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Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者:
Xiao Xue
;
Deyu Zhou
;
Xiangning Yu
;
Gang Wang
;
Juanjuan Li
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浏览/下载:0/0
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提交时间:2024/03/18
Agent-based modeling
computational experiments
cyber-physical-social systems (CPSS)
generative deduction
generative experiments
meta model
Network-Wide Traffic Signal Control Based on MARL With Hierarchical Nash-Stackelberg Game Model
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 145085-145100
作者:
Shen, Hui
;
Zhao, Hongxia
;
Zhang, Zundong
;
Yang, Xun
;
Song, Yutong
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浏览/下载:0/0
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提交时间:2024/02/22
Games
Roads
Approximation algorithms
Q-learning
Multi-agent systems
Process control
Optimization
Reinforcement learning
Traffic control
Network-wide traffic signal control
hierarchical game model
multi-agent reinforcement learning
Defining Household Typologies Based on Cropland Use Behaviors for Rural Human-Environment Systems Simulation Research: A Case Study in Southwest China
期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 卷号: 19, 期号: 10, 页码: 15
作者:
Li, Ming
;
Wang, Yukuan
;
Tian, Congshan
;
Yang, Liang Emlyn
;
Hossain, Md Sarwar
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  |  
浏览/下载:23/0
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提交时间:2022/08/23
household typology
multivariate analysis techniques
household decision-making
agent-based model
rural environment protection
Distributed Robust Containment Control of Linear Heterogeneous Multi-Agent Systems: An Output Regulation Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 864-877
作者:
Wenchao Huang
;
Hailin Liu
;
Jie Huang
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浏览/下载:32/0
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提交时间:2022/04/24
Containment control
internal model principle
multi-agent systems
observer technique
output regulation
Computational Experiments for Complex Social System Part II: The Evaluation of Computational Models
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 13
作者:
Lu, Min
;
Chen, Shizhan
;
Xue, Xiao
;
Wang, Xiao
;
Zhang, Yufang
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浏览/下载:34/0
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提交时间:2022/01/27
Capability maturity model
Computational modeling
Biological system modeling
Epidemics
Analytical models
Complex systems
COVID-19
Agent-based modeling
computational experiments
computational models
COVID-19
model evaluation
Exploring the impacts of the inequality of water permit allocation and farmers' behaviors on the performance of an agricultural water market
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 599, 页码: 16
作者:
Du, Erhu
;
Cai, Ximing
;
Wu, Feng
;
Foster, Timothy
;
Zheng, Chunmiao
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浏览/下载:21/0
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提交时间:2021/11/05
Water permit allocation
Gini coefficient
Agent-based model
Farmers' behaviors
Agricultural water market
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
作者:
Ye, Peijun
;
Chen, Yuanyuan
;
Zhu, Fenghua
;
Lv, Yisheng
;
Lu, Wanze
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浏览/下载:43/0
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提交时间:2022/01/27
Calibration
Computational modeling
Mathematical model
Machine learning
Aggregates
Optimization
Bayes methods
Agent-based model (ABM)
calibration
Markovian process
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2372-2383
作者:
Wei, Qinglai
;
Li, Hongyang
;
Yang, Xiong
;
He, Haibo
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浏览/下载:63/0
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提交时间:2021/06/07
Optimal control
Nonlinear systems
Decentralized control
Mathematical model
Convergence
Multi-agent systems
Adaptive dynamic programming (ADP)
approximate dynamic programming
distributed policy iteration
nonlinear systems
optimal control
Resilience Against Replay Attacks: A Distributed Model Predictive Control Scheme for Networked Multi-Agent Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 628-640
作者:
Giuseppe Franzè
;
Francesco Tedesco
;
Domenico Famularo
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浏览/下载:26/0
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提交时间:2021/04/09
Distributed model predictive control
leader-follower networks
multi-agent systems
replay attacks
resilient control
Consolidating the layout of rural settlements using system dynamics and the multi-agent system
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 274, 页码: 17
作者:
Huang, Qiang
;
Song, Wei
;
Song, Ci
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浏览/下载:34/0
  |  
提交时间:2021/03/16
Rural settlement consolidation
Spatial optimization
Multi-agent system
System dynamics model
Jizhou district
Tianjin
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