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Valiant's Hypothesis
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Posed by Leslie Valiant · 1979 · algorithms / linear algebra · ~1 min read
· difficulty 5/5
complexity-theory
The problem
Valiant's hypothesis: the permanent of an \(n \times n\) matrix requires arithmetic circuits of superpolynomial size — equivalently, \(\mathrm{VP} \neq \mathrm{VNP}\). (The permanent is complete for \(\mathrm{VNP}\) under p-projections, so this is the algebraic analogue of \(\mathrm{P} \neq \mathrm{NP}\).)
History & significance
Valiant posed it in 1979, creating algebraic complexity theory around the question: the permanent is complete for \(\mathrm{VNP}\), so superpolynomial lower bounds for it would separate the classes. Bürgisser and others extended the programme (e.g. Mulmuley's geometric complexity theory), but no superpolynomial lower bound for any explicit polynomial family is known — the algebraic analogue of P vs NP is, if anything, further from resolution than the original.
Connected problems
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References
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