Does randomness help? BPP versus P
Widely believed to be equal, and provably tied to circuit lower bounds nobody can prove.
Inferred from the community field; finer classification has not been reviewed.
Problem statement
Is ? That is, can every language decided by a probabilistic polynomial-time algorithm with bounded two-sided error be decided deterministically in polynomial time?
Lean 4
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Background
The expectation flipped in the 1990s. Impagliazzo and Wigderson (1997) showed that if some language in requires circuits of size , then . Derandomisation therefore reduces to a circuit lower bound, and hardness-versus-randomness became a two-way street: Kabanets and Impagliazzo showed derandomising polynomial identity testing implies circuit lower bounds.
Known partial results
- Known: (Sipser–Gács–Lautemann).
- Specific derandomisations succeeded: primality testing (Agrawal–Kayal–Saxena, 2002) and undirected connectivity in logspace (Reingold, 2005).
- Polynomial identity testing is the flagship remaining problem with a randomised algorithm and no deterministic one.
Recorded progress
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Discussion
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