Description

Book Synopsis
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.

Algorithms For Analysis, Inference, And Control

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A Hardback by Tatsuya Akutsu

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    View other formats and editions of Algorithms For Analysis, Inference, And Control by Tatsuya Akutsu

    Publisher: World Scientific Publishing Co Pte Ltd
    Publication Date: 18/04/2018
    ISBN13: 9789813233423, 978-9813233423
    ISBN10: 9813233427
    Also in:
    Algorithms and data structures

    Description

    Book Synopsis
    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.

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