Stochastic optimal control for nonlinear damped network dynamics
Simone G\"ottlich, Thomas Schillinger

TL;DR
This paper formulates a stochastic optimal control problem for nonlinear damped network dynamics, providing explicit solutions and simulations to understand the impact of damping on network inflow optimization.
Contribution
It introduces a novel stochastic control framework for nonlinear damped network systems with explicit solutions and numerical analysis.
Findings
Optimal inflow solutions depend on damping characteristics
Numerical simulations demonstrate control effectiveness
Nonlinear damping significantly influences network performance
Abstract
We present a stochastic optimal control problem for a tree network. The dynamics of the network are governed by transport equations with a special emphasis on the non-linear damping function. Demand profiles at the network sinks are modelled by a stochastic differential equations. An explicit optimal inflow into the network is determined and numerical simulations are presented to show the effects for different choices of the non-linear damping.
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Taxonomy
TopicsStochastic processes and statistical mechanics · Markov Chains and Monte Carlo Methods · Opinion Dynamics and Social Influence
