Intelligent Generation and Analysis of the Municipal Road Construction Scheme Based on the KNN Algorithm

The construction of municipal road engineering is a complex system engineering, and its internal components are interconnected and mutually restricted, and the relationship is intricate. The quality of its construction plan directly affects the realization of the project's quality, safety, envi...

Full description

Saved in:
Bibliographic Details
Published in:Mathematical problems in engineering 2022-09, Vol.2022, p.1-15
Main Authors: Chenzhong, Ren, Wenliang, Kan, Taihua, Zhou, Dongdong, Su, YongLi, Geng, Wenzheng, Wu
Format: Article
Language:English
Subjects:
Algorithms
Civil engineering
Complex systems
Computers
Construction management
Costs
Data mining
Data storage
Decision making
Environmental protection
Fuzzy sets
Genetic algorithms
Highway construction
Information systems
Intelligence
Knowledge management
Libraries
Neural networks
Optimization
Planning
Project feasibility
Road construction
Road engineering
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:The construction of municipal road engineering is a complex system engineering, and its internal components are interconnected and mutually restricted, and the relationship is intricate. The quality of its construction plan directly affects the realization of the project's quality, safety, environment, progress, cost, and other goals, and the project construction plan occupies an important position in the construction of the project. The selection of construction plans for municipal road projects involves a wide range of areas. According to the characteristics of specific municipal road engineering projects, it is very important to establish a scientific construction scheme intelligent generation model and select the optimal construction scheme suitable for the project from many feasible construction schemes, which has very important theoretical research value and practical application value. After analyzing the knowledge characteristics of road construction technology and the content of road construction schemes, this study decomposes the knowledge of road construction schemes into two parts: case characteristics and solutions. Then, according to the needs of case retrieval technology, the data storage form of each subdivision index is proposed and the value range is explained, and a complete structure form of the road construction scheme case database is formed. Combined with actual engineering cases, the feasibility and applicability of the intelligent generation method of the road construction scheme based on the KNN algorithm is confirmed, which provides a new idea for the automation of road construction scheme preparation and the improvement of the scheme application effect.
ISSN:1024-123X
1563-5147
DOI:10.1155/2022/8752870