Tuesday, 11 June 2013

linear algebra - Interpolating a Polynomial with a Subset of Interpolation Points



Consider we has a polynomial P=(xβ)g(x), where βZp, p is a large prime, and g(x) is a non-zero polynomial.




Here degree of P is fixed n. We evaluate P at (x1,...,xn+1). So we get (y1,...,yn+1) where P(xi)=yi.






Question: Given n pairs (x1,y1),...,(xn,yn) we interpolate a polynomial P of degree at most n1.What is the probability that P has root β too?



TBN: xiβ



edit: xixj and xiZp but xi's are not necessarily picked uniformly at random


Answer




Since P has degree n and P has degree n1 at most, PP has degree n, so it has n distincts roots at most. Since P(xi)=yi=P(xi) for i{1,,n}, P(β)P(β)=0, so P cannot have β has a root.


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