T
E
L
K
O
MN
I
K
A
T
el
eco
m
m
u
n
i
ca
t
i
o
n
,
C
o
m
p
u
t
i
n
g
,
E
l
ect
ro
n
i
cs
a
n
d
C
o
n
t
ro
l
Vo
l
.
1
9
, N
o
.
5
,
O
ct
o
b
er
202
1
, p
p
.
1529
~
1534
I
S
S
N
:
1693
-
6930,
a
c
c
r
e
di
t
e
d F
i
r
s
t
G
r
a
de
by K
e
m
e
nr
i
s
t
e
kdi
kt
i
,
D
e
c
r
e
e
N
o:
21/
E
/
K
P
T
/
2018
D
O
I
:
10.
12928/
T
E
L
K
O
M
N
I
K
A
.
v1
9
i
5
.
20295
1529
Jou
r
n
al
h
om
e
page
:
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j
our
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.
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T
E
L
K
O
M
N
I
K
A
A
n
al
ys
i
s
of
F
A
M
i
n s
a
t
i
s
f
a
c
t
i
o
n o
f
i
n
pa
t
i
e
nt
s
erv
i
c
es
M
uha
m
m
a
d
Sa
bi
r
R
a
m
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dha
n
1
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N
i
z
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ar
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i
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u
s
2
,
R
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f
di
na
l
3
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rs
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4
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s
ug
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n
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, E
r
i
k
a
F
a
h
m
i
Gin
t
in
g
8
,
M
a
s
y
uni
H
u
t
a
s
uhut
9
1
F
a
c
ul
ty
of
En
gi
ne
e
r
i
ng
,
A
sa
ha
n
Un
ive
r
si
ty,
K
isa
r
a
n,
I
n
don
e
s
ia
2,
3
F
a
c
u
lt
y of
E
ng
ine
e
r
in
g
,
Un
ive
r
si
ta
s Ne
ge
r
i P
a
da
n
g,
P
a
d
a
n
g
,
I
nd
one
sia
4,
5,
6
,8
,9
I
nf
or
m
a
ti
on of
S
ys
te
m
,
S
TM
I
K Tr
ig
una
Dha
r
m
a
,
M
e
d
a
n
,
I
nd
on
e
si
a
7
F
a
c
ul
ty of
En
gi
ne
e
r
i
ng a
n
d C
om
pu
te
r
S
c
ie
nc
e
,
D
ha
r
m
a
wa
n
gsa
U
ni
ve
r
s
it
y
,
M
e
d
a
n
,
I
nd
on
e
si
a
A
rt
i
cl
e I
n
f
o
AB
S
T
RACT
A
r
tic
le
h
is
to
r
y
:
R
ecei
v
ed
M
a
r
12,
2021
R
ev
i
s
ed
J
un 14,
2021
A
ccep
t
ed
J
un 28,
2021
P
a
tie
nt
s a
r
e
t
he
m
a
in
ob
je
c
t
w
ho m
us
t
ge
t
the
be
st
se
r
v
ic
e
a
t a
ho
sp
ita
l,
be
c
a
use
the
q
ua
l
it
y of
ho
sp
ita
l se
r
vic
e
s de
te
r
m
ine
s the
r
e
c
ove
r
y
of
a
pa
tie
n
t a
n
d the
qua
li
ty
of
t
he
ho
sp
ita
l.
T
he
q
ua
l
it
y
of
h
os
pi
ta
l
se
r
vic
e
s
ha
s
tw
o c
om
po
ne
n
ts,
na
m
e
l
y the
f
ulf
il
l
m
e
n
t of
pr
e
de
te
r
m
ine
d qua
li
ty st
a
n
da
r
ds a
nd t
he
f
ulf
i
llm
e
nt
of
pa
t
ie
nt sa
ti
sf
a
c
ti
on.
H
os
pi
ta
l
s m
u
st
pr
o
vi
de
se
r
vic
e
s
tha
t f
oc
us o
n pa
tie
nt
sa
t
isf
a
c
ti
on.
I
m
pr
ov
in
g
t
he
q
ua
l
it
y
of
he
a
l
th
se
r
v
ic
e
s
c
a
n be
sta
r
te
d
by
e
va
l
ua
t
in
g e
a
c
h e
le
m
e
nt t
ha
t pla
ys a
r
ole
in
s
ha
p
in
g pa
t
ie
n
t sa
ti
sf
a
c
t
io
n.
The
a
pp
lic
a
ti
on
of
e
va
lua
ti
on m
e
a
sur
e
s t
o pa
tie
nt
c
a
r
e
i
n e
a
c
h
ho
sp
ita
l i
s ne
e
de
d a
s
a
n inc
r
e
a
se
i
n t
he
q
ua
l
it
y of
se
r
vic
e
to
pa
t
ie
n
ts.
T
he
a
na
l
ys
is of
the
f
uz
z
y
a
ss
oc
ia
te
m
e
m
or
y m
e
th
od
ha
s t
he
c
l
ose
ne
s
s of
h
um
a
n r
e
a
so
ni
ng
to
g
e
t
sol
ut
io
ns
to va
r
io
us pr
ob
le
m
s s
o tha
t t
he
y a
r
e
e
a
sy t
o a
ppl
y a
n
d un
de
r
s
ta
n
d.
Uti
li
z
a
t
io
n of
de
c
is
io
n su
pp
or
t sy
ste
m
(D
S
S
)
a
na
l
ys
is
wit
h f
uz
z
y a
s
soc
ia
te
m
e
m
or
y m
e
t
ho
d c
a
n be
use
d a
s a
n e
va
lua
ti
on of
th
e
pe
r
c
e
pt
io
n of
e
a
c
h
c
on
sum
e
r
c
om
pla
in
t
t
o
m
e
a
sur
e
the
le
ve
l
of
pa
tie
nt sa
ti
s
f
a
c
ti
on.
Ke
y
wo
r
d
s
:
D
SS
F
AM
P
a
tie
n
t s
a
tis
f
a
c
tio
n
T
his
is
a
n
o
pe
n
ac
c
e
s
s
ar
tic
le
u
nde
r
the
CC
B
Y
-
SA
lic
e
n
se
.
C
or
r
e
s
pon
di
n
g A
u
t
h
or
:
M
uha
m
m
a
d S
a
bi
r
R
a
m
dha
n
F
a
c
ul
t
y
of
E
ngi
ne
e
r
i
ng
A
s
a
ha
n U
ni
ve
r
s
i
t
y
J
e
nd.
A
hm
a
d Y
a
ni
S
t.
,
K
i
s
ar
an
N
ag
a,
K
i
s
ar
an
,
I
n
d
o
n
es
i
a
E
ma
il:
r
am
as
ab
i
r
@
g
m
ai
l
.
co
m
1.
I
NT
RO
DUC
T
I
O
N
T
he
hos
pi
t
a
l
i
s
a
pl
a
c
e
f
or
pr
ovi
di
ng
he
a
l
t
h s
e
r
vi
c
e
s
pr
ovi
de
d by
doc
t
or
s
[
1]
,
nur
s
e
s
a
nd o
t
he
r
he
a
l
t
h
pr
of
e
s
s
i
ona
l
s
.
A
nd t
he
qua
l
i
t
y
of
hos
pi
t
a
l
s
e
r
va
nt
s
ha
s
t
w
o
c
om
pone
nt
s
,
na
m
e
l
y
f
ul
f
i
l
l
m
e
nt
o
f
pr
e
de
t
e
r
m
i
ne
d
qua
l
i
t
y s
t
a
nda
r
ds
a
nd
f
ul
f
i
l
l
m
e
nt
of
c
us
t
om
e
r
s
a
t
i
s
f
a
c
t
i
on
[
2]
.
H
os
pi
t
a
l
s
m
us
t
pr
ovi
de
s
e
r
vi
c
e
s
t
ha
t
f
oc
us
on
c
us
t
om
e
r
s
a
t
i
s
f
a
c
t
i
on s
o t
ha
t
he
a
l
t
h
s
e
r
vi
c
e
s
ha
ve
a
ve
r
y
i
m
por
t
a
nt
r
ol
e
f
o
r
e
ve
r
y
vi
s
i
t
or
w
ho c
om
e
s
t
o t
he
hos
pi
t
a
l
[
3]
.
I
m
p
r
o
v
i
n
g
t
h
e
q
u
al
i
t
y
o
f
h
eal
t
h
car
e
s
er
v
i
ces
can
b
e s
t
ar
t
ed
b
y
ev
al
u
at
i
n
g
ev
er
y
el
em
en
t
t
h
at
p
l
ay
s
a
r
ol
e
i
n s
ha
pi
ng pa
t
i
e
nt
s
a
t
i
s
f
a
c
t
i
on,
s
o t
ha
t
t
he
he
a
l
t
h c
a
r
e
s
ys
t
e
m
c
a
n be
i
m
pr
ove
d t
hr
ough c
l
i
ni
c
a
l
c
ha
nne
l
s
,
s
er
v
i
ces
,
i
n
cl
u
d
i
n
g pa
t
i
e
nt
pe
r
s
pe
c
t
i
ve
s
s
uc
h a
s
s
om
e
of
t
he
he
a
l
t
h s
e
r
vi
c
e
s
t
he
y ne
e
d.
T
he
qua
l
i
t
y
of
t
hi
s
s
e
r
vi
c
e
i
n t
he
e
nd c
a
n pr
ovi
de
s
e
ve
r
a
l
be
ne
f
i
t
s
,
i
nc
l
udi
ng e
s
t
a
bl
i
s
hi
ng a
ha
r
m
oni
ous
r
e
l
a
t
i
ons
hi
p be
t
w
e
e
n t
he
pr
ovi
s
i
on
of
goods
a
nd s
e
r
vi
c
e
s
w
i
t
h pa
t
i
e
nt
s
,
p
r
ovi
di
ng
a
good ba
s
i
s
f
or
t
he
c
r
e
a
t
i
on
of
pa
t
i
e
nt
l
oya
l
t
y a
nd
f
or
m
i
ng
r
e
c
om
m
e
nda
t
i
ons
f
r
om
qua
l
i
t
y t
o qua
l
i
t
y t
ha
t
a
r
e
f
a
vor
a
bl
e
f
or
t
he
p
r
ovi
s
i
on of
t
he
s
e
s
e
r
vi
c
e
s
.
I
n
de
c
i
s
i
on
s
uppor
t
s
ys
t
e
m
s
t
he
r
e
a
r
e
s
e
ve
r
a
l
m
e
t
hods
u
s
e
d t
o s
ol
ve
a
pr
obl
e
m
,
one
of
w
hi
c
h us
e
s
a
c
om
put
a
t
i
ona
l
m
e
t
hod.
O
ne
of
t
he
c
om
put
a
t
i
ona
l
m
e
t
hods
t
ha
t
a
r
e
qui
t
e
de
ve
l
ope
d a
t
t
hi
s
t
i
m
e
i
s
a
n
i
nt
e
l
l
i
ge
nt
s
ys
t
e
m
.
I
n
i
nf
o
r
m
a
t
i
on
t
e
c
hnol
ogy,
i
nt
e
l
l
i
ge
nt
s
ys
t
e
m
s
c
a
n a
l
s
o b
e
us
e
d t
o
m
a
ke
pr
e
di
c
t
i
ons
.
O
ne
of
t
he
m
e
t
hods
i
n i
nt
e
l
l
i
ge
nt
s
ys
t
e
m
s
t
h
at
can
be
us
e
d t
o
m
a
ke
pr
e
di
c
t
i
ons
i
s
us
i
ng
f
uz
z
y l
ogi
c
[
4]
.
U
tiliz
a
tio
n
o
f
f
u
zzy
l
ogi
c
c
a
n be
us
e
d a
s
a
d
eci
s
i
o
n
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SSN
:
1693
-
6930
T
E
L
KOM
NI
KA
T
el
eco
m
m
u
n
C
om
put
E
l
C
ont
r
o
l
,
Vo
l
.
1
9
, N
o
.
5
,
O
ct
o
b
er
2021
:
1529
-
1534
1530
s
uppor
t
s
ys
t
e
m
(
D
SS)
t
o
de
t
e
r
m
i
ne
t
he
l
e
ve
l
of
s
e
r
vi
c
e
s
a
t
i
s
f
a
c
t
i
on t
ha
t
i
s
a
pr
obl
e
m
by us
i
ng
t
he
f
u
zzy
as
s
o
ci
at
i
v
e m
em
o
r
y
(F
A
M
)
m
e
t
hod.
D
eci
s
i
o
n
s
uppor
t
s
ys
t
e
m
s
ar
e co
m
p
u
t
er
-
b
as
ed
s
y
s
t
em
s
t
h
at
ar
e u
s
ed
t
o
m
a
ke
de
c
i
s
i
ons
i
n a
n or
ga
ni
z
a
t
i
on,
a
ge
nc
y or
c
om
pa
ny
[
5]
,
[
6]
.
S
o
th
a
t th
e
F
AM
m
e
t
hod
i
s
one
of
t
he
a
l
gor
i
t
hm
s
t
ha
t
ha
ve
f
uz
z
y l
ogi
c
s
o t
ha
t
t
hi
s
m
e
t
ho
d c
a
n m
a
ke
f
l
e
xi
bl
e
de
c
i
s
i
ons
[
7]
,
[
8]
.
F
u
zzy
s
y
s
t
em
s
h
av
e
t
he
c
l
os
e
ne
s
s
of
hum
a
n
r
e
a
s
oni
ng
[
9]
,
[
10]
,
s
o t
ha
t
t
he
s
ol
ut
i
ons
obt
a
i
ne
d a
r
e
e
a
s
y t
o a
ppl
y a
nd unde
r
s
t
a
nd.
B
y
u
tiliz
i
ng t
he
f
uz
z
y
s
ys
t
e
m
,
i
t
c
a
n be
us
e
d a
s
a
n
e
va
l
ua
t
i
on of
t
he
pe
r
c
e
pt
i
on
of
e
a
c
h c
ons
um
e
r
's
c
om
pl
a
i
nt
w
hi
c
h
c
a
n
me
a
s
u
r
e
th
e
le
v
e
l o
f
s
a
tis
f
a
c
tio
n
w
ith
th
e
p
a
tie
n
t.
2.
RE
S
E
ARCH
M
ETH
O
D
S
2.
1
.
DS
S
D
SS
i
s
a
l
s
o a
c
om
put
e
r
-
ba
s
e
d i
nf
or
m
a
t
i
on
s
ys
t
e
m
t
ha
t
p
r
oduc
e
s
va
r
i
ous
a
l
t
e
r
na
t
i
ve
de
c
i
s
i
ons
t
ha
t
as
s
i
s
t
m
an
ag
em
en
t
in
de
a
l
i
ng w
i
t
h
s
t
r
uc
t
ur
e
d
or
uns
t
r
uc
t
ur
e
d
pr
obl
e
m
s
us
i
ng
da
t
a
o
r
m
ode
l
s
[
11
]
,
[
12]
.
D
e
c
i
s
i
on s
uppor
t
s
ys
t
e
m
s
a
r
e
us
ua
l
l
y bui
l
t
t
o s
uppor
t
a
s
ol
ut
i
on
t
o a
p
r
obl
e
m
or
t
o e
va
l
ua
t
e
a
n oppo
r
t
un
ity
[
13]
.
D
eci
s
i
o
n
s
uppor
t
sy
st
e
m
i
s
a
n i
nt
e
r
a
c
t
i
ve
i
nf
o
r
m
a
t
i
on s
ys
t
e
m
us
e
d t
o pr
ovi
d
e
i
n
f
or
m
a
t
i
on
,
m
ode
l
i
ng
,
a
nd da
t
a
pr
oc
e
s
s
i
ng
[
14]
.
T
h
i
s
s
ys
t
e
m
f
unc
t
i
ons
i
n m
a
ki
ng
d
e
c
i
s
i
ons
i
n bot
h s
e
m
i
s
t
r
uc
t
ur
e
d a
nd uns
t
r
uc
t
ur
e
d s
i
t
ua
t
i
ons
.
D
eci
s
i
o
n
s
uppor
t
s
ys
t
e
m
s
a
r
e
s
ys
t
e
m
s
t
ha
t
he
l
p m
a
ke
de
c
i
s
i
ons
us
i
ng da
t
a
a
nd m
ode
l
s
[
15]
.
A
s
y
s
t
em
t
h
at
can
s
ol
ve
pr
o
b
le
ms
.
2.
2.
F
AM
F
A
M
w
hi
c
h w
a
s
f
i
r
s
t
publ
i
s
he
d by B
a
r
t
K
os
ko
[
9]
,
[
16]
.
S
o
th
a
t
F
A
M
i
s
a f
u
zzy
s
y
s
t
em
t
h
at
m
ap
s
one
f
uz
z
y s
e
t
t
o a
not
he
r
[
17]
,
[
1
8]
.
S
i
mp
le
F
A
M
w
ill ma
p
a
f
u
z
z
y
r
u
le
o
r
s
e
t o
f
p
a
ir
s
(
A
i
,
B
j)
th
a
t c
o
n
n
e
c
ts
th
e
f
u
zz
y
s
e
t B
j to
f
u
zzy
Ai
,
[
19]
.
T
hus
,
a
F
A
M
s
ys
t
e
m
c
a
n c
ons
i
s
t
of
s
e
ve
r
a
l
d
i
f
f
er
en
t
F
A
M
s
et
s
[
14]
,
[
20]
.
T
h
e
F
A
M
a
lg
o
r
ith
m
is
[
8]
,
[
2
1]
:
−
E
nc
ode
s
i
nput
a
nd out
put
i
nt
o
a
F
A
M
m
a
t
r
i
x
{(
A
i
,
B
i
)
|
0 <
=
i
<
m
} w
he
r
e
m
i
s
t
he
a
m
ount
o
f
da
t
a
.
−
C
a
lc
u
la
tin
g
th
e
a
u
to
-
a
s
s
oc
i
a
t
i
ve
f
uz
z
y H
e
bbi
a
n F
A
M
m
a
t
r
i
x w
i
t
h one
of
t
he
t
w
o l
e
a
r
n
i
ng r
ul
e
s
,
na
m
e
l
y
w
ith
co
r
r
el
at
i
o
n
-
m
i
ni
m
um
e
nc
odi
ng
or
w
i
t
h c
or
r
e
l
a
t
i
on pr
oduc
t
e
nc
odi
ng
.
−
I
f
t
he
va
l
ue
of
M
ha
s
be
e
n obt
a
i
ne
d,
t
he
va
l
ue
of
B
c
a
n be
f
ound
by r
e
l
a
t
i
ng
t
he
c
om
pos
i
t
i
on
of
A
a
nd M
.
W
e
c
a
n a
l
s
o f
i
nd t
he
va
l
ue
of
A
by r
e
l
a
t
i
ng t
he
c
om
pos
i
t
i
on of
B
a
nd M
.
C
om
pos
i
t
i
on
r
e
l
a
t
i
on c
a
n be
done
w
ith
ma
x
-
min
c
o
mp
o
s
itio
n
o
r
w
ith
ma
x
-
pr
oduc
t
c
om
pos
i
t
i
on .
−
P
e
r
f
or
m
a
de
f
uz
z
y p
r
oc
e
s
s
us
i
ng t
he
w
i
nne
r
t
a
ke
a
l
l
r
ul
e
o
r
by
us
i
ng t
he
w
e
i
ght
e
d
a
ve
r
a
ge
.
T
he
f
our
poi
nt
s
o
f
e
xpl
a
na
t
i
on a
bove
a
r
e
i
l
l
us
t
r
a
t
e
d i
n F
i
gu
r
e
1
.
F
i
gur
e
1.
T
h
e
F
A
M
a
l
gor
i
t
hm
3.
ANAL
YS
I
S
AND RE
S
UL
T
3.
1
.
P
ro
b
l
em
an
al
ys
i
s
A
p
at
i
en
t
,
at
t
h
e h
o
s
p
i
t
al
p
r
o
v
i
d
es
an
as
s
es
s
m
en
t
o
f
5
cr
i
t
e
r
i
a,
n
am
el
y
s
er
v
i
ce,
f
aci
l
i
t
i
es
,
co
m
f
o
r
t
,
cl
ean
l
i
n
es
s
,
r
at
es
an
d
v
al
u
es
gi
ve
n
by
a
pa
t
i
e
nt
i
n
s
e
r
vi
c
e
50,
f
a
c
i
l
i
t
i
e
s
65,
c
om
f
o
r
t
67,
c
l
e
a
nl
i
ne
s
s
70
a
nd r
a
t
e
75,
t
he
n
f
r
om
t
he
a
s
s
e
s
s
m
e
nt
gi
ve
n by t
he
p
at
i
en
t
We can
d
et
er
m
i
n
e
t
h
e l
ev
el
o
f
p
at
i
en
t
s
at
i
s
f
act
i
o
n
u
s
i
n
g
t
h
e
f
uz
z
y A
s
s
oc
i
a
t
i
ve
M
e
m
or
y m
e
t
hod ba
s
e
d on t
he
a
l
gor
i
t
hm
i
c
s
t
e
ps
.
T
he
F
A
M
f
l
ow
c
ha
r
t
s
t
a
r
t
s
f
r
om
t
he
i
nput
v
a
r
ia
b
le
,
d
e
f
in
e
ma
tr
ix
,
F
A
M
p
r
o
ces
s
,
de
f
uz
z
yf
i
c
a
t
i
on a
nd di
s
pl
a
ys
t
he
r
e
s
ul
t
s
,
t
h
e f
l
o
w
can
b
e
s
een
i
n
F
i
gur
e
2
.
Evaluation Warning : The document was created with Spire.PDF for Python.
T
E
L
KOM
NI
KA
T
el
eco
m
m
u
n
C
om
put
E
l
C
ont
r
o
l
A
n
a
ly
s
is
o
f F
A
M
in
s
a
tis
fa
c
tio
n
o
f
in
p
a
tie
n
t s
e
r
v
ic
e
s
(
M
uham
m
ad Sabi
r
R
am
adhan
)
1531
F
i
gur
e
2.
F
l
ow
c
ha
r
t
F
AM
−
E
nc
odi
ng
i
nput
a
nd out
put
i
nt
o
F
A
M
ma
tr
ix
E
nc
odi
ng
f
uz
z
y
(
A
,
B
)
=
(
(
a
1
,
a
2,
.
.
.
a
n)
,
(
b1
,
b2
,
.
.
.
bp)
)
t
o
num
e
r
i
c
a
l
l
y
f
or
m
a
f
uz
z
y a
s
s
oc
i
a
t
i
ve
m
e
m
or
y m
a
t
r
i
x,
r
e
qui
r
e
s
t
he
H
e
bb l
e
a
r
ni
ng
r
ul
e
s
[
22]
,
[
23]
.
T
h
er
e
ar
e
2
l
es
s
o
n
s
,
n
am
el
y
co
r
r
el
at
i
o
n
-
min
imu
m
e
nc
odi
ng or
w
i
t
h
c
or
r
e
l
a
t
i
on
pr
oduc
t
e
nc
odi
ng
.
T
h
e
r
ul
e
us
e
d i
s
c
or
r
e
l
a
t
i
on pr
oduc
t
e
nc
odi
ng (
M
=
A
T
oB
)
.
B
a
s
e
d on t
he
pa
t
i
e
nt
's
f
unc
t
i
on
i
n
each
o
f
t
h
e f
u
zzy
s
et
o
f
v
ar
i
ab
l
es
ab
o
v
e
.
a.
T
he
f
unc
t
i
on
of
t
he
pa
t
i
e
nt
f
or
e
a
c
h s
e
r
vi
c
e
s
e
t
(
i
np
ut
)
i
s
a
s
f
ol
l
ow
s
;
1
=
(
50
)
=
(
90
−
50
)
/
(
90
−
30
)
=
0
.
66
2
=
ℎ
(
50
)
=
(
90
−
50
)
/
(
90
−
60
)
=
1
.
33
3
=
(
50
)
=
(
50
−
30
)
/
(
90
−
30
)
=
0
.
33
T
h
i
s
e
xpl
a
na
t
i
on
i
s
i
n
acco
r
d
an
ce w
i
t
h
F
i
g
u
r
e 3
.
b.
P
a
tie
n
t f
u
n
c
tio
n
s
in
e
a
c
h
f
a
c
ility
s
e
t
(
in
p
u
t)
a
r
e
a
s
f
o
llo
w
s
:
1
=
(
65
)
=
(
90
−
65
)
/
(
90
−
30
)
=
0
.
41
2
=
ℎ
(
65
)
=
(
90
−
65
)
/
(
90
−
60
)
=
0
.
83
3
=
(
65
)
=
(
65
−
30
)
/
(
90
−
30
)
=
0
.
58
T
hi
s
e
xpl
a
na
t
i
on i
s
i
n
a
c
c
or
da
nc
e
w
i
t
h F
i
gu
r
e
4.
F
i
gur
e
3.
F
unc
t
i
on
of
pa
t
i
e
nt
c
a
r
e
F
i
gur
e
4.
F
u
n
c
tio
n
s
o
f
p
a
tie
n
t
f
a
c
ilitie
s
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SSN
:
1693
-
6930
T
E
L
KOM
NI
KA
T
el
eco
m
m
u
n
C
om
put
E
l
C
ont
r
o
l
,
Vo
l
.
1
9
, N
o
.
5
,
O
ct
o
b
er
2021
:
1529
-
1534
1532
c.
T
he
pa
t
i
e
nt
's
f
unc
t
i
ons
f
or
e
a
c
h c
om
f
or
t
s
e
t
(
i
nput
)
a
r
e
a
s
f
ol
l
ow
s
:
1
=
(
67
)
=
(
90
−
67
)
/
(
90
−
30
)
=
0
.
38
2
=
ℎ
(
67
)
=
(
90
−
67
)
/
(
90
−
60
)
=
0
.
76
3
=
(
67
)
=
(
67
−
30
)
/
(
90
−
30
)
=
0
.
61
T
hi
s
e
xpl
a
na
t
i
on i
s
i
n
a
c
c
or
da
nc
e
w
i
t
h F
i
gu
r
e
5
.
d.
P
a
tie
n
t f
u
n
c
tio
n
s
in
e
a
c
h
c
le
a
n
lin
e
s
s
s
e
t (
in
p
u
t)
a
r
e
a
s
f
o
llo
w
s
:
1
=
(
70
)
=
(
90
−
70
)
/
(
90
−
30
)
=
0
.
33
2
=
ℎ
(
70
)
=
(
90
−
70
)
/
(
90
−
60
)
=
0
.
66
3
=
(
70
)
=
(
70
−
30
)
/
(
90
−
30
)
=
0
.
66
T
hi
s
e
xpl
a
na
t
i
on i
s
i
n
a
c
c
or
da
nc
e
w
i
t
h F
i
gu
r
e
6
.
e.
P
a
tie
n
t f
u
n
c
tio
n
s
f
o
r
e
a
c
h
ta
r
if
f
s
e
t (
in
p
u
t
)
a
r
e
a
s
f
o
llo
w
s
:
1
=
ℎ
(
75
)
=
(
90
−
75
)
/
(
90
−
30
)
=
0
.
25
2
=
(
75
)
=
(
90
−
75
)
/
(
90
−
60
)
=
0
.
5
3
=
(
75
)
=
(
75
−
30
)
/
(
90
−
30
)
=
0
.
75
T
hi
s
e
xpl
a
na
t
i
on i
s
i
n
a
c
c
or
da
nc
e
w
i
t
h F
i
gu
r
e
7.
F
i
gur
e
5.
F
unc
t
i
ons
o
f
pa
t
i
e
nt
c
om
f
or
t
F
i
gur
e
6.
G
r
a
ph
of
pa
t
i
e
nt
hygi
e
ne
f
unc
t
i
ons
F
i
gur
e
7.
G
r
a
ph
of
pa
t
i
e
nt
f
unc
t
i
ons
r
a
t
e
s
−
C
a
lc
u
la
tin
g
a
ut
o a
s
s
oc
i
a
t
i
ve
f
uz
z
y he
bbi
a
n
F
AM
F
r
om
t
he
r
es
ear
ch
p
r
o
ces
s
,
i
t
can
b
e
s
een
t
h
at
t
h
e v
al
u
e o
f
A
=
(
0
.
66,
0.
5
8,
0.
61
,
0
.
6
6,
0.
75)
a
nd
B
=
(
0
.
7,
0.
6
,
0
.
6,
0.
7
,
0.
8
)
t
hus
t
he
M
m
a
t
r
i
x
ba
s
e
d on c
or
r
e
l
a
t
i
on
-
pr
oduc
t
e
nc
odi
ng c
a
n be
s
e
e
n a
s
t
he
f
ol
l
ow
i
ng:
Evaluation Warning : The document was created with Spire.PDF for Python.
T
E
L
KOM
NI
KA
T
el
eco
m
m
u
n
C
om
put
E
l
C
ont
r
o
l
A
n
a
ly
s
is
o
f F
A
M
in
s
a
tis
fa
c
tio
n
o
f
in
p
a
tie
n
t s
e
r
v
ic
e
s
(
M
uham
m
ad Sabi
r
R
am
adhan
)
1533
M
=
A
T
O
B
=
⎣
⎢
⎢
⎢
⎡
0
.
66
0
.
58
0
.
61
0
.
66
0
.
7
5
⎦
⎥
⎥
⎥
⎤
(
0.
7,
0.
6,
0.
6,
0.
7,
0,
8)
=
⎣
⎢
⎢
⎢
⎡
0
.
46
0
.
40
0
.
42
0
.
39
0
.
34
0
.
36
0
.
3
9
0
.
3
4
0
.
3
6
0
.
4
6
0
.
4
0
0
.
4
2
0
.
52
0
.
46
0
.
48
0
.
46
0
.
39
0
.
3
9
0
.
4
6
0
.
52
0
.
52
0
.
45
0
.
4
5
0
.
5
2
0
.
60
⎦
⎥
⎥
⎥
⎤
−
R
e
l
a
t
i
on of
c
om
pos
i
t
i
on
A
a
nd B
I
f
t
he
va
l
ue
o
f
t
he
m
a
t
r
i
x M
ha
s
be
e
n obt
a
i
ne
d,
t
he
n t
he
va
l
ue
of
B
c
a
n t
he
n be
obt
a
i
ne
d by us
i
n
g t
he
c
om
pos
i
t
i
on r
e
l
a
t
i
on o
f
A
a
nd M
.
T
he
c
om
pos
i
t
i
on
r
e
l
a
t
i
on us
e
d i
s
t
he
m
a
x
-
pr
oduc
t
c
om
pos
i
t
i
on
[
24]
,
[
25]
.
A
t
t
h
e m
ax
-
pr
oduc
t
c
om
pos
i
t
i
on,
t
he
va
l
ue
of
B
c
a
n b
e
obt
a
i
ne
d us
i
ng t
he
c
om
pos
i
t
i
on A
o M
a
s
f
ol
l
ow
s
:
=
{
(
∗
)
}
,
ℎ
;
1
=
{
(
0
.
6
6
∗
0
.
4
6
)
;
(
0
.
58
∗
0
.
40
)
;
(
0
.
6
1
∗
0
.
4
2
)
;
(
0
.
66
∗
0
.
46
)
;
(
0
.
7
5
∗
0
.
52
)
}
=
{
0
.
3
0
;
0
.
0
.
23
;
0
.
2
5
;
0
.
3
0
;
0
.
39
}
=
0
.
39
2
=
{
(
0
.
6
6
∗
0
.
3
9
)
;
(
0
.
58
∗
0
.
34
)
;
(
0
.
6
1
∗
0
.
3
6
)
;
(
0
.
66
∗
0
.
39
)
;
(
0
.
7
5
∗
0
.
45
)
}
=
{
0
.
2
5
;
0
.
1
9
;
0
.
2
1
;
0
.
23
;
0
.
33
}
=
0
.
33
3
=
{
(
0
.
6
6
∗
0
.
3
9
)
;
(
0
.
58
∗
0
.
34
)
;
(
0
.
6
1
∗
0
.
3
6
)
;
(
0
.
66
∗
0
.
39
)
;
(
0
.
7
5
∗
0
.
45
)
}
=
{
0
.
2
5
;
0
.
1
9
;
0
.
2
1
;
0
.
23
;
0
.
33
}
=
0
.
33
4
=
{
(
0
.
6
6
∗
0
.
4
6
)
;
(
0
.
58
∗
0
.
40
)
;
(
0
.
6
1
∗
0
.
4
2
)
;
(
0
.
66
∗
0
.
46
)
;
(
0
.
7
5
∗
0
.
52
)
}
=
{
0
.
3
0
;
0
.
2
3
;
0
.
2
5
;
0
.
30
,
0
;
0
.
3
9
}
=
0
.
3
9
5
=
{
(
0
.
66
∗
0
.
5
2
)
;
(
0
.
58
∗
0
.
46
)
;
(
0
.
6
1
∗
0
.
48
)
;
(
0
.
66
∗
0
.
5
2
)
;
(
0
.
7
5
∗
0
.
60
)
}
=
{
0
.
3
4
;
0
.
2
6
;
0
.
2
9
;
0
.
34
;
0
.
45
}
=
0
.
45
=
0
.
3
9
;
0
.
33
;
0
.
33
;
0
.
39
;
0
.
45
−
D
ef
u
zzy
I
n t
he
F
A
M
m
e
t
hod,
t
he
de
f
uz
z
yf
i
c
a
t
i
on
pr
oc
e
s
s
i
s
c
a
r
r
i
e
d out
i
n 2 w
a
ys
,
na
m
e
l
y w
i
nne
r
t
a
ke
a
l
l
by
t
a
ki
ng t
he
hi
ghe
s
t
va
l
ue
of
B
*100%
o
r
t
he
c
o
r
r
e
s
pondi
ng w
e
i
ght
e
d
a
ve
r
a
ge
.
S
o
,
t
ha
t
i
n
t
he
c
a
s
e
of
t
h
i
s
s
t
udy
t
he
f
i
na
l
s
c
or
e
t
o
de
t
e
r
m
i
ne
t
he
l
e
ve
l
o
f
s
a
t
i
s
f
a
c
t
i
on of
t
he
pa
t
i
e
nt
i
s
b5=
0.
45*100%
=
45%
(
w
i
nne
r
t
a
ke
a
l
l
)
.
I
f
t
h
e w
ei
g
h
t
ed
av
er
ag
e i
s
cal
cu
l
at
ed
i
n
t
h
e
f
o
l
l
o
w
i
n
g
w
ay
,
[
26]
:
B*
=
(
0
.
3
9
∗
5
0
)
+
(
0
.
3
3
∗
6
5
)
+
(
0
.
3
3
∗
6
7
)
+
(
0
.
3
9
∗
7
0
)
+
(
0
.
4
5
∗
7
5
)
0
.
3
9
+
0
.
3
3
+
0
.
3
3
+
0
.
3
9
+
0
.
4
5
= 6
5
.
66
F
r
o
m
th
e
r
e
s
u
lts
a
b
o
v
e
,
th
e
r
e
is
a
ta
b
le
f
o
r
a
s
s
e
s
s
in
g
th
e
le
v
e
l o
f
p
a
tie
n
t
s
a
tis
f
a
c
tio
n
a
s
in
T
a
b
l
e
1.
F
r
om
t
he
r
e
s
ul
t
s
of
t
he
c
a
l
c
ul
a
t
i
ons
t
ha
t
ha
ve
be
e
n done
,
t
he
e
xa
m
pl
e
of
t
he
c
a
s
e
a
bove
ha
s
a
de
f
uz
z
va
l
ue
or
a
f
i
na
l
s
c
or
e
of
65.
66 a
nd
i
f
i
t
i
s
pr
e
s
e
n
t
e
d t
o 66%
,
t
he
n t
he
c
a
s
e
a
bove
t
he
pa
t
i
e
nt
on t
he
3r
d f
l
oor
f
e
e
l
s
Q
u
ite
S
a
tis
f
ie
d
w
i
t
h t
he
s
e
r
vi
c
e
s
pr
ovi
de
d by t
he
hos
pi
t
a
l
.
T
ab
l
e 1
.
A
sse
ssm
e
n
t
o
f
p
a
tie
n
t s
a
tis
f
a
c
tio
n
le
v
e
l
No
D
e
c
is
io
n
V
al
u
e P
ar
am
et
er
s
1
V
e
r
y
d
is
s
a
tis
f
ie
d
0
-
39
2
U
n
s
a
tis
f
ie
d
40
-
59
3
Q
u
ite
S
a
tis
f
ie
d
60
-
79
4
V
e
r
y
S
a
tis
f
ie
d
80
-
100
4.
CO
NCL
US
I
O
N
T
he
r
e
s
e
a
r
c
h c
onduc
t
e
d
ha
s
t
he
f
ol
l
ow
i
ng
c
onc
l
us
i
ons
,
t
he
m
e
t
hod
us
e
d t
o
de
t
e
r
m
i
ne
t
he
l
e
ve
l
o
f
p
a
tie
n
t s
a
tis
f
a
c
tio
n
w
ith
in
p
a
tie
n
t s
e
r
v
ic
e
s
a
t th
e
h
o
s
p
ita
l is
to
g
e
t a
s
c
or
e
on e
a
c
h que
s
t
i
onna
i
r
e
gi
v
e
n t
o t
he
pa
t
i
e
nt
,
t
he
s
e
l
e
c
t
i
on of
t
he
r
i
ght
c
r
i
t
e
r
i
a
i
n t
he
a
na
l
ys
i
s
m
a
ke
s
t
hi
s
s
t
udy ve
r
y a
c
c
ur
a
t
e
i
n de
t
e
r
m
i
ni
ng t
he
r
e
s
ul
t
s
,
i
n t
he
a
ppl
i
c
a
t
i
on of
t
he
F
A
M
m
e
t
hod
f
or
t
he
s
e
l
e
c
t
i
on of
c
r
i
t
e
r
i
a
ba
s
e
d on
t
he
l
e
ve
l
o
f
i
m
por
t
an
ce,
an
d
gi
vi
ng w
e
i
ght
t
o
t
he
a
l
t
e
r
na
t
i
ve
s
t
o be
s
e
l
e
c
t
e
d,
a
nd a
na
l
yt
i
c
a
l
m
e
t
hods
c
a
n be
us
e
d i
n di
f
f
e
r
e
nt
c
a
s
e
s
by
pr
ovi
di
ng a
ppr
op
r
i
a
t
e
c
r
i
t
e
r
i
a
f
o
r
t
he
p
r
obl
e
m
t
o
be
s
ol
ve
d.
RE
F
E
RE
NCE
[1
]
Z
a
hli
m
a
r
,
Z.
Z
u
r
ia
ti
,
a
nd
L
.
C
hi
e
w
,
“
R
e
la
tionship
qua
lity
of
h
e
a
lth
se
r
vic
e
s with
sa
tis
f
a
c
tion o
f
p
a
tie
nts
in H
.
Ha
n
a
f
ie
M
ua
r
a
B
ungo
Hospita
l
in
2019
,
”
Enfe
rm
e
ría
C
líni
c
a
,
vol.
30,
pp
.
168
-
170
,
Jun
.
2020
,
doi:
10
.
1016/j.
e
nf
c
li
.
2019.
11
.
0
47.
[2
]
A.
An
te
ne
h,
K.
An
da
r
ga
c
he
w,
a
nd
D.
M
u
lu
ke
n,
“
P
a
tie
nt sa
t
isf
a
c
ti
on
wi
th ou
tpa
ti
e
n
t
he
a
lt
h
se
r
vic
e
s in
Ha
wa
ss
a
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SSN
:
1693
-
6930
T
E
L
KOM
NI
KA
T
el
eco
m
m
u
n
C
om
put
E
l
C
ont
r
o
l
,
Vo
l
.
1
9
, N
o
.
5
,
O
ct
o
b
er
2021
:
1529
-
1534
1534
Uni
ve
r
si
ty Te
a
c
hi
ng
Ho
sp
ita
l,
S
ou
the
r
n E
th
io
pia
,
”
J
.
Pub
l
ic
H
e
al
.
Ep
id
e
mi
ol
.
,
vol.
6,
no.
2,
p
p.
10
1
-
1
10,
F
e
b.
20
14,
doi
: 1
0.
58
97
/j
ph
e
2
01
3.
06
13.
[3
]
T.
K.
Al H
ilf
i,
R
.
L
a
f
ta
,
a
nd G
.
B
ur
nha
m
,
“
He
a
l
th
se
r
v
ic
e
s i
n I
r
a
q,
”
T
h
e
L
a
n
c
e
t
,
v
ol.
3
81,
no.
9
87
0.
pp.
9
39
-
9
48,
Mar
-
20
13,
d
oi
: 10.
10
16
/S
0
14
0
-
67
36
(
13
)
60
32
0
-
7.
[4
]
A.
H.
Ton
-
T
ha
t,
N.
T.
C
a
o,
a
nd H.
I
l C
hoi,
“
An a
lgor
it
hm
f
or
opt
im
iz
in
g m
e
m
be
r
s
hi
p f
unc
t
io
ns of
f
uz
z
y inf
e
r
e
nc
e
sys
te
m
s
ba
se
d o
n f
uz
z
y a
ss
oc
ia
ti
ve
m
e
m
or
y,
”
J
.
I
nte
ll.
F
uz
zy
Sy
s
t.
,
vo
l.
27,
n
o.
1,
p
p.
27
3
-
2
85,
2
0
14,
doi
: 1
0.
32
33
/I
F
S
-
13
09
95
.
[5
]
A.
Ja
ha
n,
F
.
M
usta
pha
,
S
.
M
.
S
a
pua
n,
M
.
Y.
I
sm
a
il,
a
nd
M
.
B
a
hr
a
m
ina
sa
b,
“
A f
r
a
m
e
wor
k f
or
we
i
gh
ti
ng of
c
r
i
t
er
i
a
in
r
a
n
ki
ng sta
ge
of
m
a
te
r
ia
l se
le
c
ti
on pr
oc
e
ss,
”
I
n
t.
J
.
Adv
.
M
an
uf.
T
e
c
h
no
l.
,
vol.
58,
n
o.
1
-
4,
p
p.
41
1
-
4
20,
2
012
,
doi
: 1
0.
10
07
/s
00
17
0
-
01
1
-
33
66
-
7.
[6
]
N.
L
.
F
itr
iya
ni,
M
.
S
ya
f
r
u
di
n,
G
.
Alf
ia
n,
a
nd J.
R
he
e
,
“
HDP
M
:
An
Ef
f
e
c
t
ive
He
a
r
t D
ise
a
se
P
r
e
d
ic
t
io
n M
o
de
l f
or
a
C
lin
ic
a
l De
c
i
si
on S
u
pp
or
t S
y
ste
m
,
”
I
E
E
E
A
c
c
e
s
s
,
vo
l.
8,
pp.
13
30
34
-
13
30
50,
202
0,
doi
: 1
0.
11
09
/AC
C
ES
S
.
2
02
0.
30
10
51
1.
[7
]
S
.
Z
ha
ng a
nd M
.
A.
Ka
r
im
,
“
P
a
r
a
l
le
l
o
pt
ic
a
l f
uz
z
y
l
og
ic
inf
e
r
e
nc
e
us
in
g im
pr
o
ve
d f
uz
z
y
a
s
soc
ia
t
ive
m
e
m
or
i
e
s,
”
in
Ph
ot
on
ic
De
v
ic
e
s a
nd A
lg
or
it
hm
s f
or C
o
mp
ut
in
g
,
19
99,
vol.
3
80
5,
pp.
1
22
-
1
30,
d
oi
:
10.
11
17
/1
2.
36
39
87.
[8
]
P
.
S
ussne
r
a
nd T.
S
c
hu
ste
r
,
“
I
n
te
r
va
l
-
va
lue
d f
uz
z
y a
s
so
c
ia
t
ive
m
e
m
or
ie
s ba
se
d on r
e
pr
e
se
n
ta
b
le
c
on
ju
nc
t
io
ns wit
h
a
pp
lic
a
ti
on
s in
pr
e
d
ic
t
io
n,
”
in
P
r
oc
e
e
di
ng
s o
f t
he
20
13
J
oi
nt I
F
SA
Wo
rl
d C
on
gre
ss
an
d N
AFI
PS
An
nu
al
Me
e
t
i
ng,
I
FS
A/N
AFI
PS 2
01
3
,
20
13,
p
p.
34
4
-
3
49,
d
oi
: 1
0.
11
09
/I
F
S
A
-
NAF
I
P
S
.
20
13.
6
60
84
24.
[9
]
L
.
L
i,
W.
P
e
dr
yc
z
,
T.
Qu,
a
nd Z
.
L
i,
“
F
uz
z
y a
ssoc
ia
ti
v
e
m
e
m
or
ie
s w
it
h a
ut
oe
nc
od
in
g m
e
c
ha
n
ism
s,
”
K
now
le
d
ge
-
Bas
e
d Sy
st.
,
v
ol.
1
91,
2
02
0,
do
i: 1
0.
1
01
6/
j.
kn
os
ys.
20
19.
105
09
0.
[
10]
B
.
M
a
lm
ir
,
M
.
Am
ini,
a
n
d S
.
I
.
C
ha
ng,
“
A m
e
dic
a
l de
c
i
s
ion
su
pp
or
t s
ys
te
m
f
or
d
ise
a
se
dia
gn
os
is u
nd
e
r
unc
e
r
ta
i
n
ty,
”
Ex
pe
rt Sy
st.
A
pp
l.
,
vo
l.
88,
p
p.
95
-
10
8,
De
c
.
20
17,
d
oi
: 1
0.
10
16
/j.
e
swa
.
2
01
7.
0
6.
03
1.
[
11]
K.
S
ha
r
m
a
a
nd J.
Vir
m
a
ni,
“
A de
c
isi
on s
up
po
r
t s
yst
e
m
f
or
c
la
s
sif
ic
a
t
io
n of
nor
m
a
l a
nd m
e
d
ic
a
l r
e
na
l di
se
a
se
u
s
in
g
ult
r
a
s
ou
nd
im
a
ge
s:
A de
c
is
io
n s
up
por
t
sy
ste
m
f
or
m
e
d
i
c
a
l r
e
na
l d
ise
a
se
s,
”
I
nt.
J
.
A
mb
ie
nt C
om
pu
t.
I
nte
ll.
,
vo
l.
8,
no.
2,
pp.
52
-
69,
A
pr
.
20
17,
d
oi
: 10.
40
18
/I
J
AC
I
.
20
17
04
010
4.
[
12]
Dr
.
T.
S
e
nthi
l Kum
a
r
,
“
Da
ta
M
i
ni
ng B
a
se
d M
a
r
ke
t
in
g De
c
i
si
on S
up
por
t S
ys
te
m
Us
in
g Hy
br
i
d M
a
c
hin
e
L
e
a
r
nin
g
Alg
or
it
hm
,
”
J
.
Artif.
I
nte
ll.
C
a
ps
ul.
N
e
tw
o
rk
s
,
vo
l.
2,
no.
3,
pp.
185
-
19
3,
Aug.
2
02
0,
doi
: 10.
3
6
5
48
//
ja
ic
n.
2
02
0.
3.
0
06.
[
13]
A.
Ya
n
ie
e
t a
l.
,
“
We
b B
a
se
d Ap
pl
ic
a
ti
on f
or
De
c
i
si
on
S
upp
or
t S
y
ste
m
wi
th
EL
EC
TR
E M
e
th
od,
”
i
n
J
ou
rn
al o
f
Phy
sic
s:
C
on
fe
re
nc
e
Se
rie
s
,
20
18,
v
ol.
1
02
8,
no.
1,
p.
0
1
205
4,
do
i:
10.
1
08
8/
17
42
-
6
59
6/
10
28
/1/
01
20
54.
[
14]
E.
K.
Z
a
va
dska
s,
P
.
Va
in
iū
na
s,
Z
.
Tur
ski
s,
a
nd
J.
Ta
m
oša
it
ie
nė
,
“
M
ul
ti
ple
c
r
i
te
r
ia
de
c
is
io
n
sup
por
t
sy
ste
m
f
or
a
sse
ssm
e
nt of
pr
o
je
c
ts m
a
na
ge
r
s i
n c
ons
tr
uc
t
io
n,
”
I
nt.
J
.
I
nf.
T
e
c
hn
ol.
De
c
is.
Mak
.
,
vo
l.
11,
no.
2,
pp.
50
1
-
5
20,
2
0
12,
doi
: 1
0.
11
42
/S
0
21
96
22
01
24
00
13
5.
[
15]
A.
A.
a
nd M
.
M
.
a
nd R
.
M
.
Yusuf
f
,
“
S
im
p
le
Add
it
ive
W
e
i
gh
ti
ng a
ppr
oa
c
h t
o P
e
r
so
nne
l S
e
le
c
ti
on pr
ob
le
m
,
”
I
n
t
.
J
.
I
nn
ov
.
Ma
na
g.
T
e
c
hn
ol.
,
vo
l.
1,
no.
5,
p
p.
51
1
-
5
15,
2
01
0
,
doi:
10.
1
06
1/
97
80
78
44
13
26
5.
0
43.
[
16]
W
.
R
.
Z
ha
ng,
“
P
r
o
gr
a
m
m
in
g t
he
m
i
n
d
a
nd de
c
r
y
pt
in
g
t
he
u
ni
ve
r
se
-
A
b
ip
ola
r
qua
nt
um
-
ne
ur
o
-
f
uz
z
y a
s
soc
ia
tiv
e
m
e
m
or
y m
ode
l f
or
qua
nt
um
c
og
ni
ti
on a
n
d qua
n
tum
inte
l
li
ge
nc
e
,
”
i
n
Pro
c
e
e
d
in
gs of t
he
I
nte
rn
at
io
na
l J
oin
t
C
onf
e
re
nc
e
on N
e
ur
al N
e
tw
ork
s
,
20
17,
v
ol.
2
01
7
-
M
a
y,
pp.
11
80
-
1
18
7,
do
i: 1
0.
1
10
9/I
JC
NN.
20
17.
7
96
59
8
6.
[
17]
T.
Dja
t
na
a
nd A.
G
ina
nta
ka
,
“
Tr
a
c
e
a
b
il
it
y of
I
nf
or
m
a
ti
o
n R
out
in
g B
a
se
d on F
uz
z
y As
soc
ia
t
ive
M
e
m
or
y M
ode
ll
in
g
in F
i
she
r
ie
s S
u
pp
ly C
ha
i
n,
”
I
nt.
J
.
Fu
zzy
Sy
s
t.
,
vol.
2
2,
n
o.
2,
pp.
72
4
-
73
4,
20
20,
d
oi
:
10.
10
07
/s4
08
15
-
01
9
-
0
07
54
-
3.
[
18]
A.
V.
De
va
do
ss a
nd M
.
R
e
k
ha
,
“
M
a
the
m
a
tic
s A
nd
it
s Ap
pli
c
a
t
io
ns A S
tu
dy
on G
e
nd
e
r
I
ne
q
ua
l
it
y i
n E
duc
a
ti
o
n b
y
Usi
ng F
uz
z
y
Ass
oc
ia
t
ive
M
e
m
or
ie
s,
”
v
ol.
6,
n
o.
3,
pp.
3
65
-
36
8,
20
18.
[
19]
L
.
Cl
eo
fas
-
S
á
nc
he
z
,
V.
G
a
r
c
ía
,
A.
I
.
M
a
r
qué
s,
a
n
d J.
S
.
S
á
nc
he
z
,
“
F
ina
nc
ia
l d
is
tr
e
s
s
pr
e
dic
ti
on
u
si
ng the
hy
br
i
d
a
ss
oc
ia
ti
ve
m
e
m
or
y w
it
h tr
a
ns
la
t
io
n,
”
A
pp
l.
Sof
t C
om
pu
t.
J
.
,
vol.
44,
p
p.
1
44
-
15
2,
2
016
,
doi
: 1
0.
10
16
/j.
a
soc
.
20
16.
0
4.
0
05.
[
20]
Y.
S
he
n
g,
Z
.
Z
e
ng,
a
nd T.
H
ua
n
g,
“
G
lo
ba
l S
ta
b
il
it
y of
B
idir
e
c
ti
on
a
l A
ss
oc
ia
ti
ve
M
e
m
or
y Ne
ur
a
l
Ne
t
wor
ks
W
i
t
h
M
ult
ip
le
T
im
e
-
Va
r
yi
ng De
la
ys,
”
I
E
EE T
r
an
s.
C
y
be
r
n.
,
pp.
1
-
10,
2
02
0,
do
i:
1
0.
1
10
9/
TC
YB
.
2
02
0.
30
11
58
1.
[
21]
L
.
A.
P
ine
da
,
G
.
F
ue
nte
s,
a
n
d R
.
M
or
a
le
s,
“
A
n e
ntr
op
ic
a
sso
c
ia
ti
ve
m
e
m
or
y,
”
Sc
i.
Re
p.
,
vol.
1
1,
no.
1,
pp.
1
-
15,
20
21
,
doi
: 1
0.
10
38
/s
41
59
8
-
02
1
-
86
27
0
-
7.
[
22]
P
.
Xia
o,
F
.
Ya
ng,
a
nd
Y.
Yu,
“
M
a
x
-
m
i
n e
nc
od
in
g le
a
r
ni
ng a
lg
or
i
thm
f
or
f
uz
z
y m
a
x
-
m
ul
ti
pl
ic
a
t
io
n a
s
soc
ia
tiv
e
m
e
m
or
y ne
t
wo
r
ks,
”
i
n
Pr
oc
e
e
d
in
gs o
f the
I
E
EE I
n
te
r
na
tio
na
l C
on
fe
re
nc
e
on Sy
ste
ms,
M
an a
nd C
y
be
r
ne
tic
s
,
19
97,
vol.
4,
p
p.
36
74
-
3
67
9,
do
i: 1
0.
1
10
9/
ic
sm
c
.
19
97
.
63
32
40
.
[
23]
P
.
L
iu,
“
The
f
uz
z
y a
s
soc
ia
t
ive
m
e
m
or
y
of
m
a
x
-
m
i
n
f
uz
z
y
ne
ur
a
l ne
t
wor
k
w
it
h thr
e
sh
ol
d,
”
F
uz
zy
Se
ts Sy
s
t.
,
v
ol
.
10
7,
no.
2,
pp.
1
47
-
1
57,
1
99
9,
do
i: 1
0.
1
01
6/S
0
16
5
-
0
11
4(
97)
0
035
2
-
7.
[
24]
R
.
S
.
S
e
m
bir
i
ng,
S
.
Ef
e
n
di,
a
nd S
.
S
uw
il
o,
“
I
m
pr
ov
in
g
t
he
a
c
c
ur
a
c
y
of
o
ld a
nd
y
ou
ng f
a
c
e
de
te
c
t
io
n i
n t
he
te
m
p
la
t
e
m
a
tc
h
in
g m
e
th
od w
it
h F
uz
z
y A
ss
oc
i
a
t
ive
M
e
m
or
y (
F
AM
)
,
”
in
I
O
P C
on
fe
re
nc
e
Se
r
ie
s:
M
ate
ri
al
s Sc
ie
nc
e
an
d
E
ng
in
e
e
ri
ng
,
20
20,
v
ol.
7
25,
n
o.
1,
do
i: 1
0.
1
08
8/
17
57
-
8
99
X/7
25
/1
/0
12
11
7.
[
25]
H
. Y
. L
i
n
, C
. J
.
L
ia
o,
a
nd Y.
H.
C
ha
n
g,
“
Ap
pl
yi
ng f
uz
z
y sim
ple
a
d
di
ti
ve
we
ig
ht
in
g sy
ste
m
to he
a
lt
h e
xa
m
ina
t
io
n
ins
ti
tu
ti
on loc
a
ti
on
se
le
c
t
io
n,
”
Pro
c
.
-
2010 I
E
EE
17
th I
n
t.
C
onf.
I
n
d.
Eng.
E
ng.
M
an
ag.
I
E EM
20
10
,
201
0
,
pp.
64
6
-
6
50
,
do
i: 1
0.
1
10
9/I
C
I
EEM
.
2
01
0.
5
64
65
33.
[
26]
C
.
Aoui
ti,
R
.
S
a
kt
hi
ve
l,
a
nd F
.
To
ua
t
i,
“
G
loba
l d
is
si
pa
t
iv
it
y of
f
uz
z
y bi
dir
e
c
ti
ona
l a
s
soc
ia
t
ive
m
e
m
or
y ne
ur
a
l
ne
t
wor
ks w
it
h pr
op
or
t
io
na
l
de
la
ys,
”
I
r
an.
J
.
F
uz
zy
Sy
st.
,
vol.
18,
n
o.
2,
p
p.
65
-
80,
2
02
1,
d
oi
: 10.
22
11
1/
ijf
s.
20
21.
5
914.
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