Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/75308
Title: Probabilistic control of gene networks
Authors: Chen, P.C.Y. 
Chen, J.W.
Issue Date: 2005
Source: 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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