
doi: 10.1007/bf01210621
Let \((\Omega, {\mathcal F}, P)\) be a complete probability space, and let \(\{{\mathcal F}_t \subset {\mathcal F}\}\) be an increasing family of \(\sigma\)-sub-algebras adopted to a standard \(m\)-dimensional Wiener process \(W\). The authors consider solutions to the stochastic differential equation (*) \(dx = f(x(t)) dt + \sigma (x(t)) dW(t)\), \(x \in \mathbb{R}^n\), starting from \(x(0)\). They study conditions under which the inequality \(\forall t \geq 0\) \(V(x(t)) \leq \omega (t)\) holds almost everywhere. Here \(\omega (\cdot)\) is a solution to the differential equation \(\omega' = - \varphi (\omega)\) and \(V : \mathbb{R}^n \to \mathbb{R} \cup \{+ \infty\}\). On the basis of such inequalities a lot of asymptotic behaviors of \(V\) along the solutions to (*) is obtained.
Ordinary differential equations and systems with randomness, stochastic viability, Stability of solutions to ordinary differential equations, absorbing set, stochastic differential equation, stochastic Lyapunov functions, Stochastic ordinary differential equations (aspects of stochastic analysis)
Ordinary differential equations and systems with randomness, stochastic viability, Stability of solutions to ordinary differential equations, absorbing set, stochastic differential equation, stochastic Lyapunov functions, Stochastic ordinary differential equations (aspects of stochastic analysis)
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