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Intelligent generation method and system of planning scheme based on machine learning

A planning scheme and machine learning technology, applied in the field of automatic generation method and system of regional land use planning scheme, can solve the problem of designers investing a lot of time and energy, and achieve the effect of information processing and evaluation.

Active Publication Date: 2019-03-15
郑颖尔
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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

Method used

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  • Intelligent generation method and system of planning scheme based on machine learning
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  • Intelligent generation method and system of planning scheme based on machine learning

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Embodiment Construction

[0065] The preferred embodiments of the present invention will be described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described here are only used to illustrate and explain the present invention, and are not intended to limit the present invention.

[0066] refer to figure 1 As shown, the machine learning-based planning scheme intelligent generation system provided by the present invention includes:

[0067] Comprehensive display platform, intelligent design module and program evaluation module;

[0068] The input terminal of the intelligent design module receives the area data z' to be planned, and the output terminal of the intelligent design module is connected to the input terminal of the comprehensive display platform; the intelligent design module is used to perform the following steps:

[0069] In the first step, the data z' of the area to be planned is obtained, and the data z' of the area to be planned...

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Abstract

An intelligent generation method and system of planning scheme based on machine learning are disclosed. A generation model shown in the description is obtained by machine learning training the parameters of the model through the marked planning design scheme. Then, the data z' of the area to be planned is inputted into the generation model shown in the description, and the planning scheme of the area to be planned is obtained by operation. The planning scheme of the area to be planned comprises a design element M of the area and attribute information corresponding to the design element M, which can be rendered and edited by a graphics processing software. The 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 the planning and design scheme, the invention can further optimize the model obtained by training in the use process, and furtherimprove the quality of the 'batch' fully automatic planning and design scheme. The invention retains a data interface for a designer to operate, and the designer can directly modify the planning and design scheme through the interface, so that the efficiency is higher.

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...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06N99/00G06Q50/26G06N3/08
CPCG06N3/084G06Q10/043G06Q50/26
Inventor 郑颖尔
Owner 郑颖尔
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