theoretical-computer-science / Algorithms; bit complexity of integer multiplication

The Schonhage-Strassen conjecture that n log n is optimal for integer multiplication on multitape Turing machines

Theorem 1.1: one fixed deterministic multitape Turing machine multiplies two nn-bit integers exactly in worst-case time O(n(lg⁡n)1−κ)O(n(\lg n)^{1-\kappa}) with κ=2−182\kappa=2^{-182}, for every nn, so T(n)/(nlg⁡n)→0T(n)/(n\lg n)\to0 and the nlog⁡nn\log n lower bound fails in this model. Corollaries: exact division and integer square root in the same time, and (with Harvey-van der Hoeven's reduction) transposition of k×kk\times k binary matrices in O(k2(lg⁡k)1−κ)O(k^2(\lg k)^{1-\kappa}). Not shown: any practical algorithm (constants are astronomically large), or anything about Boolean circuit size or other machine models; the true complexity of multiplication remains open.

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theoretical-computer-scienceSep 23, 2026Significance 48/100Registry: unreviewed

The Schonhage-Strassen conjecture that n log n is optimal for integer multiplication on multitape Turing machines

Prior state unknown→disproved

Theorem 1.1: one fixed deterministic multitape Turing machine multiplies two nn-bit integers exactly in worst-case time O(n(lg⁡n)1−κ)O(n(\lg n)^{1-\kappa}) with κ=2−182\kappa=2^{-182}, for every nn, so T(n)/(nlg⁡n)→0T(n)/(n\lg n)\to0 and the nlog⁡nn\log n lower bound fails in this model. Corollaries: exact division and integer square root in the same time, and (with Harvey-van der Hoeven's reduction) transposition of k×kk\times k binary matrices…

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Theorem 1.1: one fixed deterministic multitape Turing machine multiplies two nn-bit integers exactly in worst-case time O(n(lg⁡n)1−κ)O(n(\lg n)^{1-\kappa}) with κ=2−182\kappa=2^{-182}, for every nn, so T(n)/(nlg⁡n)→0T(n)/(n\lg n)\to0 and the nlog⁡nn\log n lower bound fails in this model. Corollaries: exact division and integer square root in the same time, and (with Harvey-van der Hoeven's reduction) transposition of k×kk\times k binary matrices in O(k2(lg⁡k)1−κ)O(k^2(\lg k)^{1-\kappa}). Not shown: any practical algorithm (constants are astronomically large), or anything about Boolean circuit size or other machine models; the true complexity of multiplication remains open.

Theorem 1.1: one fixed deterministic multitape Turing machine multiplies two nn-bit integers exactly in worst-case time O(n(lg⁡n)1−κ)O(n(\lg n)^{1-\kappa}) with κ=2−182\kappa=2^{-182}, for every nn, so T(n)/(nlg⁡n)→0T(n)/(n\lg n)\to0 and the nlog⁡nn\log n lower bound fails in this model. Corollaries: exact division and integer square root in the same time, and (with Harvey-van der Hoeven's reduction) transposition of k×kk\times k binary matrices in O(k2(lg⁡k)1−κ)O(k^2(\lg k)^{1-\kappa}). Not shown: any practical algorithm (constants are astronomically large), or anything about Boolean circuit size or other machine models; the true complexity of multiplication remains open.

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