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Simulation of the Urban Jobs–Housing Location Selection and Spatial Relationship Using a Multi-Agent Approach
- Source :
- ISPRS International Journal of Geo-Information, Volume 10, Issue 1, ISPRS International Journal of Geo-Information, Vol 10, Iss 16, p 16 (2021)
- Publication Year :
- 2021
- Publisher :
- MDPI AG, 2021.
-
Abstract
- The jobs&ndash<br />housing balance concerns the spatial relationship between the number of jobs and housing units within a given geographical area. Due to the separation of jobs and housing, spatial dislocations have occurred in large cities, which have resulted in a significant increase in commuting distance and time. These changes have ultimately led to an increase in pressure on urban traffic, and the formation of tidal traffic. In this study we introduce a multi-agent approach to examine the jobs&ndash<br />housing relationship under the maximum location utility of agents. The jobs/housing ratio measures the balance of the of jobs&ndash<br />housing relationship, as well as comparing and analyzing jobs&ndash<br />housing separation in Beijing by district, county, and street scales. An agent-based model was proposed to simulate spatial location selection behavior of agents by considering environmental and economical influences on residential decisions of individuals. Results show that the jobs&ndash<br />housing relationship imbalance in Beijing has been mainly aggravated due to rapid population growth in the 6th Ring Road. An imbalance in the jobs&ndash<br />housing relationship has arisen due to a mismatch with the number of households available compared to the number of jobs<br />the surrounding urban areas cannot provide the required volume of housing to accommodate the increase in workers. Six sets of experiments were established to examine resident agents and enterprise agents. Differences in resident agents&rsquo<br />income level had a greater impact on residential location decision-making, and housing price was the primary factor affecting the decision of residents to choose their residential location. The spatial distribution of jobs and housing in Beijing under the maximization of micro-agent location utility was obtained in this study. Results indicated that the imbalance in the jobs&not<br />housing relationship in central Beijing has improved and, compared with the initial distributions, the number of jobs&ndash<br />housing balance areas in Beijing has increased.
- Subjects :
- 050210 logistics & transportation
05 social sciences
Geography, Planning and Development
0211 other engineering and technologies
lcsh:G1-922
agent-based modeling
021107 urban & regional planning
02 engineering and technology
Maximization
location decision-making
Multi agent approach
jobs–housing relationship
Ring road
Beijing
0502 economics and business
Earth and Planetary Sciences (miscellaneous)
Income level
Population growth
Demographic economics
Business
Computers in Earth Sciences
Spatial relationship
lcsh:Geography (General)
Selection (genetic algorithm)
Subjects
Details
- ISSN :
- 22209964
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- ISPRS International Journal of Geo-Information
- Accession number :
- edsair.doi.dedup.....eaf02f87e01a59da613ec708b564881a