Urban Planning and Design Layout Generation Based on Artificial Intelligence

Table 3

Traffic intensity level.

Original data		Subway POI	Bus POI	Urban road network
Corresponding indicators		Subway station distance	Bus stop distance	Road level		Road integrity degree
Quantitative method		Euclidean distance analysis	Euclidean distance analysis	3	Main roads, highways, etc.	DepthMapX calculation
					2	Secondary road
					1	Branch road
					0	Sidewalk etc.
					Kernel density weighted analysis	Kernel density weighted analysis
Reclassification criteria	3	Within 500 m	Within 300 m	Natural breakpoint classification (Jenks)		Natural breakpoint classification (Jenks)
	2	500 m–800 m	300 m–500 m
	1	800 m–1200 m	500 m–800 m
	0	Beyond 1200	Beyond 800
Weights		0.3	0.2	0.3		0.2