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Analysis and Control of Boolean Networks

2010-11-23 Science
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Release : 2010-11-23
Genre : Science
Kind : eBook
Book Rating : 975/5 ( reviews)

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Book Synopsis Analysis and Control of Boolean Networks by : Daizhan Cheng

Download or read book Analysis and Control of Boolean Networks written by Daizhan Cheng. This book was released on 2010-11-23. Available in PDF, EPUB and Kindle. Book excerpt: Analysis and Control of Boolean Networks presents a systematic new approach to the investigation of Boolean control networks. The fundamental tool in this approach is a novel matrix product called the semi-tensor product (STP). Using the STP, a logical function can be expressed as a conventional discrete-time linear system. In the light of this linear expression, certain major issues concerning Boolean network topology – fixed points, cycles, transient times and basins of attractors – can be easily revealed by a set of formulae. This framework renders the state-space approach to dynamic control systems applicable to Boolean control networks. The bilinear-systemic representation of a Boolean control network makes it possible to investigate basic control problems including controllability, observability, stabilization, disturbance decoupling etc.

Probabilistic Boolean Networks

2010-01-21 Mathematics
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Release : 2010-01-21
Genre : Mathematics
Kind : eBook
Book Rating : 926/5 ( reviews)

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Book Synopsis Probabilistic Boolean Networks by : Ilya Shmulevich

Download or read book Probabilistic Boolean Networks written by Ilya Shmulevich. This book was released on 2010-01-21. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive treatment of probabilistic Boolean networks, unifying different strands of current research and addressing emerging issues.

Algorithms For Analysis, Inference, And Control Of Boolean Networks

2018-02-14 Computers
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Release : 2018-02-14
Genre : Computers
Kind : eBook
Book Rating : 443/5 ( reviews)

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Book Synopsis Algorithms For Analysis, Inference, And Control Of Boolean Networks by : Tatsuya Akutsu

Download or read book Algorithms For Analysis, Inference, And Control Of Boolean Networks written by Tatsuya Akutsu. This book was released on 2018-02-14. Available in PDF, EPUB and Kindle. Book excerpt: The Boolean network (BN) is a mathematical model of genetic networks and other biological networks. Although extensive studies have been done on BNs from a viewpoint of complex systems, not so many studies have been undertaken from a computational viewpoint. This book presents rigorous algorithmic results on important computational problems on BNs, which include inference of a BN, detection of singleton and periodic attractors in a BN, and control of a BN. This book also presents algorithmic results on fundamental computational problems on probabilistic Boolean networks and a Boolean model of metabolic networks. Although most contents of the book are based on the work by the author and collaborators, other important computational results and techniques are also reviewed or explained.

Algebraic Biology

2008-07-18 Computers
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Release : 2008-07-18
Genre : Computers
Kind : eBook
Book Rating : 003/5 ( reviews)

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Book Synopsis Algebraic Biology by : Katsuhisa Horimoto

Download or read book Algebraic Biology written by Katsuhisa Horimoto. This book was released on 2008-07-18. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Algebraic Biology, AB 2008, held at the Castle of Hagenberg, Austria in July 2008 as part of the RISC Summer 2008, organized by the Research Institute for Symbolic Computation. The 14 revised full papers presented together with 3 tutorial lectures were carefully reviewed and selected from 27 submissions. The conference is the interdisciplinary forum for the presentation of research on all aspects of applications of symbolic computation (computer algebra, computational logic, and related methods) to various issues in biology and life sciences as well as other problems in biology being approached with symbolic methods.

Probabilistic Boolean Networks

2010-01-01 Mathematics
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Release : 2010-01-01
Genre : Mathematics
Kind : eBook
Book Rating : 639/5 ( reviews)

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Book Synopsis Probabilistic Boolean Networks by : Ilya Shmulevich

Download or read book Probabilistic Boolean Networks written by Ilya Shmulevich. This book was released on 2010-01-01. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive treatment of probabilistic Boolean networks (PBNs), an important model class for studying genetic regulatory networks. This book covers basic model properties, including the relationships between network structure and dynamics, steady-state analysis, and relationships to other model classes." "Researchers in mathematics, computer science, and engineering are exposed to important applications in systems biology and presented with ample opportunities for developing new approaches and methods. The book is also appropriate for advanced undergraduates, graduate students, and scientists working in the fields of computational biology, genomic signal processing, control and systems theory, and computer science.

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