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Thus, the team hierarchy is contained in the probabilistic hierarchy. However, it turns out that the probabilistic hierarchy is no finer than the team hierarchy. To see this, let 0212-001.gif . Clearly, 0212-002.gif. Now, by Theorem 9.24, 0212-003.gif. But, Corollary 9.27 implies that 0212-004.gif. Thus, 0212-005.gif. We have essentially shown the following corollary, which says that the probabilistic hierarchy is exactly the same as the team hierarchy.
9.29 Corollary (Pitt [149, 150]) For each 0212-006.gif and each 0212-007.gif, 0212-008.gif.
§9.5 0212-009.gif
Corollary 9.29 can be used to characterize generalized team identification paradigms in which more than one member of the team is required to be successful. To make this clear we rely on the following definition.
9.30 Definition For each 0212-010.gif, let 0212-011.gif, where 0212-012.gif is such that 0212-013.gif.
It is easy to verify that for 0212-014.gif, 0212-015.gif. The next result is simply a restatement of Corollary 9.29 using this notion.
9.31 Corollary (Pitt and Smith [151]) For each 0212-016.gif, we have 0212-017.gif.
The following result says that all collections of functions that can be identified by a team of n scientists with the requirement that at least m out of n are successful can also be identified by a single probabilistic scientist with probability 0212-018.gif.
9.32 Proposition (Pitt and Smith [151]) Suppose 0212-019.gif and 0212-020.gif. Then, 0212-021.gif.
Proof: Let 0212-022.gif. Let M1, M2, . . . , Mn be (deterministic) scientists witnessing 0212-023.gif. Let P be a probabilistic scientist equipped with an n-sided coin. The behavior of P can be described thus: P, before receiving any input, flips its n-sided coin and obtains a number 0212-024.gif, P then simulates the deterministic scientist Mi+l. Clearly, for each 0212-025.gif, 0212-026.gif. Hence, 0212-027.gif.

 
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