Method and system for intelligent generation of planning scheme based on machine learning

Abstract

A method and system for intelligent generation of planning schemes based on machine learning, in which machine learning training is performed on the parameters of the model through marked planning and design schemes to obtain a generated model G(z|y); then, the data z' of the area to be planned is input The generative model G(z|y) is calculated to obtain the planning scheme of the area to be planned. The planning scheme of the area to be planned includes the design element M of the area and attribute information corresponding to the design element M, which can be rendered and edited by graphics processing software. The present invention can further realize intelligent planning and design on the basis of existing CAD graphics processing software through machine learning. Moreover, combined with the comprehensive evaluation of planning and design schemes, the present invention can further optimize the model obtained through training during use, and further improve the quality of "batched" fully automatic planning and design schemes. The present invention reserves a data interface for designers to operate, and designers can directly modify the planning and design scheme through the interface, which is more efficient.

Description

technical field [0001] The invention relates to the field of geographic information application / planning design, in particular to a method and system for automatically generating a regional land use planning scheme. Background technique [0002] Regardless of whether it is a city or a country, the overall land use planning and design have a very close impact on the quality of life of residents and the ecological environment. my country has a vast territory, and various landform features and human factors will affect the details of the planning and design work, which puts forward many requirements for the relevant staff. [0003] With the advent of information technology, under the background of the new era, various computer-aided design software has had a profound impact on planning and design work, greatly improving the efficiency of staff, and also making the scheme in the link of collaborative creation and display more intuitive and vivid. [0004] However, the existing...

AI Technical Summary

Problems solved by technology

For example, it is easy for designers to determine the planning and design scheme for design elements such as specific topography and specific planning and design requirements, but when generating drawings based on the scheme, it is still necessary to adjust the existing specific planning and design scheme accordingly to meet design requirements

These adjustment processes are often relatively mechanical, but still require designers to invest a lot of time and energy

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