Biomedical Engineering Reference
In-Depth Information
U
W
[ U
G
[ U
B
U
i
¼
U
ð
p
i
;
1
Þ
i
¼
1
;
2
;
3
ð
3
:
371
Þ
3.2-Determination of the coordinates of centroid m of all function values
except for the best in R
2
(
3.372
), and generally in R
n
(
3.373
).
m
¼
1
2
ð
p
G
p
B
Þþ
p
B
¼
1
2
ð
p
G
þ
p
B
Þ
¼
p
1 G
;
1
þ
p
1 B
;
1
2
ð
3
:
372
Þ
h
i
T
p
2 G
;
1
þ
p
2 B
;
1
2
In n-dimensions:
X
n
m
¼
1
n
p
i
with
p
i
6¼
p
W
:
ð
3
:
373
Þ
i
¼
1
3.3-Construction of vertex r by reflection of the triangle Dp
B
p
W
p
G
through the
side p
B
p
G
. The potentially new triangle is Dp
B
p
G
r.
r
¼
p
W
þ
2
ð
m
p
W
Þ
¼ð
p
G
þ
p
B
Þ
p
W
¼½
p
1 G
;
1
þ
p
1 B
;
1
p
1 W
;
1
ð
3
:
374
Þ
p
2 G
;
1
þ
p
2 B
;
1
p
2 W
;
1
T
Objective function evaluation at vertex r.
Case distinction
If U
ð
r
Þ
\U
ð
p
B
Þ
go to step 5 otherwise proceed with step 4.
4. Step: Test if value of U
ð
r
Þ
is smaller than the function values at all other
vertices.
Case distinction
(i)
If U
ð
r
Þ
U
ð
p
i
;
1
Þ
for one single vector p
i
;
1
with
ð
i
¼
1
;
...
;
n
Þ
go to step
6
(ii)
If U
ð
r
Þ
!
U
ð
p
i
;
1
Þ
for all p
i
;
1
with
ð
i
¼
1
;
...
;
n
Þ
go to step 7
(iii) If U
ð
r
Þ
U
ð
p
i
;
1
Þ
for
with
ð
i
¼
1
;
...
;
n
Þ
more
than
one
vector
p
i
;
1
replace p
W
with r and go to step 9
5. Step: Expansion of the simplex Dp
B
p
G
r to generate the potentially new tri-
angle Dp
B
p
G
e (cf. Fig.
3.27
b
) by
determination of the
coor
dinates of point
e through shifting of r along mr about the distance of p
W
m.
e
¼
p
W
þ
3
ð
m
p
W
Þ
¼
3
2
ð
p
G
þ
p
B
Þ
2p
W
¼
2r
m
ð
3
:
375
Þ