TY - GEN
T1 - On first passage time problems in collective decision-making with heterogeneous agents
AU - Srivastava, Vaibhav
AU - Leonard, Naomi Ehrich
N1 - Publisher Copyright:
© 2015 American Automatic Control Council.
PY - 2015/7/28
Y1 - 2015/7/28
N2 - We study first passage time problems in collective decision-making using the context of two alternative choice tasks. The properties of the first passage time of a high dimensional stochastic process are hard to compute. For a class of stochastic processes governed by coupled linear stochastic differential equations, we develop reduced order models that are amenable to efficient computation of the properties of the first passage time. We use the proposed reduced model to study collective decision-making in heterogeneous cooperative networks and leader-follower networks.
AB - We study first passage time problems in collective decision-making using the context of two alternative choice tasks. The properties of the first passage time of a high dimensional stochastic process are hard to compute. For a class of stochastic processes governed by coupled linear stochastic differential equations, we develop reduced order models that are amenable to efficient computation of the properties of the first passage time. We use the proposed reduced model to study collective decision-making in heterogeneous cooperative networks and leader-follower networks.
UR - http://www.scopus.com/inward/record.url?scp=84940929658&partnerID=8YFLogxK
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U2 - 10.1109/ACC.2015.7171045
DO - 10.1109/ACC.2015.7171045
M3 - Conference contribution
AN - SCOPUS:84940929658
T3 - Proceedings of the American Control Conference
SP - 2113
EP - 2118
BT - ACC 2015 - 2015 American Control Conference
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2015 American Control Conference, ACC 2015
Y2 - 1 July 2015 through 3 July 2015
ER -