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Exploration prospective des mobilités résidentielles dans une agglomération urbaine au moyen d'un modèle de simulation multi-agents (MOBISIM)

机译:使用多主体仿真模型(MOBISIM)对城市群中的居民流动性进行前瞻性探索

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摘要

To ensure that housing supply is suitable to households’ needs and preferences represents a major planning concern. These needs and preferences depend on the households’ characteristics and on their lifecycle changes (union, birth, divorce…). Residential choice factors are numerous (housing and residential environment characteristics) and their role is often different according to the types of households. Residential dynamics involve a great variety of elements, in interaction with each other, and the causal relationships are difficult to identify. Thus, it is not possible to predict the households’ residential behaviour, nor their possible evolutions, without a suitable tool. To study intra-urban residential dynamics, we use a residential mobility simulation model (Mobisim-MR), integrated in an agent-based LUTI simulation platform: Mobisim. For each simulated year, Mobisim-MR allows for determination of households which move and their new residential location. Prior to Mobisim-MR, we created a demographic microsimulation model (Mobisim-Démo) within the Mobisim platform. It allows reproducing households lifecycle evolutions in a dynamic and agent-based way. A part of the thesis is dedicated to the calibration of both models, a required stage preliminary to scenarios simulation. Another part of the thesis concerns the exploration of Mobisim-MR model behaviour, in order to assess the simulation results’ stability and their consistency (sensitivity analysis). Agent-based models use is quite recent in geography, explaining the lack of standard protocol to explore such models. A specific protocol has been designed to explore the behaviour of Mobisim-MR. This protocol takes into consideration the parameters characteristics, simulation technical constraints, and the initial design for which the model has been built.The last part of the thesis consists of thematic analyses aimed at studying the impact of two housing construction planning scenarios in the urban region of Besançon (named le Grand Besançon). These analyses highlight the ability of Mobisim-MR to answer concrete planning questions and to initiate discussion among urban planners.
机译:确保住房供应适合家庭的需求和偏好是一项主要的规划考虑。这些需求和偏好取决于家庭的特征及其生命周期的变化(工会,出生,离婚……)。住宅选择因素众多(住房和住宅环境特征),其作用通常根据家庭类型而有所不同。住宅动态涉及多种要素,彼此相互作用,因此很难确定因果关系。因此,如果没有合适的工具,就无法预测住户的居住行为,也无法预测其可能的演变。为了研究城市内部的住宅动态,我们使用了集成在基于代理的LUTI仿真平台Mobisim中的住宅移动性仿真模型(Mobisim-MR)。对于每个模拟年份,Mobisim-MR都可以确定搬迁的家庭及其新的居住地点。在Mobisim-MR之前,我们在Mobisim平台中创建了人口统计微观模拟模型(Mobisim-Démo)。它允许以动态和基于代理的方式复制家庭的生命周期。本文的一部分致力于两个模型的校准,这是场景模拟的必要阶段。本文的另一部分涉及Mobisim-MR模型行为的探索,以评估仿真结果的稳定性和一致性(敏感性分析)。基于代理的模型在地理上的使用是最近的,这解释了缺乏探索此类模型的标准协议。已设计出一种特定的协议来探索Mobisim-MR的行为。该协议考虑了参数特征,模拟技术约束以及构建模型的初始设计。本论文的最后一部分包括主题分析,旨在研究两种住房建设规划方案在城市地区的影响贝桑松(名称为大贝桑松)。这些分析突出了Mobisim-MR回答具体规划问题并启动城市规划者之间讨论的能力。

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    Hirtzel Joanne;

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  • 年度 2015
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  • 原文格式 PDF
  • 正文语种 fr
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