Algorithms for analysis, inference, and control of boolean networks
Algorithms for analysis, inference, and control of boolean networks
単著
情報
阿久津達也(化学研究所 / 著者)
Tatsuya
Akutsu
(化学研究所, 著者)
出版年月
出版社
World Scientific
ISBN
9789813233423
本体価格備考
$98
頁数
228
本文言語
English
内容紹介
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.