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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\varepsilon-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.