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New biomimetic approach for multi-objective optimization decision-making of collaborative gear hobbing and grinding: 《Frontiers of Mechanical Engineering》2024年第6期53-68,共16页Hengxin NI Jianpeng ZHAO Ximing ZHU Yang YANG Yifan LIU Qing LI; supported by the Natural Science Research Project of Anhui Educational Committee,China(Grant No.2023AH050999);the Anhui Agricultural University Talent Research Funding Project,China(Grant No.rc412302);the National Natural Science Foundation of China(Grant No.52205079).; Multiple process variable parameters such as cutting parameters,tool parameters,and machine tool parameters in gear hobbing and subsequent gear grinding processes directly affect gear machining accuracy and efficiency...; 关键词：gear hobbing gear grinding multi-objective grasshopper optimization decision-makin information entropy-TOPSIS

Imitation Learning Based Real-time Decision-making of Microgrid Economic Dispatch Under Multiple Uncertainties: 《Journal of Modern Power Systems and Clean Energy》2024年第4期1183-1193,共11页Wei Dong Fan Zhang Meng Li Xiaolun Fang Qiang Yang; supported in part by the National Natural Science Foundation of China(No.52177119).; The intermittency of renewable energy generation,variability of load demand,and stochasticity of market price bring about direct challenges to optimal energy management of microgrids.To cope with these different forms...; 关键词：Energy management imitation learning datadriven decision economic dispatch

Multi-UAV cooperative maneuver decision-making for pursuitevasion using improved MADRL: 《Defence Technology（防务技术）》2024年第5期187-197,共11页Delin Luo Zihao Fan Ziyi Yang Yang Xu; supported in part by the National Key Laboratory of Air-based Information Perception and Fusion and the Aeronautical Science Foundation of China (Grant No. 20220001068001);National Natural Science Foundation of China (Grant No.61673327);Natural Science Basic Research Plan in Shaanxi Province,China (Grant No. 2023-JC-QN-0733);China IndustryUniversity-Research Innovation Foundation (Grant No. 2022IT188)。; Aiming at the problem of multi-UAV pursuit-evasion confrontation, a UAV cooperative maneuver method based on an improved multi-agent deep reinforcement learning(MADRL) is proposed. In this method, an improved Comm Net...; 关键词：Reinforcement learning UAV Maneuver decision GRU Cooperative control

Traffic signal control in mixed traffic environment based on advance decision and reinforcement learning: 《Transportation Safety and Environment》2022年第4期96-106,共11页Yu Du Wei ShangGuan Linguo Chai; Science&Technology Research and Development Program of China Railway(Grant No.N2021G045);the Beijing Municipal Natural Science Foundation(Grant No.L191013);the Joint Funds of the Natural Science Foundation of China(Grant No.U1934222).; Reinforcement learning-based traffic signal control systems (RLTSC) can enhance dynamic adaptability, save vehicle travelling timeand promote intersection capacity. However, the existing RLTSC methods do not consider ...; 关键词：Adaptive traffic signal control mixed traffic flow control advance decision-making reinforcement learning

Multi-granularity decision rough set attribute reduction algorithm under quantum particle swarm optimization被引量：1: 《IET Cyber-Systems and Robotics》2022年第1期25-37,共13页Xuxu Yang Xueen Wang Jie Kang; Education Department of Shaanxi Province,Grant/Award Number:16JK1094。; The existing attribute reductions are carried out using equivalence relations under a complete information system,and there is less research on attribute reductions of incomplete information systems with new theoretic...; 关键词：DATA-MINING DECISION-MAKING MULTI-AGENTS

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

A study on preterm birth predictions using physiological signals,medical health record information and low-dimensional embedding methods被引量：1: 《IET Cyber-Systems and Robotics》2021年第3期228-244,共17页Ejay Nsugbe Oluwarotimi William Samuel Ibrahim Sanusi Mojisola Grace Asogbon Guanglin Li; Preterm births have been seen to have psychological and financial implications;current surveys suggest that amongst the various methods of preterm prediction,there is yet to exist a reliable and standard means of pred...; 关键词：CYBERNETICS DECISION-MAKING decision-tree classifier machine intelligence machine learning sensor fusion

Researchers Discover the Neural Circuit Mechanism Underlying an Intelligent and Flexible Decision-Making Behavior: 《Bulletin of the Chinese Academy of Sciences》2021年第2期112-114,共3页XU Ninglong; A recent study published in Neuron unraveled the computational mechanism of a specifically defined neural circuit in the cerebral cortex underlying the rule-based flexible decision-making behavior.This work was perfor...; 关键词：BEHAVIOR LYING DECISION

Understanding the Impact of Economic Crisis on the Distribution of Organizational Decision-Making Authority: 《Management Studies》2020年第5期390-407,共18页Murat Onuk; Understanding the dynamics of decision making in the right way is an important problem for the management of organizations.In today’s business life organizations are becoming more complex,and the environments they ar...; 关键词：DECISION DECISION-MAKING decision-making authority management levels organizational structure complexity strategic management economic crisis

Causal contributions of parietal cortex to perceptual decision-making during stimulus categorization: 《Science Foundation in China》2019年第3期33-33,共1页; With the support by the National Natural Science Foundation of China and the Chinese Academy of Sciences,the research team led by Dr.Xu NingLong(徐宁龙)at the Institute of Neuroscience,State Key Laboratory of Neurosci...; 关键词：DECISION clarified CONTRIBUTIONS

DECISION-MAKING