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[
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3]
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As
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oduc
ti
on
e
ff
icie
nc
y
…
(
M
oc
h
T
au
f
ik
)
357
f
uz
z
y
m
e
t
h
o
d
’
s
a
pp
l
i
c
a
t
i
o
n
i
n
t
h
e
de
c
i
s
i
o
n
s
uppo
r
t
s
y
s
t
e
m
w
i
ll
a
i
d
i
n
de
t
e
r
m
i
n
i
ng
h
o
w
m
a
ny
t
hi
ngs
s
h
o
u
l
d
b
e
pr
o
duc
e
d.
Ne
x
t
,
t
h
e
T
s
uka
m
o
to
m
e
t
h
o
d
wi
ll
b
e
e
m
p
l
o
y
e
d
by
t
h
e
de
c
i
s
i
o
n
s
uppo
r
t
s
y
s
t
e
m
to
pr
o
c
e
s
s
t
h
e
da
t
a
i
n
t
h
e
i
nput
v
a
r
i
a
bl
e
s
,
a
n
d
t
h
e
o
u
t
pu
t
wi
ll
i
n
d
i
c
a
t
e
th
e
qua
n
t
i
t
y
o
f
pr
o
duc
t
s
t
h
a
t
r
e
qui
r
e
pr
o
duc
t
i
o
n
[
20]
.
2.
P
ROP
OS
E
D
M
E
T
HO
D
2.
1.
Re
s
e
ar
c
h
m
e
t
h
od
T
o
pl
a
n
,
i
m
p
l
e
m
e
n
t
,
a
n
d
a
n
a
ly
z
e
r
e
s
e
a
r
c
h
,
t
h
e
s
e
a
r
e
s
o
m
e
o
f
t
h
e
r
e
s
e
a
r
c
h
m
e
t
h
o
ds
us
e
d,
n
a
m
e
ly
:
L
i
t
e
r
a
t
ur
e
st
udy
:
t
h
e
i
n
i
t
i
a
l
s
t
e
p
i
nv
o
l
v
e
d
a
c
o
m
pr
e
h
e
n
s
i
ve
li
t
e
r
a
t
ur
e
r
e
vi
e
w
t
o
ga
t
h
e
r
t
h
e
or
e
t
i
c
a
l
kn
o
w
l
e
dge
a
b
o
ut
p
r
o
duc
t
i
o
n
e
f
f
i
c
i
e
n
c
y
a
n
d
t
h
e
f
u
z
z
y
T
s
uka
m
o
t
o
i
nf
e
r
e
nc
e
s
y
s
t
e
m
.
S
o
ur
c
e
s
i
nc
l
ud
e
pe
e
r
-
r
e
vi
e
we
d
j
o
ur
n
a
l
s
,
t
e
c
hni
c
a
l
b
o
o
ks
,
p
r
i
o
r
r
e
s
e
a
r
c
h
a
r
t
i
c
l
e
s
,
a
n
d
r
e
l
e
v
a
n
t
c
a
s
e
s
t
udi
e
s
.
T
hi
s
s
t
e
p
e
s
t
a
bl
is
he
d
t
h
e
t
h
e
o
r
e
t
i
c
a
l
f
o
u
n
da
t
i
o
n
a
n
d
gu
i
de
d
t
h
e
e
x
pe
r
im
e
n
t
a
l
de
s
i
g
n
.
E
x
pe
r
i
m
e
n
t
a
l
m
e
t
h
o
d
:
1)
P
r
o
bl
e
m
i
de
n
t
i
f
i
c
a
t
i
o
n
T
h
e
s
t
udy
s
t
a
r
t
e
d
by
i
de
n
t
i
f
yi
ng
i
n
e
f
f
i
c
i
e
nc
i
e
s
i
n
t
h
e
m
a
n
u
f
a
c
t
ur
i
n
g
pr
o
c
e
s
s
t
h
r
o
ugh
c
o
l
l
a
b
o
r
a
t
i
o
n
w
i
t
h
a
c
a
s
e
s
t
ud
y
c
o
m
pa
ny
.
Da
t
a
r
e
ga
r
di
n
g
de
m
a
n
d
v
a
r
i
a
bi
li
t
y
a
n
d
i
nve
n
to
r
y
a
v
a
il
a
bil
i
t
y
we
r
e
a
n
a
ly
z
e
d.
2)
S
y
s
t
e
m
de
v
e
l
o
p
m
e
n
t
a.
De
s
i
g
n
ph
a
s
e
T
h
e
f
uz
z
y
T
s
uka
m
o
t
o
m
e
t
h
o
d
wa
s
c
h
o
s
e
n
f
o
r
i
t
s
c
a
pa
bi
li
t
y
to
h
a
n
d
l
e
u
n
c
e
r
t
a
i
n
t
y
i
n
pr
o
duc
t
i
o
n
pr
o
c
e
s
s
e
s
.
A
f
l
o
wc
ha
r
t
a
s
s
h
o
wn
i
n
F
i
gur
e
1
o
u
tl
i
ne
s
t
h
e
s
y
s
t
e
m
de
v
e
l
o
p
m
e
n
t
pr
o
c
e
s
s
,
whi
c
h
i
nc
l
ude
s
i
n
put
,
pr
o
c
e
s
s
i
n
g,
a
n
d
o
u
t
pu
t
s
t
a
ge
s
.
b.
I
m
p
l
e
m
e
n
t
a
t
i
o
n
T
h
e
s
y
s
t
e
m
i
n
t
e
r
f
a
c
e
wa
s
de
s
i
g
n
e
d
to
a
l
l
o
w
us
e
r
s
t
o
i
n
put
de
m
a
n
d
a
n
d
i
nv
e
n
t
o
r
y
da
t
a
.
A
b
a
c
ke
n
d
wa
s
b
u
il
t
to
c
a
l
c
u
l
a
t
e
o
p
t
i
m
a
l
pr
o
duc
t
i
o
n
qua
n
t
i
t
i
e
s
us
i
ng
f
uz
z
y
T
s
uka
m
o
t
o
r
ul
e
s
.
R
e
s
u
l
t
s
we
r
e
d
i
s
p
l
a
y
e
d
i
n
a
us
e
r
-
f
r
i
e
n
d
ly
i
n
t
e
r
f
a
c
e
,
i
n
c
l
ud
i
n
g
vi
s
ua
l
c
h
a
r
t
s
f
o
r
i
nf
e
r
e
n
c
e
a
n
d
o
u
t
pu
t
v
a
l
i
da
t
i
o
n
.
3)
F
uz
z
y
l
o
g
i
c
a
pp
l
i
c
a
t
i
o
n
a.
F
uz
z
if
i
c
a
t
i
o
n
:
c
r
i
s
p
i
n
put
v
a
r
i
a
bl
e
s
(
e
.
g.
,
de
m
a
nd,
i
nv
e
n
t
or
y
)
we
r
e
c
o
n
v
e
r
t
e
d
i
n
t
o
l
i
ngu
i
s
t
i
c
v
a
r
i
a
bl
e
s
us
i
ng
t
r
i
a
n
gu
l
a
r
m
e
m
be
r
s
hi
p
f
u
n
c
t
i
o
n
s
.
b.
R
u
l
e
e
s
t
a
bli
s
h
m
e
n
t
:
r
ul
e
s
s
uc
h
a
s
“
I
F
De
m
a
n
d
i
s
H
i
g
h
A
N
D
I
n
ve
n
t
or
y
i
s
L
o
w
T
HE
N
P
r
o
duc
t
i
o
n
I
n
c
r
e
a
s
e
s
”
we
r
e
de
f
i
ne
d
.
c.
I
nf
e
r
e
nc
e
pr
o
c
e
s
s
:
t
h
e
s
y
s
t
e
m
c
a
l
c
u
l
a
t
e
d
t
h
e
de
g
r
e
e
o
f
r
u
l
e
a
c
t
i
v
a
t
i
o
n
(
α
-
pr
e
di
c
a
t
e
)
us
i
n
g
t
h
e
M
I
N
i
m
p
l
i
c
a
t
i
o
n
f
u
n
c
t
i
o
n
a
n
d
de
t
e
r
m
i
ne
d
o
u
t
pu
t
s
f
o
r
e
a
c
h
r
u
l
e
.
d.
De
f
uz
z
if
i
c
a
t
i
o
n
:
t
h
e
o
u
t
pu
t
wa
s
tr
a
n
s
f
o
r
m
e
d
i
n
t
o
a
c
r
i
s
p
pr
o
duc
t
i
o
n
va
l
u
e
us
i
n
g
t
h
e
we
i
g
h
t
e
d
a
v
e
r
a
ge
m
e
t
h
o
d.
4)
S
y
s
t
e
m
t
e
s
t
i
n
g
T
h
e
de
v
e
l
o
pe
d
s
y
s
t
e
m
wa
s
t
e
s
t
e
d
o
n
r
e
a
l
pr
o
duc
t
i
o
n
da
t
a
,
wi
t
h
de
m
a
n
d
r
a
n
g
i
ng
f
r
o
m
2,
900
to
7
,
800
uni
t
s
a
n
d
i
nv
e
n
t
o
r
y
r
a
n
g
i
ng
f
r
o
m
580
to
1
,
700
u
ni
t
s
.
T
h
e
o
u
t
pu
t
pr
o
vi
de
d
pr
e
d
i
c
t
i
o
n
s
f
o
r
o
p
t
i
m
a
l
pr
o
duc
t
i
o
n
l
e
v
e
l
s
(
4,
140
to
8,
4
60
uni
t
s
)
.
2.
2.
F
l
owc
h
a
r
t
I
n
t
h
e
a
ppl
i
c
a
t
i
o
n
de
v
e
l
o
p
m
e
n
t
pr
o
c
e
s
s
,
t
h
e
r
e
a
r
e
s
e
v
e
r
a
l
s
t
a
ge
s
to
a
c
hi
e
v
e
m
a
xi
m
u
m
r
e
s
u
l
t
s
a
s
i
n
F
i
gur
e
1.
T
h
e
r
e
s
e
a
r
c
h
f
l
o
w
us
e
d
to
de
v
e
l
o
p
a
m
a
n
u
f
a
c
t
ur
i
n
g
pr
o
duc
t
i
o
n
pr
e
d
i
c
t
i
o
n
s
y
s
t
e
m
us
i
ng
t
h
e
f
uz
z
y
T
s
uka
m
o
to
m
e
t
h
o
d
i
s
de
p
i
c
t
e
d
i
n
F
i
gur
e
1.
T
h
e
f
l
o
w
o
f
t
hi
s
s
y
s
t
e
m
b
e
g
i
ns
w
i
t
h
a
s
t
a
r
t
t
h
e
n
t
h
e
n
e
x
t
s
t
a
ge
e
n
t
e
r
s
t
h
e
da
s
hb
o
a
r
d
pa
ge
,
o
n
t
h
e
da
s
hb
o
a
r
d
pa
ge
t
h
e
us
e
r
i
s
a
s
k
e
d
to
e
n
t
e
r
de
m
a
n
d
a
n
d
s
upp
ly
t
o
f
i
nd
t
h
e
a
m
o
un
t
o
f
pr
o
duc
t
i
o
n
,
a
n
d
t
h
e
da
t
a
wi
l
l
b
e
pr
o
c
e
s
s
e
d
us
i
ng
t
h
e
m
e
t
h
o
d
o
f
f
uz
z
y
T
s
uka
m
o
t
o,
a
n
d
t
h
e
r
e
s
u
l
t
s
o
f
t
h
e
c
a
l
c
u
l
a
t
i
o
n
w
il
l
b
e
r
e
c
o
r
de
d
i
n
t
h
e
da
t
a
b
a
s
e
.
T
h
e
r
e
s
u
l
t
s
w
il
l
b
e
d
i
s
p
l
a
y
e
d
o
n
t
he
r
e
s
u
l
t
s
pa
ge
,
a
n
d
a
c
h
a
r
t
wi
ll
b
e
us
e
d
to
vi
s
ua
li
z
e
t
h
e
da
t
a
.
T
h
i
s
f
l
o
w
i
s
c
o
n
c
l
ude
d
w
i
t
h
t
h
e
c
o
m
p
l
e
t
i
o
n
o
f
t
h
e
pr
o
c
e
s
s
.
2.
3.
F
u
z
z
y
T
s
u
k
am
ot
o
F
uz
z
y
l
o
g
i
c
i
s
a
b
r
a
n
c
h
o
f
c
o
m
put
e
r
s
c
i
e
nc
e
t
h
a
t
i
nve
s
t
i
ga
t
e
s
t
r
u
t
h
v
a
l
ue
s
t
h
a
t
p
o
s
s
e
s
s
m
u
l
t
i
p
l
e
v
a
l
ue
s
[
21]
,
[
22]
.
I
n
c
l
a
s
s
i
c
a
l
l
o
g
i
c
,
t
r
u
t
h
v
a
l
ue
s
a
r
e
e
i
t
h
e
r
0
(
f
a
l
s
e
)
o
r
1
(
t
r
ue
)
.
H
o
we
v
e
r
,
f
uz
z
y
lo
gi
c
h
a
s
a
c
t
ua
l
t
r
ut
h
v
a
l
u
e
s
w
i
t
hi
n
t
h
e
r
a
n
ge
o
f
[
0,
1]
.
F
uz
z
y
l
o
g
i
c
i
s
b
a
s
e
d
o
n
t
h
e
h
u
m
a
n
c
o
gni
t
i
ve
pr
o
c
e
s
s
,
whi
c
h
m
e
a
ns
t
h
a
t
i
t
s
v
a
l
ue
s
e
nc
o
m
pa
s
s
n
o
t
o
nl
y
0
a
n
d
1,
b
ut
a
l
s
o
a
l
l
pot
e
n
t
i
a
l
v
a
l
ue
s
b
e
t
we
e
n
0
a
n
d
1
[
23]
.
T
h
e
c
o
n
c
e
pt
o
f
f
uz
z
y
l
o
g
i
c
e
na
bl
e
s
us
to
a
dd
r
e
s
s
un
c
e
r
t
a
i
n
t
y
i
n
da
t
a
a
n
d
ge
n
e
r
a
t
e
r
e
s
u
l
t
s
t
h
a
t
a
r
e
m
o
r
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e
a
l
i
s
t
i
c
a
n
d
c
o
n
s
i
s
t
e
n
t
wi
t
h
t
h
e
c
o
n
d
i
t
i
o
ns
[
24]
.
F
uz
z
y
t
r
u
th
v
a
l
ue
s
m
a
y
b
e
c
l
a
s
s
i
f
i
e
d
a
s
t
r
ue
,
s
o
m
e
w
h
a
t
t
r
ue
,
l
e
s
s
t
r
ue
,
n
o
t
t
r
ue
,
o
r
v
e
r
y
t
r
ue
[
25
]
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
S
S
N
:
2252
-
8776
I
n
t
J
I
n
f
&
C
o
m
m
u
n
T
e
c
hn
o
l
,
Vo
l
.
1
5
,
N
o.
1
,
M
a
r
c
h
20
2
6
:
35
6
-
36
4
358
T
h
e
i
ni
t
i
a
l
de
v
e
l
o
pe
r
o
f
f
uz
z
y
l
o
g
i
c
wa
s
L
o
t
f
i
A
.
Z
a
de
h
,
a
n
I
r
a
ni
a
n
-
Am
e
r
i
c
a
n
s
c
i
e
n
t
i
s
t
a
t
t
h
e
Uni
ve
r
s
i
t
y
o
f
C
a
li
f
o
r
ni
a
.
T
he
T
s
uka
m
o
t
o
f
uz
z
y
met
h
o
d
i
s
o
ne
o
f
t
h
e
m
o
s
t
po
pul
a
r
a
ppr
o
a
c
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e
s
t
o
us
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n
g
f
uz
z
y
l
o
g
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c
to
m
e
a
s
ur
e
a
n
d
i
m
pr
o
v
e
pr
o
duc
t
i
o
n
e
f
f
i
c
i
e
n
c
y
.
Ho
we
v
e
r
,
J
a
pa
n
e
s
e
pr
a
c
t
i
t
i
o
n
e
r
s
c
r
e
a
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d
f
uz
z
y
l
o
g
i
c
.
T
h
e
t
r
i
a
n
gu
l
a
r
c
ur
v
e
de
s
i
g
n
i
s
s
h
o
wn
i
n
F
i
gur
e
2
[
26]
.
F
i
gur
e
1.
S
y
s
t
e
m
f
l
o
w
c
h
a
r
t
F
i
gur
e
2.
T
r
i
a
n
gu
l
a
r
c
ur
ve
E
x
a
m
p
l
e
f
o
r
m
u
l
a
f
o
r
f
u
z
z
i
f
i
c
a
t
i
o
n
[
27]
:
[
]
{
0
;
≤
≥
(
−
)
/
(
−
)
;
≤
≤
(
−
)
/
(
−
)
;
≤
≤
F
uz
z
y
s
e
t
s
w
i
t
h
m
o
n
o
to
n
e
m
e
m
be
r
s
hi
p
f
u
nc
t
i
o
ns
s
h
o
u
l
d
b
e
u
s
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d
t
o
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pr
e
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n
t
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a
c
h
o
ut
c
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m
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f
t
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IF
-
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HE
N
r
ul
e
s
i
n
t
h
e
T
s
uka
m
oto
f
uz
z
y
m
e
t
h
o
d.
T
s
uka
m
o
to
f
uz
z
y
l
o
g
i
c
i
s
c
h
o
s
e
n
be
c
a
us
e
i
t
p
r
o
vi
de
s
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l
e
a
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o
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t
pu
t
s
f
r
o
m
i
n
d
i
v
i
dua
l
r
u
l
e
s
[
28]
-
[
30
]
.
T
h
e
i
nf
e
r
e
n
c
e
r
e
s
u
l
t
s
o
f
e
a
c
h
r
ul
e
a
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e
x
p
l
i
c
i
t
ly
(
s
t
r
i
c
t
l
y
)
pr
ovi
de
d
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n
a
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c
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w
i
t
h
t
h
e
α
-
pr
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di
c
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t
e
(
f
i
r
e
po
we
r
)
,
a
n
d
t
h
e
f
i
na
l
r
e
s
u
l
t
i
s
s
ubs
e
que
n
t
l
y
d
e
t
e
r
m
i
ne
d
by
a
we
i
g
h
t
e
d
a
v
e
r
a
ge
.
T
h
e
o
pe
r
a
t
i
o
n
a
l
p
h
a
s
e
s
o
f
t
h
e
T
s
uka
m
o
to
f
uz
z
y
:
a.
F
uz
z
if
i
c
a
t
i
o
n
i
s
t
h
e
pr
o
c
e
s
s
o
f
c
o
nv
e
r
t
i
n
g
s
y
s
t
e
m
i
nput
s
w
i
t
h
f
i
xe
d
v
a
l
ue
s
i
n
t
o
l
i
ngu
i
s
t
i
c
v
a
r
i
a
bl
e
s
by
ut
i
li
z
i
ng
m
e
m
be
r
s
hi
p
f
u
nc
t
i
o
ns
a
r
c
hi
ve
d
i
n
a
f
uz
z
y
kn
o
w
l
e
dge
ba
s
e
.
b.
T
h
e
e
s
t
a
bl
i
s
h
m
e
n
t
o
f
a
n
a
m
bi
guo
us
kn
o
wl
e
dg
e
b
a
s
e
(
R
u
l
e
i
s
I
F
T
HE
N)
,
t
h
a
t
i
s
t
y
p
i
c
a
ll
y
e
m
p
l
o
y
e
d
i
n
t
h
e
T
s
uka
m
o
to
f
uz
z
y
m
o
de
l
i
s
I
F
(
X
I
S
A
)
,
(
Y
I
S
B
)
,
a
n
d
(
Z
I
S
C
)
,
wh
e
r
e
A
,
B
,
a
n
d
C
a
r
e
f
uz
z
y
s
e
t
s
,
f
uz
z
y
r
u
l
e
s
i
n
I
F
w
i
ll
c
o
nn
e
c
t
m
o
r
e
t
h
a
n
o
n
e
pr
e
m
i
s
e
,
a
n
d
r
ul
e
s
i
n
T
HE
N
wi
ll
c
o
nn
e
c
t
m
o
r
e
t
h
a
n
o
n
e
c
o
n
c
l
u
s
i
o
n
.
T
h
e
y
c
a
n
us
e
c
o
nj
u
n
c
t
i
o
n
s
t
a
t
e
m
e
n
t
s
(
A
ND
)
o
r
di
s
j
u
n
c
t
i
o
n
s
t
a
t
e
m
e
n
t
s
(
OR
)
,
or
b
ot
h
[
31]
.
c.
T
h
e
i
nf
e
r
e
n
c
e
e
n
g
i
ne
i
s
a
pr
o
c
e
s
s
t
h
a
t
e
m
p
l
o
y
s
t
h
e
M
I
N
i
m
p
li
c
a
t
i
o
n
f
u
n
c
t
i
o
n
to
de
t
e
r
m
i
ne
t
h
e
α
-
pr
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di
c
a
t
e
v
a
l
ue
f
o
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e
a
c
h
R
u
l
e
(
α
1,
α
2,
α
3,
…
α
n
)
[
24]
.
Ne
x
t
,
t
h
e
pr
e
c
i
s
e
i
nf
e
r
e
nc
e
r
e
s
u
l
t
f
o
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e
a
c
h
R
u
l
e
(
z
1
,
z
2,
z
3,
.
.
.
z
n
)
i
s
c
a
l
c
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l
a
t
e
d
us
i
n
g
e
a
c
h
α
-
pr
e
d
i
c
a
t
e
v
a
l
ue
.
d.
De
f
uz
z
if
i
c
a
t
i
o
n
,
by
u
s
i
ng
t
h
e
a
v
e
r
a
ge
(
we
i
g
h
t
a
v
e
r
a
ge
)
w
i
t
h
t
h
e
f
o
r
m
u
l
a
:
∗
1
1
+
2
2
1
+
2
a
n
d
us
e
t
h
e
c
e
n
t
e
r
a
r
e
a
m
e
t
h
o
d
wi
t
h
t
h
e
f
o
r
m
u
l
a
:
∗
Σ
∗
zi
Σ
[
26]
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t
J
I
n
f
&
C
o
m
m
u
n
T
e
c
hn
o
l
I
S
S
N:
2252
-
8776
A
pplying
f
uz
z
y
T
s
uk
amoto
me
thod
to
impr
ov
e
pr
oduc
ti
on
e
ff
icie
nc
y
…
(
M
oc
h
T
au
f
ik
)
359
3.
RE
S
UL
T
S
AN
D
DI
S
CU
S
S
I
ON
T
h
e
a
pp
li
c
a
t
i
o
n
o
f
t
h
e
f
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z
y
T
s
uka
m
o
t
o
m
e
t
ho
d
i
n
t
hi
s
s
t
udy
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s
s
f
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ll
y
de
m
o
n
s
t
r
a
t
e
d
i
t
s
c
a
pa
bi
li
t
y
t
o
pr
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di
c
t
o
p
t
i
m
a
l
pr
o
duc
t
i
o
n
qua
n
t
i
t
i
e
s
i
n
m
a
n
u
f
a
c
t
ur
i
n
g,
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ddr
e
s
s
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ng
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n
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e
r
t
a
i
n
t
i
e
s
i
n
de
m
a
n
d
a
n
d
i
nve
n
t
o
r
y
da
t
a
.
T
h
e
s
y
s
t
e
m
c
a
l
c
u
l
a
t
e
d
a
pr
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duc
t
i
o
n
v
a
l
ue
o
f
6,
118
uni
t
s
f
o
r
s
pe
c
i
f
i
c
i
nput
s
(
de
m
a
nd:
5,
000
uni
t
s
;
i
nve
n
t
or
y
:
950
u
ni
t
s
)
,
s
h
o
wc
a
s
i
ng
i
t
s
a
da
p
t
a
bi
li
t
y
a
n
d
a
c
c
ur
a
c
y
.
T
h
e
s
e
f
i
nd
i
n
g
s
a
li
g
n
w
i
t
h
pr
e
vi
o
us
r
e
s
e
a
r
c
h
e
m
p
h
a
s
i
z
i
ng
t
h
e
a
dva
n
t
a
ge
s
o
f
f
uz
z
y
l
o
g
ic
i
n
m
a
na
g
i
n
g
a
m
b
i
gu
i
t
y
i
n
pr
o
duc
t
i
o
n
s
y
s
t
e
m
s
,
l
e
a
d
i
n
g
t
o
im
pr
o
v
e
d
de
c
i
s
i
o
n
-
m
a
k
i
n
g
c
o
m
pa
r
e
d
t
o
c
o
n
ve
n
t
i
o
n
a
l
m
e
t
h
o
ds
.
T
h
e
m
e
t
h
o
d
e
nh
a
nc
e
s
m
a
n
u
f
a
c
t
ur
i
n
g
e
f
f
i
c
i
e
nc
y
by
r
e
duc
i
ng
c
o
s
t
s
,
m
i
n
im
i
z
i
ng
wa
s
t
e
,
a
n
d
o
p
t
i
mi
z
i
ng
r
e
s
o
ur
c
e
s
.
H
o
we
v
e
r
,
i
t
s
r
e
l
i
a
n
c
e
o
n
a
c
c
ur
a
t
e
i
nput
da
t
a
a
n
d
c
o
m
put
a
t
i
o
na
l
de
m
a
n
ds
po
s
e
s
l
im
it
a
t
i
o
n
s
t
h
a
t
f
ut
ur
e
r
e
s
e
a
r
c
h
c
o
u
l
d
a
ddr
e
s
s
by
i
nc
o
r
po
r
a
t
i
n
g
a
dd
i
t
i
o
n
a
l
v
a
r
i
a
bl
e
s
o
r
hy
b
r
i
d
t
e
c
hni
que
s
to
i
m
pr
ov
e
i
t
s
pe
r
f
o
r
m
a
n
c
e
i
n
c
o
m
p
l
e
x
e
nvi
r
o
nm
e
n
t
s
.
B
e
l
o
w
i
s
a
n
e
x
a
m
p
l
e
o
f
t
h
e
r
e
s
u
l
t
s
o
f
t
h
e
r
e
s
e
a
r
c
h
c
o
n
duc
t
e
d.
F
i
g
u
r
e
3
s
h
ow
s
th
e
p
r
od
u
c
ti
on
v
a
l
u
e
c
a
l
c
ul
a
t
i
on
s
y
s
te
m
i
n
te
r
f
a
c
e
u
s
i
n
g
th
e
f
u
z
z
y
T
s
u
k
a
m
o
t
o
m
e
th
o
d
.
T
h
i
s
s
h
ow
s
a
n
e
x
a
m
pl
e
w
h
e
r
e
a
u
s
e
r
e
n
te
r
s
a
d
e
m
a
n
d
v
a
l
u
e
of
5
,
0
0
0
a
n
d
a
n
i
n
v
e
n
t
or
y
v
a
l
u
e
of
9
5
0
.
T
h
e
s
y
s
tem
p
r
oc
e
s
s
e
s
th
e
s
e
i
n
p
u
ts
u
s
i
n
g
f
u
z
z
y
l
og
i
c
r
u
l
e
s
t
o
p
r
e
d
i
c
t
o
p
ti
m
a
l
p
r
o
d
u
c
ti
on
q
u
a
n
ti
ti
e
s
,
d
e
m
on
s
tr
a
ti
n
g
i
ts
a
b
i
l
i
t
y
t
o
h
a
n
dl
e
v
a
r
i
a
b
i
l
i
t
y
a
n
d
p
r
ov
i
d
e
a
c
c
u
r
a
t
e
d
e
c
i
s
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S
[
1]
G
.
J
.
L
ong,
B
.
H
.
L
in
,
H
.
X
.
C
a
i,
a
nd
G
.
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.
N
o
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di
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C
om
put
e
r
Sc
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e
nc
e
,
v
o
l.
166,
pp.
486
–
490,
2020,
do
i:
10.1016/j
.p
r
oc
s
.2020.02.060.
[
2]
A
.
R
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.
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.
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obot
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s
and
C
om
put
e
r
-
I
nt
e
gr
at
e
d
M
anuf
ac
tu
r
in
g
,
v
o
l.
57,
no
.
J
une
2018,
pp.
315
–
328,
2019,
do
i:
10.1016/j
.
r
c
im
.2018.12.0
15.
Evaluation Warning : The document was created with Spire.PDF for Python.
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N:
2252
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A
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s
uk
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me
thod
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pr
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nc
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…
(
M
oc
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T
au
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)
363
[
3]
A
.
L
.
S
z
e
jk
a
,
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.
C
.
J
uni
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ndus
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our
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of
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ndus
tr
ia
l
I
n
f
or
m
at
io
n
I
nt
e
gr
at
io
n
,
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.
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,
Q
.
L
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.
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,
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.
21
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.
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[
5]
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.
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o
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A
.
P
.
S
ta
uda
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he
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oc
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di
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C
om
p
ut
e
r
Sc
ie
nc
e
,
v
o
l.
232,
n
o
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G
.
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a
tt
o
r
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o
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.
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.
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e
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nd
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.
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,
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di
a
C
om
put
e
r
Sc
ie
n
c
e
, v
o
l.
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–
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i:
10.
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6/
j.
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c
s
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D
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upt
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,
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.
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h
o
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.
S
om,
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ph
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nf
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m
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n
Sc
ie
nc
e
s
,
vo
l.
675,
n
o
.
J
ul
y
2
023,
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10.1016/j
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Q
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H
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D
o
,
V
.
T
.
T
r
a
n,
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nd
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.
T
.
T
r
a
n,
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ti
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uz
z
y
T
O
P
S
I
S
m
e
th
o
ds
,
”
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e
li
y
on
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l.
10, n
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e
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[
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R
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S
ir
e
ga
r
,
M
.
Z
a
r
li
s
,
a
nd
Z
.
S
it
umo
r
a
ng,
“
T
s
uka
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o
t
o
’
s
f
u
z
z
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t
c
a
e
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a
r
e
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n
o
r
n
o
r
ma
l
de
li
ve
r
y
,
”
M
E
C
nI
T
2020
-
I
nt
e
r
nat
io
nal
C
onf
e
r
e
nc
e
on
M
e
c
hani
c
al
,
E
le
c
tr
oni
c
s
,
C
o
m
put
e
r
,
and
I
ndus
t
r
ia
l
T
e
c
hno
lo
gy
,
no
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e
pt
e
mb
e
r
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G
.
G
a
y
a
th
r
i,
S
.
M
a
th
e
w
,
a
nd
J
.
N
.
M
o
r
de
s
o
n,
“
L
e
ga
l
f
u
z
z
y
i
nc
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e
nc
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oc
ks
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nd
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ti
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ti
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to
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a
te
r
di
s
tr
ib
ut
i
o
n
n
e
tw
o
r
ks
,
”
F
uz
z
y
Se
ts
and
Sy
s
te
m
s
,
vo
l.
489,
n
o
.
A
ugus
t
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A
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A
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M
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to
p
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,
M
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N
.
A
s
la
m,
W
.
A
ndr
ia
ni
,
a
nd
G
.
G
una
w
a
n,
“
A
ppl
ic
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ti
o
n
of
f
u
z
z
y
ts
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o
me
th
o
d
in
f
or
e
c
a
s
ti
ng
w
e
a
th
e
r
,
”
J
ur
nal
M
andi
r
i
I
T
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S
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S
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r
e
j
o
,
M
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A
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F
ir
ma
ns
y
a
h,
Z
.
A
r
i
f
,
a
nd
G
.
G
una
w
a
n,
“
I
mpl
e
m
e
nt
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ti
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n
o
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th
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u
z
z
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T
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o
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o
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th
o
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t
o
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te
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mi
n
e
th
e
a
mo
unt
of
b
e
ve
r
a
g
e
pr
o
du
c
ti
o
n,
”
J
ur
nal
M
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I
T
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S
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R
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ta
nt
o
,
“
E
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n
c
in
g
S
c
h
o
la
r
s
hi
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r
e
c
ip
ie
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t
s
e
l
e
c
ti
o
n:
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f
uz
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o
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uppor
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il
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z
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g
th
e
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u
ka
m
o
t
o
me
th
o
d,
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I
nt
e
r
nat
io
nal
J
our
nal
of
E
nt
e
r
pr
i
s
e
M
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ua
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Y
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tt
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na
,
A
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iz
a
ni
,
a
nd
Y
us
w
a
r
di
,
“
I
nv
e
s
t
me
nt
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is
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o
n
ma
ki
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u
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g
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uka
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t
o
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u
z
z
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c
,
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I
nt
e
r
nat
io
nal
J
our
nal
Sof
tw
ar
e
E
ngi
ne
e
r
in
g
and
C
om
put
e
r
Sc
ie
nc
e
(
I
J
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C
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R
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B
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R
a
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a
n
a
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P
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“
T
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c
o
n
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e
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ua
l
f
r
a
m
e
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k
of
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n
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nni
ng
o
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im
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g
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z
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e
s
y
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te
m
w
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h
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s
uka
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o
t
o
,
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I
nt
e
r
nat
io
nal
J
our
nal
of
I
ndus
tr
ia
l
M
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e
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M
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K
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U
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K
r
a
w
c
z
y
k,
K
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M
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W
ój
c
ic
ka
,
a
nd
P
.
M
.
W
ój
c
ic
k
i,
“
O
n
f
uz
z
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o
r
d
e
r
in
f
uz
z
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ba
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e
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o
n
t
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n
o
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m
f
u
z
z
y
a
r
it
hme
ti
c
,
”
F
uz
z
y
Se
ts
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s
te
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J
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,
S
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S
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a
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X
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Z
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n
g,
“
M
u
l
ti
gr
a
n
ul
a
t
i
on
va
r
ia
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e
-
s
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l
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or
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or
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t
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on,
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I
nf
or
m
a
ti
on
S
c
i
e
n
c
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s
,
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76
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a
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a
r
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78
9,
2
02
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4.
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X
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Z
o
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J
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D
a
i,
“
M
ul
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u
z
z
y
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-
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ov
e
r
in
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us
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ur
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le
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ti
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n,
”
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or
m
at
io
n
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D
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r
d
e
t
e
c
ti
o
n
f
or
h
e
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e
r
o
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e
ne
ous
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ta
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ia
f
u
z
z
y
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ove
r
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g,
”
E
x
pe
r
t
Sy
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Z
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M
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D
e
ve
c
i,
“
A
r
e
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in
e
d
tw
o
-
s
ta
ge
f
uz
z
y
h
y
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id
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is
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o
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ma
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uppor
t
f
r
a
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o
r
e
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g
l
o
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is
ti
c
s
a
nd
ma
nuf
a
c
tu
r
in
g
in
te
g
r
a
ti
o
n,
”
A
dv
an
c
e
d
E
ngi
ne
e
r
in
g
I
nf
o
r
m
at
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,
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uz
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y
T
s
uka
m
o
t
o
im
pl
e
me
nt
a
ti
o
n
o
n
in
t
e
r
n
e
t
of
th
in
gs
to
c
o
nt
r
o
l
f
l
oo
di
ng,
”
J
ur
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T
r
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or
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I
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ns
y
a
h, a
nd F
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ho
li
d,
“
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a
ta
a
c
qu
is
it
io
n
i
n d
e
t
e
r
mi
ni
ng
l
a
b w
or
k a
s
s
e
s
me
nt
r
a
n
ki
ng
us
in
g
f
uz
z
y
a
na
l
y
ti
c
hi
e
r
a
r
c
h
y
p
r
o
c
e
s
s
(
F
A
H
P
)
,
”
in
P
r
oc
e
e
di
ngs
-
2019
I
nt
e
r
nat
io
nal
Se
m
in
ar
on
A
ppl
ic
at
io
n
f
or
T
e
c
hnol
og
y
o
f
I
nf
or
m
at
io
n
and
C
om
m
uni
c
at
io
n:
I
ndus
tr
y
4.0:
R
e
tr
os
pe
c
t,
P
r
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pe
c
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Z
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W
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D
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v
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c
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