Line Search Algorithms for Locally Lipschitz Functions on Riemannian Manifolds
Line Search Algorithms for Locally Lipschitz Functions on Riemannian Manifolds
S. Hosseini,W. Huang,R. Yousefpour
2018 · DOI: 10.1137/16M1108145
SIAM Journal on Optimization · 78 Citations
TLDR
Using ε-subgradient-oriented descent directions and the Wolfe conditions, a nonsmooth Riemannian line search algorithm is proposed and the convergence of the algorithm to a stationary point is established.
