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bpp (1209B)


      1 # BPP
      2 
      3 Class BPP: [algorithm_randomized] for [decision_problem] with [two_sided_error] can err in both directions with proba 1/4. The error probability can be made exponentially small by retrying
      4 
      5 it is not known if BPP is contained in [nptime]
      6 
      7 It is known that if [nptime] subseteq BPP then in fact [nptime] = [rp] : if you have an
      8 efficient algorithm for a NP problem that errs in both directions, then in fact
      9 you can remove errors on one side (uses [self_reducibility])
     10 
     11 [sipser_lautemann_theorem]: It is known that BPP is in [sigma2_cap_pi2]: https://en.wikipedia.org/wiki/Sipser%E2%80%93Lautemann_theorem
     12 - as BPP is closed under [complementation] it suffices to show that it is in [sigma2]
     13 
     14 Analogue [bpl] BPL with logarithmic space condition
     15 
     16 Corresponding notion of [algorithm] running in [ptime]: "[monte_carlo_algorithm] with bounded probability of two-sided error"
     17 
     18 Generalization [pp], with [two_sided_error] and there is no constant bound on how the probability differs in the case of a YES instance and of a NO instance https://en.wikipedia.org/wiki/PP_(complexity)
     19 - cf [isolated_cut_point]
     20 
     21 Up: [complexity_random]
     22 
     23 See also: [rp], [automaton_monte_carlo_two_sided], [monte_carlo_algorithm]