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Simulation of Urban Population Density Distribution by Constrained MAS and CA

机译:约束MAS和CA模拟城市人口密度分布

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Changes in the distribution of urban population density is a complicated dynamic system, so identifying its law is of great significance for sustainable social development. Build an urban geographic information database and population density database which can be accurate to the street communities based on GIS, select Changsha as study area, take the interaction of the constrained multi-agent system and cellular automata environment to simulate the process of urban population density distribution. The study results show that this method takes into account composite factors in relation to population migration, and could reflect a spatio-temporal dynamic change in the population density distribution in an objective and all-around way. However, under the influence of a variety of factors, there is still a gap to some extent between the simulated population distribution in suburb and the residential land use specified in the Changsha master plan Year 2020. Thus, the further study should take into account this case, and a population density distribution could be established more scientifically based on the existing research experience.
机译:城市人口密度分布的变化是一个复杂的动力系统,因此确定其规律对社会的可持续发展具有重要意义。基于GIS建立适合于街道社区的城市地理信息数据库和人口密度数据库,选择长沙为研究区域,以约束多智能体系统与元胞自动机环境的交互作用模拟城市人口密度的变化过程分配。研究结果表明,该方法考虑了与人口迁移有关的综合因素,可以客观,全面地反映人口密度分布的时空动态变化。但是,在多种因素的影响下,郊区的模拟人口分布与长沙市2020年总体规划中规定的居住用地之间仍存在一定差距。因此,进一步的研究应考虑到这一点。的情况下,可以根据现有的研究经验更科学地建立人口密度分布。

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