Stationarity from uniformly bounded quasi-Newton matrices
ID: stationarity-from-uniformly-bounded-quasi-newton-matrices
Suppose is bounded below, for one fixed , , and satisfies the Armijo condition with . ThenA telescoping sum proves the displayed convergence of a nonnegative series and hence . A uniform positive lower bound on the eigenvalues of is unnecessary for this conclusion. The conclusion is first-order stationarity; without further assumptions it does not assert convergence of the iterates or attainment of a global minimum.
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