Average Polynomial Time



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Average Polynomial Time

Levin [Lev86] started with the following definition to measure average time efficiency.

 

This definition is robust and machine independent. Also, if a function is an expected polynomial over distribution , then it is polynomial on -average. The reader is referred to [Gur89] [Gur91] [Ven91] [Wan96] for motivation and justification of this definition.

A problem is solvable in average polynomial time with respect to distribution if it can be solved by a deterministic algorithm whose running time is polynomial on -average. A problem with an associated probability distribution is called a distributional problem.



Jie Wang
Mon Feb 3 15:13:50 EST 1997