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A<br />

T<br />

⎛ f<br />

⎜<br />

⎜ f<br />

=<br />

⎜<br />

.<br />

⎜<br />

⎜.<br />

⎜<br />

⎝ f<br />

( x1<br />

) f<br />

2<br />

( x2<br />

)...<br />

f1( xk<br />

)<br />

( x ) f ( x )...<br />

f ( x )<br />

1<br />

2<br />

n<br />

1<br />

2<br />

2<br />

( x ) ( ) ( ) ⎟⎟⎟⎟⎟⎟ 1<br />

f<br />

n<br />

x2<br />

... f<br />

n<br />

xk<br />

⎠<br />

2<br />

k<br />

⎞<br />

Observa-se que multiplicando A T x A, t<strong>em</strong>os a matriz M anterior:<br />

A<br />

T<br />

k<br />

k<br />

k<br />

⎛<br />

⎜∑<br />

f1<br />

f1<br />

i ∑ 1 2 i ∑<br />

⎜ i<br />

i<br />

i<br />

⎜ k<br />

k<br />

k<br />

⎜∑ f<br />

2<br />

f1<br />

i ∑ 2 2 i ∑<br />

⎜ i<br />

i<br />

i<br />

× A = ⎜.<br />

⎜<br />

⎜.<br />

⎜ k<br />

k<br />

k<br />

⎜∑ f<br />

n<br />

f1<br />

i ∑ 2 n i ∑<br />

⎜ i<br />

i<br />

i<br />

⎜<br />

⎝<br />

( x ) f f ( x )...<br />

f f ( x )<br />

( x ) f f ( x )...<br />

f f ( x )<br />

( x ) f f ( x )...<br />

f f ( x )<br />

1<br />

2<br />

n<br />

n<br />

n<br />

n<br />

i<br />

i<br />

i<br />

⎞<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎟ = M<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎠<br />

Observamos também que se multiplicarmos A T x Y , t<strong>em</strong>os o vetor V:<br />

A<br />

T<br />

× Y<br />

⎛ f<br />

⎜<br />

⎜ f<br />

=<br />

⎜<br />

.<br />

⎜<br />

⎜.<br />

⎜<br />

⎝ f<br />

1<br />

2<br />

n<br />

( x1<br />

) f1( x2<br />

)...<br />

f1( xk<br />

)<br />

( x ) f ( x )...<br />

f ( x )<br />

1<br />

( x ) f ( x )...<br />

f ( x )<br />

1<br />

2<br />

n<br />

2<br />

2<br />

2<br />

n<br />

k<br />

k<br />

⎞ ⎛Y<br />

⎟ ⎜<br />

⎟ ⎜Y<br />

⎟<br />

×<br />

⎜<br />

.<br />

⎟ ⎜<br />

⎟ ⎜.<br />

⎟ ⎜<br />

⎠ ⎝Y<br />

1<br />

2<br />

k<br />

⎛<br />

⎜<br />

⎞<br />

⎟ ⎜<br />

⎟ ⎜<br />

⎟ ⎜<br />

=<br />

⎟ ⎜<br />

⎟ ⎜.<br />

⎟ ⎜<br />

⎠ ⎜<br />

⎜<br />

⎝<br />

i<br />

∑<br />

i<br />

k<br />

∑<br />

i<br />

k<br />

∑<br />

i<br />

Y<br />

Y<br />

Y<br />

i<br />

i<br />

i<br />

f<br />

f<br />

f<br />

1<br />

2<br />

n<br />

( x )<br />

i<br />

( x )<br />

i<br />

( x )<br />

i<br />

⎞<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎟ = V<br />

⎟<br />

⎟<br />

⎟<br />

⎟<br />

⎠<br />

246

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