A diameter criterion tied to a potential function certifies convergence of difference inclusions, enabling discrete proofs for first-order optimization methods with diminishing steps.
Mathematical Programming , volume=
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CoCD converts stale gradients into stable descent directions through coherent coordinate updates equivalent to BCCD with warm starts, enabling O(1) queries per step plus implicit landscape smoothing from larger finite-difference steps.
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Convergence of difference inclusions via a diameter criterion
A diameter criterion tied to a potential function certifies convergence of difference inclusions, enabling discrete proofs for first-order optimization methods with diminishing steps.