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Method and device for creating a network design for a route-based transport system with artificial intelligence

机译:具有人工智能的基于路线的传输系统网络设计的方法和装置

摘要

The invention relates to a computer-implemented method for creating a route network layout for an on-demand transport system based on a geographical map, in particular based on a predetermined city map of an urban area, with the following steps: - Providing (S11) a route network based on Layouts (Spre) trained GAN model with a data-based generator model (11) that is trained to generate route network layouts (Sgen) depending on a random vector (Z), and a data-based discriminator model (12) that is trained to to distinguish generated and existing route network layouts (Sgen, Spre) from one another; - Use (S2, S3, S12) of the GAN model to determine a route network layout for an existing geographical map.
机译:本发明涉及一种用于基于地理图的基于地理图来创建用于按需传输系统的路线网络布局的计算机实现的方法,特别是基于城市区域的预定城市地图,下列步骤: - 提供(S11 )基于布局(SPRE)训练的GAN模型的路由网络,其具有基于数据的生成器模型(11),其根据随机向量(Z)和基于数据的鉴别器模型而训练以产生路由网络布局(SGGEN)。 (12)培训以区分生成和现有的路线网络布局(SGEN,SPRE)彼此; - GaN模型的使用(S2,S3,S12)以确定现有地理地图的路由网络布局。

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