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Scenario-based modeling and solving research on robust weapon project planning problems 被引量:3

Scenario-based modeling and solving research on robust weapon project planning problems
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摘要 Weapon project planning(WPP) plays a critical role in the process of national defense development and establishment of the future national defense force. WPP faces the backgrounds of various uncertainties, intense inter-influence of weapon systems and involves modelling, assessment, and optimization procedures.The contents of this paper are mainly divided into three parts: first,the WPP processes are analyzed, and related elements are formulated to transform the qualitative problem to mathematics form;second, the value evaluation model of WPP solutions is proposed based on two criteria of total capability gap and total capability dispersion; third, two robustness optimization models are constructed based on the absolute robustness criterion and the robustness deviation criterion to support the robustness optimization process under multi-scenario. Finally, a case is studied to examine the feasibility and effectiveness of the proposed models and approaches. Weapon project planning(WPP) plays a critical role in the process of national defense development and establishment of the future national defense force. WPP faces the backgrounds of various uncertainties, intense inter-influence of weapon systems and involves modelling, assessment, and optimization procedures.The contents of this paper are mainly divided into three parts: first,the WPP processes are analyzed, and related elements are formulated to transform the qualitative problem to mathematics form;second, the value evaluation model of WPP solutions is proposed based on two criteria of total capability gap and total capability dispersion; third, two robustness optimization models are constructed based on the absolute robustness criterion and the robustness deviation criterion to support the robustness optimization process under multi-scenario. Finally, a case is studied to examine the feasibility and effectiveness of the proposed models and approaches.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第1期85-99,共15页 系统工程与电子技术(英文版)
基金 supported by the National Social Science Foundation of China(15GJ003-278) the National Natural Science Foundation of China(71501182)
关键词 WEAPON project planning (WPP) uncertainty ROBUSTNESS MULTI-STAGE scenario. weapon project planning(WPP) uncertainty robustness multi-stage scenario
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