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Wilkinson's polynomial
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==The effect of the basis== The expansion <math display="block">p(x) = \sum_{i=0}^n c_i x^i</math> expresses the polynomial in a particular [[basis (linear algebra)|basis]], namely that of the [[monomial]]s. If the polynomial is expressed in another basis, then the problem of finding its roots may cease to be ill-conditioned. For example, in a [[Lagrange polynomial|Lagrange form]], a small change in one (or several) coefficients need not change the roots too much. Indeed, the basis polynomials for interpolation at the points 0, 1, 2, ..., 20 are <math display="block"> \ell_k(x) = \prod_{i = 0,\ldots,20 \atop i \neq k} \frac{x - i}{k - i}, \qquad\text{for}\quad k=0,\ldots,20. </math> Every polynomial (of degree 20 or less) can be expressed in this basis: <math display="block"> p(x) = \sum_{i=0}^{20} d_i \ell_i(x). </math> For Wilkinson's polynomial, we find <math display="block"> w(x) = (20!) \ell_0(x) = \sum_{i=0}^{20} d_i \ell_i(x) \quad\text{with}\quad d_0=(20!) ,\, d_1=d_2= \cdots =d_{20}=0. </math> Given the definition of the Lagrange basis polynomial {{math|β<sub>0</sub>(''x'')}}, a change in the coefficient {{math|''d''<sub>0</sub>}} will produce no change in the roots of {{math|''w''}}. However, a perturbation in the other coefficients (all equal to zero) will slightly change the roots. Therefore, Wilkinson's polynomial is well-conditioned in this basis.
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