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Old 09-08-2013, 12:47 PM
GB449 GB449 is offline
Join Date: Aug 2013
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Default *ANSWER* Quesiton 5

Is the following solution also correct?

(iii) cannot be a growth function. For N=1, the formula gives the growth function = 1. This means that the max number of dichotomies for a single point x, is 1 which implies for a given point x, the number of dichotomies is 1 which means h(x) is the same for all h. Now take any two points, x & y, (h(x), h(y)) will be the same for all h (because h(x) is the same for all h and h(y) is the same for all h). The number of dichotomies for a given x & y is therefore 1 so the max number of dichotomies as we vary x & y over X is also 1. But substituting N=2 in the formula gives 2.

If the above is true, the same logic can be applied to prove (iv) also cannot be a growth function.
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homework 3, homework3, lecture5

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