Membrane Computing Models Implementations

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Membrane Computing Models Implementations

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Author : Gexiang Zhang
language : en
Publisher: Springer Nature
Release Date : 2021-07-01

Membrane Computing Models Implementations written by Gexiang Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-01 with Computers categories.

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.

Membrane Computing Models Implementations

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Author : Gexiang Zhang
language : en
Publisher:
Release Date : 2021

Membrane Computing Models Implementations written by Gexiang Zhang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.

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. .

Membrane Computing

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Author : Gheorghe Paun
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Membrane Computing written by Gheorghe Paun and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.

Like quantum computing or DNA computing, 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, also called P 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. Thus, the book is indispensible reading for anybody interested in molecular computing.

Membrane Computing

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Author : Spain) Wmc 200 (2003 Tarragona
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-01-28

Membrane Computing written by Spain) Wmc 200 (2003 Tarragona and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-01-28 with Computers categories.

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.

Spiking Neural P Systems

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Author : Gexiang Zhang
language : en
Publisher: Springer Nature
Release Date : 2024-12-13

Spiking Neural P Systems written by Gexiang Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-13 with Computers categories.

Spiking neural P systems represent a significant advancement in the field of membrane computing, drawing inspiration from the communication patterns observed in neurons. Since their inception in 2006, these distributed and parallel neural-like computing models have gained popularity and emerged as important tools within the membrane computing area. As a key branch of the third generation of artificial neural networks, a fascinating research area of artificial intelligence, spiking neural P systems offer a captivating blend of theoretical elegance and practical utility. Their efficiency, Turing completeness, and real-life application characteristics, including interpretability and suitability for large-scale problems, have positioned them at the forefront of contemporary research in membrane computing and artificial intelligence. This state-of-the-art reference work is organized into three parts comprising twelve chapters. It thoroughly investigates the theoretical foundations, real-life applications, and implementations of spiking neural P systems. From fundamental principles to computational power and complexity, the theoretical aspects are explored, laying the groundwork for understanding their practical applications. Real-life applications span a diverse range of domains, including complex optimization, classification, fault diagnosis, medical image processing, information fusion, cryptography, and robot control. Additionally, the book discusses several software and hardware implementations that provide valuable insights into the practical deployment of spiking neural P systems. As the rapid development of spiking neural P systems continues to unfold, there is an increasing demand for a systematic and comprehensive summary of their capabilities and applications. This work serves as an invaluable resource for researchers, scholars, and practitioners interested in the theoretical underpinnings, algorithms, and practical implementation of artificial intelligence and membrane computing.

Implementation And Application Of Automata

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Author : Jacques Farré
language : en
Publisher: Springer
Release Date : 2006-03-02

Implementation And Application Of Automata written by Jacques Farré and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-02 with Computers categories.

This book constitutes the thoroughly refereed post-proceedings of the 10th International Conference on Implementation and Application of Automata, CIAA 2005, held in Sophia Antipolis, France, in June 2005. The 26 revised full papers and 8 revised poster papers presented together with 2 invited contributions were selected from 87 submissions and have gone through two rounds of reviewing and improvement. The topics covered show applications of automata in many fields, including mathematics, linguistics, networks, XML processing, biology and music.

Applications Of Membrane Computing

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Author : Gabriel Ciobanu
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-06

Applications Of Membrane Computing written by Gabriel Ciobanu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-06 with Computers categories.

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.

Handbook Of Unconventional Computing In 2 Volumes

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Author : Andrew Adamatzky
language : en
Publisher: World Scientific
Release Date : 2021-08-18

Handbook Of Unconventional Computing In 2 Volumes written by Andrew Adamatzky and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-18 with Computers categories.

Did you know that computation can be implemented with cytoskeleton networks, chemical reactions, liquid marbles, plants, polymers and dozens of other living and inanimate substrates? Do you know what is reversible computing or a DNA microscopy? Are you aware that randomness aids computation? Would you like to make logical circuits from enzymatic reactions? Have you ever tried to implement digital logic with Minecraft? Do you know that eroding sandstones can compute too?This volume reviews most of the key attempts in coming up with an alternative way of computation. In doing so, the authors show that we do not need computers to compute and we do not need computation to infer. It invites readers to rethink the computer and computing, and appeals to computer scientists, mathematicians, physicists and philosophers. The topics are presented in a lively and easily accessible manner and make for ideal supplementary reading across a broad range of subjects.Related Link(s)

Control Operation And Trading Strategies Of Intermittent Renewable Energy In Smart Grids

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Author : Dongliang Xiao
language : en
Publisher: Frontiers Media SA
Release Date : 2023-04-17

Control Operation And Trading Strategies Of Intermittent Renewable Energy In Smart Grids written by Dongliang Xiao and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-17 with Technology & Engineering categories.

Membrane Computing For Distributed Control Of Robotic Swarms Emerging Research And Opportunities

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Author : Florea, Andrei George
language : en
Publisher: IGI Global
Release Date : 2017-03-10

Membrane Computing For Distributed Control Of Robotic Swarms Emerging Research And Opportunities written by Florea, Andrei George and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-10 with Computers categories.

Developments in bio-inspired computation have impacted multiple fields and created opportunities for new applications. In recent years, these techniques have been increasingly integrated into robotic systems. Membrane Computing for Distributed Control of Robotic Swarms: Emerging Research and Opportunities is an innovative reference source for the latest perspectives on biologically-inspired computation techniques for robot design and control. Highlighting a range of pivotal topics such as software engineering, simulation tools, and robotic security, this book is ideally designed for researchers, academics, students, and practitioners interested in the role of membrane computing in mobile robots.