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Joseph-Louis Lagrange

18th-century Italian-French mathematician (1736–1813) whose calculus of variations — reformulating mechanics as the extremization of an integral quantity over a trajectory — became the classical-mechanics groundwork for later optimization theory.

Matters to this vault as the mathematical ancestor two independent control-theory historians (Stuart Bennett, Frank L. Lewis) name, separately and explicitly, as the actual root of 1950s–60s optimal control theory — displacing the vault's own earlier, unconfirmed hypothesis that Bell Labs classical control theory (Nyquist, Bode) fed directly into that lineage. Lagrange multipliers are the mechanism Pontryagin's maximum principle and Bryson's adjoint methods both extend.

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