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• W3188475563 abstract "This is an expository note on large deviations, Hamilton-Jacobi-Bellman (HJB) equations, and the role of the Freidlin-Wentzell quasipotential in Chemical Reaction Networks (CRNs). The note was motivated by observations which identified Lyapunov functions for deterministic descriptions of CRNs by taking appropriate scaling limits of invariant distributions for the corresponding stochastic dynamics. We explain how this is a special case of a classical theory due to Freidlin and Wentzell. We also show that this Lyapunov function is a solution to the HJB partial differential equation if and only if the network is complex-balanced. The target audience are researchers in the CRN community who are familiar with the Markov process description of CRNs, but do not have the time to invest in learning the technical machinery of large deviations. We conclude by exploring some possible relationships with Kahler geometry which suggest an interesting and unexplored research direction." @default.
• W3188475563 created "2021-08-16" @default.
• W3188475563 creator A5000454931 @default.
• W3188475563 date "2021-08-01" @default.
• W3188475563 modified "2023-09-27" @default.
• W3188475563 title "Hamilton-Jacobi-Bellman equations for Chemical Reaction Networks" @default.
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• W3188475563 hasPublicationYear "2021" @default.
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