36
4
Vol.36, No.4
2016
4
Systems Engineering — Theory & Practice Apr., 2016
doi: 10.12011/1000-6788(2016)04-0989-14
: C393
:A
(DSM)
Æ
,
,
(
,
100083)
!
.
"
#
$
%
!
$&'
,
()*+,
(DSM)
-./0$
!
12
.
3
4
,
"
5
67
8 9:
,
;
DSM
<
0
=
!
;
5
"
>
#
?
$
@A BA
,
;
DSM
C&
%&
DE
;
5
FG
#
?
$
@A B
A
,
;
DSM
:H0)*
'
IC&
(
.
)
J
*
;
5K
L
+
DSM
M
*
;NL
+
,
(MDM)
9:
,-
,
O
.
P
*
Q%R
/
DSM
!
9:
0 S
0
TUV
12
T3
*
.
1
W
,
"
3
(
“
!
T
-DSM
4
X?
$
@Y
BA
-DSM
0
/
C&
”
Æ
Z [\$
]
,
^
(%
_3
4
T Y`
56
.
Æ
a[
;
!
$
;
;
9:
0
;
)*+,
(DSM);
NL
+
,
(MDM)
Progress in modeling and optimization for complex R&Dproject
based on design structure matrix
YANG Qing, L
¨
U Jiarui, KHERBACHI Sonia
(Sc hool of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China)
Abstract R&D projects are complex systems composed by process architecture, organization architecture
and product architecture. Firstly, we analyze the features, categories and causes of complexity in R&D
projects, and argue that the design structure matrix (DSM) is a quantitative tool to analyze complexity
effectively. Further, this paper summarizes the progress in modeling and optimization for complex R&D
projects based on DSM and elaborates it in the following frame: from modeling iteration and overlapping
in process architecture to sequencing optimization and simulation of process DSM; from measuring de-
pendencies between teams in organization architecture to identifying clustering criterion of organization
DSM; from estimating dependencies between components in product architecture to modularity design in
product DSM, as well as the evolution and development of DSM clustering algorithm; from modeling and
application in single domain DSM extending to multi-domain matrix (MDM). Finally, this paper proposes
an integrated analysis frame that is exploring complexity of system architecture, measuring dependencies
between elements in DSM and optimizing/clustering of DSM. Directions of future research in this field are
presented.
Keywords R&D project management; complexity analysis; system architectures; modeling and optimiza-
tion; design structure matrix (DSM); multi-domain matrix (MDM)
: 2015-04-20
bc
:
(1968–),
,
,
,
,
,
:
,
,
, E-mail: yangqing@
manage.ustb.edu.cn;
,
,
,
,
:
;
,
,
,
,
:
.
:
(71472013, 71528005)
Foundation item: National Natural Science Foundation of China (71472013, 71528005)
d
!
:
,
,
.
(DSM)
[J].
, 2016, 36(4): 989–1002.
" !
: Yang Q, L ¨u J R, Kherbachi S. Progress in modeling and optimization for complex R&D project based on design
structure matrix[J]. Systems Engineering — Theory & Practice, 2016, 36(4): 989–1002.
剩余13页未读，继续阅读
评论0