The local Lipschitz continuity condition is standard in nonsmooth, nonconvex optimization -- see e.g. this paper and Sections "Nonsmooth, Nonconvex Optimization" and "The Clarke Subdifferential" in these lecture notes.
Iosif Pinelis
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