Title :
A Novel Bi-level Programming Model for Capabilities-based Weapon System of Systems Planning
Author :
Ben Cheng ; Tan, Xu ; Tan, Yue-jin ; Lu, Yan-jing ; Wang, Peng
Author_Institution :
Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
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.
Keywords :
decision theory; defence industry; mathematical programming; military computing; planning; resource allocation; systems analysis; vectors; weapons; SPEA2-based algorithm; bilevel programming model; capabilities-based weapon system of systems planning; capability maximization; capability-project relationship; decision vector; defense domain; mission-capability relationship; relationship analysis; resources allocation; trilevel mission-capability-project analysis framework; Mathematical model; Modeling; Planning; Programming; Resource management; Space missions; Weapons; Capabilities-based planning; SPEA2; bi-level programming; weapon system of systems;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2011 Fourth International Symposium on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-1085-8
DOI :
10.1109/ISCID.2011.74