基于异质网络的装备体系组合发展规划问题

打开文本图片集

中图分类号：TP391.9 文献标志码：A DOI：10.12305/j.issn.1001-506X.2025.03.17

Portfolio of weapon system-of-systems based on heterogeneous information networks

CHEN Xiarong，LI Jichao＊，CHEN Gang，LIU Peng，JIANG Jiang （School of Systems Engineering，National Uniuersityof Defense Technology，Changsha 4l0o73，China）

Abstract：Portfolio of weapon system-of-systems（WSoS） is a complex systems engineering task，bearing significant military implications and research value.This paper considers the complexity and the corelations of the WSoS，and from the perspectiveof the system-of-systems，proposes a WSoS portfolio development method， which provides an idea for the equipment development demonstration.Firstly，based onthe interrelationshipsof various types of weapons，this paper constructs a heterogeneous information network model of weapons and extracts thefunctional chains，providinga foundation forsubsequent models.Secondly，considering theuncertainties in portfolio of WSoS，a multi-stage portfolio of WSoS model is established.Then，a double deep Q network（Double DQN）algorithmis designed to solve the model.Finaly，taking anexample of a WSoS development planning，a demonstration calculation is carried out to verify the efectiveness and feasibility of the proposed method.

Keywords：weapon portfolio；heterogeneous information network；deep reinforcement learning；weapon development planning

0 引言

不同于以往的作战样式，现代智能化和信息化作战更加注重装备体系整体力量的发挥。（剩余13756字）