- Let $a,b : [0,T] \times \mathbb{R} \to \mathbb{R}$ be Borel functions.
- Let $X$ be the solution of
$$ X_t= \int_{0}^t a(s,X_s) dW_s + \int_{0}^t b(s,X_s) ds , t \in[0,T]$$ We call it $SDE(a,b)$
If $a(t,x) = |x|^{\alpha}$ with $\alpha > \dfrac12$ and $b$ Lipschitz, does $SDE(a,b)$ admit pathwise uniqueness? What about uniqueness in law?
Suppose $a(t,x)=a(x)$ and $b(t,x)=0$. Does $SDE(a,0, \delta_{x_0})$ admit existence and uniqueness in law?
Some conditions are given here and in Singular Stochastic Differential Equations by Alexander S. Cherny and Hans-Jürgen Engelbert.
Yamada-Watanabe criterion?
We use the Engelbert-Schmidt criterion. For a Borel function, we define
- $Z(\sigma)= \{x \in\mathbb{R} | \sigma(x)=0 \}$
- $I(\sigma)$ the set of real numbers $x$ such that $\int_{x - \epsilon}^{x + \epsilon} \dfrac{dy}{ \sigma^2(y) }= \infty, \forall \epsilon >0$
- $I(a) \subset Z(a)$ is a necessary and sufficient condition for existence in law.
- $I(a) = Z(a)$ is a necessary and sufficient condition for existence and uniqueness in law
The Watanabe criterion states that if
We suppose that $b$ is Lipschitz and
there exists $h : \mathbb{R}^+ \to \mathbb{R}^+$ strictly increasing continuous such that
$h(0)=0$
$\int_{x - \epsilon}^{x + \epsilon} \dfrac{dy}{ h^2(y) }= \infty, \forall \epsilon >0$
$ |a(t,x) - a(t,y)| \leq h(x-y)$
Then we have pathwise existence.
With $\alpha \geq \frac12$ and $a(t,x)= x^{\alpha}$ the conditions are verified according to this inequality