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UAV maneuvering decision-making algorithm based on deep reinforcement learning under the guidance of expert experience: 《Journal of Systems Engineering and Electronics》2024年第3期644-665,共22页ZHAN Guang ZHANG Kun LI Ke PIAO Haiyin; supported by the Key Research and Development Program of Shaanxi (2022GXLH-02-09);the Aeronautical Science Foundation of China (20200051053001);the Natural Science Basic Research Program of Shaanxi (2020JM-147)。; Autonomous umanned aerial vehicle(UAV) manipulation is necessary for the defense department to execute tactical missions given by commanders in the future unmanned battlefield. A large amount of research has been devo...; 关键词：unmanned aerial vehicle(UAV) maneuvering decision-making autonomous air-delivery deep reinforcement learning reward shaping expert experience

A multi-enterprise quality function deployment paradigm with unstructured decision-making in linguistic contexts被引量：2: 《Journal of Systems Engineering and Electronics》2023年第4期966-980,共15页PENG Jian’gang XIA Guang SUN Baoqun WANG Shaojie; supported by the National Key Research and Development Program of China(2016YFD0700605);the National Natural Science Foundation of China(51875151);Hefei Municipal Natural Science Foundation(2021029)。; This paper presents an operational framework of unstructured decision-making approach involving quality function deployment(QFD)in an uncertain linguistic context.Firstly,QFD is extended to the multi-enterprise paradi...; 关键词：DECISION-MAKING quality function deployment(QFD) UNCERTAINTY fuzzy set

UAV cooperative air combat maneuver decision based on multi-agent reinforcement learning被引量：19: 《Journal of Systems Engineering and Electronics》2021年第6期1421-1438,共18页ZHANG Jiandong YANG Qiming SHI Guoqing LU Yi WU Yong; supported by the Aeronautical Science Foundation of China(2017ZC53033);the Seed Foundation of Innovation and Creation for Graduate Students in Northwestern Polytechnical University(CX2020156)。; In order to improve the autonomous ability of unmanned aerial vehicles(UAV)to implement air combat mission,many artificial intelligence-based autonomous air combat maneuver decision-making studies have been carried ou...; 关键词：DECISION-MAKING air combat maneuver cooperative air combat reinforcement learning recurrent neural network

Decision-making approach by employing grey incidence analysis and group negotiation: 《Journal of Systems Engineering and Electronics》2019年第4期760-769,共10页LIU Yong LI Jiao ZHANG Renshi; supported by the National Natural Science Foundation of China(71503103);the Humanities and Social Sciences of Education Ministry(17YJC640233);the Jiangsu Province University Philosophy and Social Sciences for Key Research Program(2017ZDIXM034);the Soft Science Foundation of Jiangsu Province(BR2018005);the Natural Science Foundation of Jiangsu Province(BK20150157);the Fundamental Research Funds for the Central Universities(2019JDZD06);the Key Soft Science Foundation of Wuxi(KX-18-B01); For the problems of the consistency ranking of the group decision-making scheme,from the view of group negotiation and system coordination,the grey incidence analysis and Nash bargaining model are used to establish a ...; 关键词：GROUP DECISION-MAKING GROUP NEGOTIATION system COORDINATION GREY INCIDENCE analysis

Dynamic hesitant fuzzy linguistic group decision-making from a reliability perspective: 《Journal of Systems Engineering and Electronics》2018年第5期1009-1021,共13页MA Zhenzhen PONNAMBALAM Kumaraswamy ZHU Jianjun ZHANG Shitao; supported by the National Natural Science Foundation of China(71171112; 71502073; 71601002);the Scientific Innovation Research of College Graduates in Jiangsu Province(KYZZ150094);the Anhui Provincial Natural Science Foundation(1708085MG168); A dynamic hesitant fuzzy linguistic group decisionmaking(DHFLGDM) problem is studied from the perspective of information reliability based on the theory of hesitant fuzzy linguistic term sets(HFLTSs). First, an approa...; 关键词：dynamic decision-making hesitant fuzzy linguistic term sets(HFLTSs) proportional linguistic terms group similarity degree of certainty

Analysis on decision-making model of plan evaluation based on grey relation projection and combination weight algorithm被引量：11: 《Journal of Systems Engineering and Electronics》2018年第4期789-796,共8页ZHANG Zhicai CHEN Li; supported by the Education Science Fund of the Military Science Institute of Beijing,China(2015JY320); In military service joint operations, when there are more operational forces, more multifarious materials are consumed, the support is more complex and fuzzy, the deployment of personnel is more rapid, and the support...; 关键词：method for grey relation projection decision-making military supply power in war deployment plan optimization ana-lytic hierarchy process （AHP） rough entropy method

Intervention decision-making in MAV/UAV cooperative engagement based on human factors engineering被引量：10: 《Journal of Systems Engineering and Electronics》2018年第3期530-538,共9页ZHONG Yun YAO Peiyang WAN Lujun YANG Juan; supported by the National Natural Science Foundation of China(61573017);the Doctoral Foundation of Air Force Engineering University(KGD08101604); Aiming at the intervention decision-making problem in manned/unmanned aerial vehicle（MAV/UAV） cooperative engagement, this paper carries out a research on allocation strategy of emergency discretion based on human f...; 关键词：manned/unmanned aerial vehicle（MAV/UAV） intervention decision-making human factors engineering structural description K-best algorithm variable neighborhood search algorithm

Distributed blackboard decision-making framework for collaborative planning based on nested genetic algorithm被引量：4: 《Journal of Systems Engineering and Electronics》2015年第6期1236-1243,共8页Yaozhong Zhang Lei Zhang Zhiqiang Du; supported by the National Aerospace Science Foundation of China(20138053038);the Graduate Starting Seed Fund of Northwestern Polytechnical University(Z2015111); A distributed blackboard decision-making framework for collaborative planning based on nested genetic algorithm （NGA） is proposed. By using blackboard-based communication paradigm and shared data structure, multiple...; 关键词：distributed collaborative planning BLACKBOARD decision maker （DM） nested genetic algorithm （NGA）.

Modeling of combined Bayesian networks and cognitive framework for decision-making in C2被引量：8: 《Journal of Systems Engineering and Electronics》2010年第5期812-820,共9页Li Wang Mingzhe Wang; supported by the National Natural Science Foundation of China (60874068); The command and control（C2） is a decision-making process based on human cognition,which contains operational,physical,and human characteristics,so it takes on uncertainty and complexity.As a decision support approac...; 关键词：Bayesian networks decision support cognitive framework command and control colored Petri nets.

Research on the self-defence electronic jamming decision-making based on the discrete dynamic Bayesian network被引量：6: 《Journal of Systems Engineering and Electronics》2008年第4期702-708,共7页Tang Zheng Gao Xiaoguang; the National Natural Science Fundation of China (10377014).; The manner and conditions of running the decision-making system with self-defense electronic jamming are given. After proposing the scenario of applying discrete dynamic Bayesian network to the decision making with se...; 关键词：self-defense electronic jamming discrete dynamic Bayesian network decision-making model

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