TY - GEN
T1 - A novel bi-level programming model for capabilities-based weapon system of systems planning
AU - Cheng, Ben
AU - Tan, Xu
AU - Tan, Yue Jin
AU - Lu, Yan Jing
AU - Wang, Peng
PY - 2011
Y1 - 2011
N2 - Capabilities-based weapon system of systems planning (CBWSoSP) problem is widely researched in defense domain nowadays. To solve this problem, a tri-level mission-capability-project analysis framework is proposed. This framework mainly focuses on relationship analyses, which are mission-capability relationship and capability-project relationship. Then a bi-level programming model is presented to solve CBWSoSP problem. In the upper layer of the model, the objectives are maximizing the possibilities of mission achievement with the amount of resources as decision vectors. In the lower layer, the maximization of capabilities is formulated as objective functions with resources allocation as decision vectors. A SPEA2-based algorithm is used to solve the model under some hypothesis. The difficulty of the model building in real world and future work are discussed finally.
AB - Capabilities-based weapon system of systems planning (CBWSoSP) problem is widely researched in defense domain nowadays. To solve this problem, a tri-level mission-capability-project analysis framework is proposed. This framework mainly focuses on relationship analyses, which are mission-capability relationship and capability-project relationship. Then a bi-level programming model is presented to solve CBWSoSP problem. In the upper layer of the model, the objectives are maximizing the possibilities of mission achievement with the amount of resources as decision vectors. In the lower layer, the maximization of capabilities is formulated as objective functions with resources allocation as decision vectors. A SPEA2-based algorithm is used to solve the model under some hypothesis. The difficulty of the model building in real world and future work are discussed finally.
KW - Capabilities-based planning
KW - SPEA2
KW - bi-level programming
KW - weapon system of systems
UR - http://www.scopus.com/inward/record.url?scp=83455225405&partnerID=8YFLogxK
U2 - 10.1109/ISCID.2011.74
DO - 10.1109/ISCID.2011.74
M3 - Conference contribution
AN - SCOPUS:83455225405
SN - 9780769545004
T3 - Proceedings - 2011 4th International Symposium on Computational Intelligence and Design, ISCID 2011
SP - 266
EP - 269
BT - Proceedings - 2011 4th International Symposium on Computational Intelligence and Design, ISCID 2011
T2 - 2011 4th International Symposium on Computational Intelligence and Design, ISCID 2011
Y2 - 28 October 2011 through 30 October 2011
ER -