology and medicine, and on possible electronically based implementations.

Author : Gexiang Zhang
Publisher : Springer
Page : 365 pages
File Size : 40,14 MB
Release : 2017-04-05
Category : Technology & Engineering
ISBN : 3319559893

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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.

Author : Spain) Wmc 200 (2003 Tarragona
Publisher : Springer Science & Business Media
Page : 392 pages
File Size : 35,64 MB
Release : 2004-01-28
Category : Computers
ISBN : 354020895X

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This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Membrane Computing, WMC 2003, held in Tarragona, Spain, in July 2003. The 26 revised full papers presented were carefully selected during two rounds of reviewing and improvement. All current topics in the emerging area of membrane computing are addressed, ranging from issues in mathematics and theoretical computer science to (potential) applications in biology, bioinformatics, sorting, ranking, linguistics, and computer graphics; several implementations and simulations on computers, computer networks, and reconfigurable hardware are presented too.

Author : George Eleftherakis
Publisher : Springer
Page : 456 pages
File Size : 39,73 MB
Release : 2007-11-25
Category : Computers
ISBN : 3540773126

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For anyone needing to keep up to date with all the latest research in the field of membrane computing, this book will come as a breath of fresh air. It is the extended post-proceedings of the 8th International Workshop on Membrane Computing, held in June 2007. A total of 27 revised papers are presented. All of them have been through two rounds of reviewing. Special attention has been paid to the interaction of membrane computing with biology and computer science.