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Algorithms For Analysis, Inference, And Control Of Boolean Networks (Hardcover)
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Algorithms For Analysis, Inference, And Control Of Boolean Networks (Hardcover)
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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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