Uniqueness of cubic interpolating polynomial

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Discussion Overview

The discussion revolves around the uniqueness of a cubic interpolating polynomial defined by specific values and derivatives at two points, specifically p(0), p'(0), p(1), and p'(1). Participants explore the conditions under which such a polynomial exists and is unique, delving into numerical analysis concepts.

Discussion Character

  • Technical explanation, Conceptual clarification, Debate/contested

Main Points Raised

  • One participant states the problem of proving that given four real numbers, there exists a unique cubic polynomial p such that p(0) = p00, p'(0) = p01, p(1) = p10, and p'(1) = p11.
  • Another participant outlines the general form of a cubic polynomial and derives equations based on the conditions provided, suggesting that the uniqueness follows from the independence of these equations.
  • A later reply references the Fundamental Theorem of Linear Algebra, questioning whether the independence of the equations implies the uniqueness of the polynomial coefficients.
  • Another participant introduces an equivalent problem regarding the zero polynomial, suggesting that if two solutions exist, their difference must satisfy specific conditions.

Areas of Agreement / Disagreement

Participants generally agree on the existence of a unique cubic polynomial under the specified conditions, but the discussion includes varying interpretations of the implications of the equations derived and the conditions for uniqueness.

Contextual Notes

The discussion does not resolve the independence of the equations or the implications of the Fundamental Theorem of Linear Algebra in this context. There is also no consensus on the equivalence of the zero polynomial condition to the original problem.

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This is a numerical analysis question, and I am trying to prove that the p(0), p'(0), p(1), p'(1) define a unique cubic polynomial, p. More precisely, given four real numbers, p00, p01, p10, p11, there is one and only one polynomial, p, of degree at most 3 such that p(0) = p00, p'(0) = p01, p(1) = p10, p'(1) = p11.

I looked in a lot of numerical analysis textbooks, but the closest proof I can find proves the following: Given n+1 distinct points x0,..., xn and n + 1 values y0, ..., yn, there exists a unique polynomial p of degree of most n with the property that p(xj) = yj, for j = 0,..., n.

For my problem I have no idea what I should do with p(0), p'(0), p(1), p'(1), the values and derivatives of p at 0 and 1. Thanks.
 
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You know that a general cubic is P(x)= ax3+ bx2+ cx+ d.

That is the cubic is determined by the 4 numbers, a, b, c, d.
Of course, P'(x)= 3ax2+ 2bx+ c so

P(0)= d= the given p(0)
P'(0)= c= the given p'(0)
P(1)= a+ b+ c + d= the given p(1)
P'(1)= 3a+ 2b+ c= the given p'(1)

That is four equations in four unknowns. As long at the equations are independent (the determinant of the coefficients on the left side is not 0), a, b, c, d are unique.
 
Ok that makes sense. So I guess what you are using is the Fundamental Theorem of Linear Algebra -- determinant of the coefficients is not 0 iff the coefficients of the polynomial are unique? Thanks for your help.
 
An equivalent problem would be to show that the constraint:

f(0) = 0
f(1) = 0
f'(0) = 0
f'(1) = 0

is satisfied only by the zero polynomial. (Note that if p and q are both solutions to your problem, (p-q) is a solution to this one)
 
Ok thanks. :)
 

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