Hessian Initialization Strategies for L-BFGS Solving Non-linear Inverse Problems

Hari Om Aggrawal, Jan Modersitzki

L-BFGS is the state-of-the-art optimization method for many large scale inverse problems. It has a small memory footprint and achieves superlinear convergence. The method approxima…