Analysis of impact of population relocation on city commerce: Micro-level estimation with agent-based model인구 재배치 정책이 도시 상권에 끼치는 영향력에 대한 분석:에이전트 기반 모델을 통한 미시적 수준의 예측

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Relocation policy has been developed by governments to resolve various problems caused by over-population. The government of Korea implemented a relocation policy that moves government branches to newly developed city to reduce overpopulation and its accompanying problems around the capital area. However, negative impacts from the relocation policy are also suggested, such as depression of local commerce in the originally hosted city. On the government side, it is essential to consider such negative effects in developing relocation policies. Therefore, this paper estimates the impact on the city commerce by a reloca-tion policy using an agent-based model in a micro level. The agent-based model consists of various types of agents and traffic environments in the interested area, and regenerates the commercial activities in there. Calibrating parameters of the agent-based model using the real data, I performed virtual experiments and evalu-ated changes of the local commerce by observing the individual activities. Moreover, the simulation results are validated with rent rates from the real world, which shows the value correlation as 48.3% and the rank correlation as 85.45%.
Advisors
Moon, Il-Chulresearcher문일철
Description
한국과학기술원 : 산업및시스템공학과,
Publisher
한국과학기술원
Issue Date
2014
Identifier
592328/325007  / 020124495
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 산업및시스템공학과, 2014.8, [ iv, 37 ]

Keywords

Agent-based modeling and simulation; 인구 모델링; 재배치 정책; 사회적 시뮬레이션; 에이전트 기반 시뮬레이션; Population modeling; Social simulation; Relocation policy

URI
http://hdl.handle.net/10203/198107
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=592328&flag=dissertation
Appears in Collection
IE-Theses_Master(석사논문)
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