Title :
In search of an easy witness: exponential time vs. probabilistic polynomial time
Author :
Impagliazzo, Russell ; Kabanets, Valentine ; Wigderson, Avi
Author_Institution :
Dept. of Comput. Sci., California Univ., San Diego, La Jolla, CA, USA
Abstract :
Restricting the search space {0, 1}n to the set of truth tables of “easy” Boolean functions on log n variables, as well as using some known hardness-randomness tradeoffs, we establish a number of results relating the complexity of exponential-time and probabilistic polynomial-time complexity classes. In particular, we show that NEXP⊂P/poly⇔NEXP=MA; this can be interpreted to say that no derandomization of MA (and, hence, of promise-BPP) is possible unless NEXP contains a hard Boolean function. We also prove several downward closure results for ZPP, RP, BPP, and MA; e.g., we show EXP=BPP⇔EE=BPE, where EE is the double-exponential time class and BPE is the exponential-time analogue of BPP
Keywords :
Boolean functions; computational complexity; search problems; complexity classes; derandomization; double-exponential time class; downward closure; easy Boolean functions; exponential time; hard Boolean function; hardness-randomness tradeoffs; probabilistic polynomial time; search space; truth tables; Algorithm design and analysis; Boolean functions; Circuit simulation; Complexity theory; Computer science; Concrete; Encoding; Polynomials;
Conference_Titel :
Computational Complexity, 16th Annual IEEE Conference on, 2001.
Conference_Location :
Chicago, IL
Print_ISBN :
0-7695-1053-1
DOI :
10.1109/CCC.2001.933865