A deep neural network algorithm for semilinear elliptic PDEs with applications in insurance mathematics

Stefan Kremsner, Alexander Steinicke, Michaela Szölgyenyi

In insurance mathematics optimal control problems over an infinite time horizon arise when computing risk measures. Their solutions correspond to solutions of deterministic semilin…