Minimizing the length of the residual vector r = b – Ax is equivalent of mini- mizing the quadratic form Q(x) = r"r = (b – Ax)"(b – Ax) = b"b – 2x"A™b+x"ATAx. Recall yourself how to calculate the derivative of a vector-valued function F(x) with respect to a vector x. Try to find out the expression of x by differentiating the equation above.

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter7: Analytic Trigonometry
Section7.6: The Inverse Trigonometric Functions
Problem 91E
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Problem 3
Minimizing the length of the residual vector r = b – Ax is equivalent of mini-
mizing the quadratic form
Q(x) = r'r = (b – Ax)" (b – Ax) = b"b – 2x"A'b+x"A"Ax.
Recall yourself how to calculate the derivative of a vector-valued function F(x)
with respect to a vector x. Try to find out the expression of x by differentiating
the equation above.
Transcribed Image Text:Problem 3 Minimizing the length of the residual vector r = b – Ax is equivalent of mini- mizing the quadratic form Q(x) = r'r = (b – Ax)" (b – Ax) = b"b – 2x"A'b+x"A"Ax. Recall yourself how to calculate the derivative of a vector-valued function F(x) with respect to a vector x. Try to find out the expression of x by differentiating the equation above.
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