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|Title:||Probabilistic control of gene networks||Authors:||Chen, P.C.Y.
|Issue Date:||2005||Citation:||Chen, P.C.Y.,Chen, J.W. (2005). Probabilistic control of gene networks. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings 7 VOLS : 2966-2970. ScholarBank@NUS Repository.||Abstract:||In this paper, an approach based on Markov chains for controlling gene networks is proposed. The state of the network is represented as a probabilitiy distribution, while state transitions are considered to be probabilistic. An algorithm is proposed to determine a sequence of control actions that drives the state of a given network to within a desired state set with a prescribed minimum or maximum probability. A heuristic is proposed and shown to improve the efficiency of the proposed algorithm for a class of gene networks. © 2005 IEEE.||Source Title:||Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings||URI:||http://scholarbank.nus.edu.sg/handle/10635/75308||ISBN:||0780387406||ISSN:||05891019|
|Appears in Collections:||Staff Publications|
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