Nesterov: an accelerated method for smooth convex optimization

What changed

A faster first-order rate became constructive for smooth convex objectives.

Scientific scope

Exact 1983 paper; later estimate sequences, strongly convex variants and FISTA separate.

Evidence

The linked sources identify this contribution and its scope. WRS has not independently reconstructed the scientific claims. The record is the exact 1983 Doklady paper. Earlier gradient methods, later estimate-sequence formulations, strongly convex variants, FISTA and modern momentum heuristics remain separate.

Contributors

• Yurii E. Nesterov · SCIENCE: Named source author of the scoped work; individual effort shares are not measured.

• MathNet record for Nesterov accelerated convex method
• English copy of Nesterov 1983 paper

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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