Begin2.DVI

(Ben Green) #1
7-46. Show that (A×B)·(C×D) =

∣∣
∣∣A·C A·D
B·C B·D

∣∣
∣∣

7-47. Let F =F(x, y, z) and G=G(x, y, z ) denote continuous functions which are

everywhere differentiable. Show that

(a) ∇(F+G) = ∇F+∇G (b) ∇(F G ) = F∇G+G∇F (c) ∇

(
F
G

)
=G∇F−F∇G
G^2

7-48. (Least-squares)


(a) Assume that (x 1 , y 1 ),(x 2 , y 2 ),... ,(xi, yi),... , (xN, yN) are N known distinct data

points that are plotted in the x, y plane along with a sketch of the straight

line

y=αx +β

where αand β are constants to be determined. The situation is illustrated in

figure 7-28.

Figure 7-28. Linear least-squares fit.

Each data point (xi, yi) has associated with it an error Ei which is defined as the

difference between the y value of the line and the y value of the data point. For

example, the error associated with the data point (xi, yi)can be written

Ei=Ei(α, β ) =

{

yof line

}

{

yof data point

}

Ei=Ei(α, β ) = (αx i+β)−yi.
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