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城市智能模型(CIM)的概念及发展 被引量:53
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作者 吴志强 甘惟 +4 位作者 臧伟 马春庆 周竣 何珍 周新刚 《城市规划》 CSSCI CSCD 北大核心 2021年第4期106-113,118,共9页
2005年在上海世博会的规划设计过程中就曾研制并应用了上海世博园区智能模型(campus intelligent model),这一模型后被扩展应用到城市与城区范围,与城市的规划、建设、管理结合,衍生出城市智能模型(city intelligent model,CIM)的概念。... 2005年在上海世博会的规划设计过程中就曾研制并应用了上海世博园区智能模型(campus intelligent model),这一模型后被扩展应用到城市与城区范围,与城市的规划、建设、管理结合,衍生出城市智能模型(city intelligent model,CIM)的概念。CIM自提出以来,已逐步成为国内智慧城市研究的热点。本文以CIM概念的缘起及发展作为出发点,对CIM及其相关概念进行理论阐述;通过对CIM的批判性分析,系统地提出CIM的特征及其与其他技术之间的关联;在笔者团队历时14年开展的CIM研发与实践的基础上,梳理并凝练出四代CIM技术发展演变的过程,即从针对城市园区管理的中枢系统发展成为融合城市大脑、小脑及迷走神经系统的综合智能系统;进而结合我国当前发展的热点问题及宏观趋势,展望CIM发展的四个重点领域,探讨了未来技术的发展路径。 展开更多
关键词 城市智能模型 CIM 城市中枢 城市大脑 智能 城市治理
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A multi-objective model for cordon-based congestion pricing schemes with nonlinear distance tolls 被引量:1
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作者 孙鑫 刘志远 +3 位作者 THOMPSON Russell G 别一鸣 翁金贤 陈淑燕 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第5期1273-1282,共10页
Congestion pricing is an important component of urban intelligent transport system.The efficiency,equity and the environmental impacts associated with road pricing schemes are key issues that should be considered befo... Congestion pricing is an important component of urban intelligent transport system.The efficiency,equity and the environmental impacts associated with road pricing schemes are key issues that should be considered before such schemes are implemented.This paper focuses on the cordon-based pricing with distance tolls,where the tolls are determined by a nonlinear function of a vehicles' travel distance within a cordon,termed as toll charge function.The optimal tolls can give rise to:1) higher total social benefits,2) better levels of equity,and 3) reduced environmental impacts(e.g.,less emission).Firstly,a deterministic equilibrium(DUE) model with elastic demand is presented to evaluate any given toll charge function.The distance tolls are non-additive,thus a modified path-based gradient projection algorithm is developed to solve the DUE model.Then,to quantitatively measure the equity level of each toll charge function,the Gini coefficient is adopted to measure the equity level of the flows in the entire transport network based on equilibrium flows.The total emission level is used to reflect the impacts of distance tolls on the environment.With these two indexes/measurements for the efficiency,equity and environmental issues as well as the DUE model,a multi-objective bi-level programming model is then developed to determine optimal distance tolls.The multi-objective model is converted to a single level model using the goal programming.A genetic algorithm(GA) is adopted to determine solutions.Finally,a numerical example is presented to verify the methodology. 展开更多
关键词 distance-based toll charging schemes EQUITY path-based gradient projection algorithm non-additive goal programming
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Application of Multi-agent Models to Urban Expansion in Medium and Small Cities: A Case Study in Fuyang City,Zhejiang Province,China 被引量:5
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作者 ZHANG Jing WANG Ke +3 位作者 SONG Gengxin ZHANG Zhongchu CHEN Xinming YU Zhoulu 《Chinese Geographical Science》 SCIE CSCD 2013年第6期754-764,共11页
In this study, three-phase satellite images were used to define rules for the allocation of time and space in construction land resources based on a complex adaptive system and game theory. The decision behavior and r... In this study, three-phase satellite images were used to define rules for the allocation of time and space in construction land resources based on a complex adaptive system and game theory. The decision behavior and rules of government agent, enterprise agent and resident agent in construction land growth were explored. A distinctive and dynamic simulation model of construction land growth was built, which integrated multi-agent, GIS technology and RS data and described the interaction among influencing agents, Taking Fuyang City in the Changjiang River Delta as an example, an assessment process for the remote sensing data in construction land and scenario planning was constructed. Repast and ArcGIS were used as simulation platforms. A simulation of the spatial pattern in land-use planning and the setting of scenario planning were conducted by using the incomplete active game, which was based on different natural, social and economic levels. Through this model, a simulation of urban planning space and decision-making for Fuyang City was created. Relevant non-structured problems arising from urban planning management could be identified, and the process and logic of urban planning spatial decision-making could thus be improved. Cell-by-cell comparison showed that the simulation accuracy was over 72%. This model has great potential for use by government and town planners in decision support and technique support in the policy-making process. 展开更多
关键词 multi-agent system medium and small cities urban expansion game theory Fuyang City
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