slsm | A C implementation of a stochastic level-set method

slsm is a C++ library. slsm has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

LibSLSM is a small C++ library that forms an accompaniment to the paper Stochastic level-set method for shape optimisation. The library provides a simple set of building blocks for implementing the method. Various example codes illustrate how to make make use of the library and reproduce the data in the paper. Unlike traditional level-set optimisation methods, which use a steepest descent approach, SLSM updates the level set using a stochastic differential equation. The addition of thermal noise enables the exploration of design space during the optimisation process. In situations where the objective function is non-convex, this allows for the possibility of escaping local minima and converging to the true global optimum. See the paper for further details.