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ARTIFICIAL INTELLIGENCE-BASED URBAN ROAD NETWORK AUTOMATIC GENERATION METHOD

机译:基于人工智能的城市道路网自动生成方法

摘要

An artificial intelligence-based urban road network automatic generation method comprising a data acquisition and input module, a machine learning module, a rule base construction module, a scheme set generation module, and a human-machine interaction display module. Said method also comprises constructing an anchor point distribution module by means of machine learning, distributing anchor points within a planning range having secondary roads as boundaries, generating a road centerline layout scheme set by means of a rectangular dilation method, selecting an acceptable scheme set on the basis of a rule base formed via conversion of urban planning road-related standards, and further automatically generating a road network scheme set, and lastly outputting a scheme to a two-dimensional interactive display device and performing simulation and display. Using machine learning and rules in the field of urban planning to jointly drive achieve of road network design, a simple and effective automatic generation method for an urban road network is provided, which is able to generate multiple schemes within a short period of time, and provides a highly effective and observable reference for artificial intelligence urban planning design implementation.
机译:一种基于人工智能的城市道路网自动生成方法,包括数据采集与输入模块、机器学习模块、规则库构建模块、方案集生成模块和人机交互显示模块。所述方法还包括通过机器学习构建锚定点分布模块,在以二级公路为边界的规划范围内分布锚定点,通过矩形扩张方法生成道路中心线布局方案集,根据城市规划道路相关标准转换形成的规则库,选择可接受的方案集,并进一步自动生成路网方案集,最后将方案输出到二维交互式显示设备,并进行模拟和显示。利用机器学习和城市规划领域的规则共同推动路网设计的实现,提供了一种简单有效的城市路网自动生成方法,能够在短时间内生成多个方案,为人工智能城市规划设计的实施提供了高效、可观察的参考。

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