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categoryرياضيات
schoolبكالوريوس
event_available2026-07-14
السؤال
Transcribed Image Text:
(a) Using an orthogonal polynomial basis, find the best least squares polynomial approxi-
mations, 92(t) of degree at most 2 and 93(t) of degree at most 3, to f (t) = e-³t over the
interval [0,3].
Exercises
381
[Hint: For a polynomial p(x) of degree n and a scalar a > 0 we have fe¯ax p(x)dx =
a
ax
'n
(Σ"; =0 (2)(x))), where p()(x) is the jth derivative of p(x). Alternatively, just use
numerical quadrature, e.g., the MATLAB function quad.]
(b) Plot the error functions f(t) - 92(t) and f(t) - 93(t) on the same graph on the interval
[0,3]. Compare the errors of the two approximating polynomials. In the least squares
sense, which polynomial provides the better approximation?
[Hint: In each case you may compute the norm of the error, (for (f(t) - qn(t))² dt) 1/2,
using the MATLAB function quad.]
(c) Without any computation, prove that 93(t) generally provides a least squares fit, which
is never worse than with 92(t).
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