Biomedical Engineering Reference
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¼ X
u i þ X
n
m
o u h ð x I Þ
on
o u i ð x I Þ
on
ow i ð x I Þ
on z i
|{z}
0
¼ u ð x I Þ ; n u s
ð 4 : 128 Þ
i¼1
i¼1
Thus, with respect to a generic variable n, the first order partial derivatives of
interpolated field function can be determined by,
; n ¼ r ð x I Þ T
M 1
T
; n
u ð x I Þ T
w ð x I Þ T
p ð x I Þ T
ð 4 : 129 Þ
and considering Eq. ( 4.127 ),
M 1
T
; n ¼ r ð x I Þ T
; n M 1
M 1
T ; n
|{z}
0
ð 4 : 130 Þ
r ð x I Þ T
p ð x I Þ T
p ð x I Þ T
þ r ð x I Þ T
p ð x I Þ T
T
Equation ( 4.129 ) can be presented as,
n
o ¼ r ð x I Þ ; n
n
o M 1
T
u ð x I Þ ; n
w ð x I Þ ; n
p ð x I Þ ; n
ð 4 : 131 Þ
The first order partial derivative of the RBF vector with respect to the same
generic variable n is defined as,
n
o T
T ¼ o r 1 ð x I Þ
on
o r 2 ð x I Þ
on
o r n ð x I Þ
on
r ð x I Þ ; n ¼ r 1 ð x I Þ ; n
r 2 ð x I Þ ; n
... r n ð x I Þ ; n
ð 4 : 132 Þ
Being for the MQ-RBF,
p 1
o r i ð x I Þ
on
Þ d iI þ cd ð 2
¼ 2p n i n I
ð
ð 4 : 133 Þ
For the same generic variable n, the first order partial derivative of the poly-
nomial basis vector is obtained with,
n
o T
T ¼ o p 1 ð x I Þ
on
o p 2 ð x I Þ
on
o p n ð x I Þ
on
p ð x I Þ ; n ¼ p 1 ð x I Þ ; n
p 2 ð x I Þ ; n
... p m ð x I Þ ; n
ð 4 : 134 Þ
It is possible to obtain the second order partial derivative of the interpolated
field function, with respect to the generic variables n and g, with the following
expression,
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