基于次序权重平均法的购房选择地理空间多准则决策
Spatial Multi-criteria Decision Making for House Location Selection by Ordered Weighted Averaging Approach
查看参考文献27篇
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文摘
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居民的购房选择是对居住区位进行选择的复杂过程,其实质是居住空间的个人行为决策问题。在调研工作基础上,论文分析并构建了居民购房选择决策评价指标体系,以北京市为实验区应用GIS制作居住适宜性基础准则(指标)地图。研究一种可以适应购房者差异化的购房需求与偏好的购房地理空间决策方法,通过层次分析法提取购房个体的偏好信息,确定个人准则权重。采用次序加权平均算法(Ordered Weighted Averaging,OWA)针对个人准则权重计算个人次序权重,结合二者对居住适宜性基础准则地图进行集结,计算多种决策风险下的个人居住适宜性准则地图,对意向住房进行分析评价,动态生成相应决策方案,为购房者提供购房决策支持,减少主观意愿与客观环境带来的决策风险。最后通过一个实验对以上方法进行实现。 |
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其他语种文摘
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The house location selection is a complicated process in living space selection, in fact it is a personal living space decision. On the basis of in-site investigation, this paper builds an evaluation factor system in housing stability, including business service, road service, education service, and medical service. By using improved evaluation algorithm for Services Accessibility based on Gravity Model, the criterion thematic maps in housing stability were complied. AHP (Analytic Hierarchy Process) approach was applied to extract the information of individual needs and preferences to create the individual criterion weight scheme. OWA method was used to aggregate individual criterion weight and ordered weight into individual criterion thematic map in housing stability. In the individual constraint conditions, this approach can present a decision-making reference to the public by thematic maps. Finally, this paper discusses the effects of decision-making risk and presents the applicability of OWA in house-buying based on individual characterization. |
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来源
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地理研究
,2013,32(3):476-486 【核心库】
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关键词
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购房选择
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空间决策
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次序权重平均法
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OWA
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决策风险
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地址
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1.
首都师范大学资源环境与旅游学院, 资源环境与地理信息系统北京市重点实验室, 北京, 100048
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中国气象局公共气象服务中心, 北京, 100081
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对外经济贸易大学金融学院, 北京, 100029
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语种
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中文 |
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文献类型
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研究性论文 |
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ISSN
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1000-0585 |
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学科
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社会科学总论;测绘学 |
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基金
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国家科技支撑计划项目
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文献收藏号
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CSCD:4805030
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参考文献 共
27
共2页
|
|
1.
张文忠. 住房区位选择的机理研究.
北京规划建设,2000(3):45-47
|
被引
4
次
|
|
|
|
|
2.
吕飞. 城市居住小区区位选择研究.
哈尔滨建筑大学学报,2002,35(4):87-90
|
被引
1
次
|
|
|
|
|
3.
Chakhar S. Enhancing geographical information system capabilities with multi-criteria evaluation functions.
Journal of Geographic Information and Decision Analysis,2003,7(2):47-71
|
被引
3
次
|
|
|
|
|
4.
方勇. 基于认知心理学的风险决策行为.
统计与决策,2006(6):42-44
|
被引
2
次
|
|
|
|
|
5.
Yager R R. On ordered weighted averaging aggregation operators in multi-criteria decision making.
IEEE Transactions on Systems, Man and Cybernetics,1988,18(1):183-190
|
被引
341
次
|
|
|
|
|
6.
Yager R R. Quantifier guided aggregation using OWA operation.
International Journal of Intelligent Systems,1996,11(1):49-73
|
被引
45
次
|
|
|
|
|
7.
Makropoulos C K. Fuzzy logic spatial decision support system for urban water management.
J. Water Resour. Plng. and Mgmt,2003,129(1):69-77
|
被引
3
次
|
|
|
|
|
8.
陈静. 基于GIS的OWA方法在城市防灾规划中的应用.
地理空间信息,2008,6(5):22-24
|
被引
2
次
|
|
|
|
|
9.
Malczewski J. GIS-based land-use suitability analysis: A critical overview.
Progress in Planning,2004,6(2):3-65
|
被引
53
次
|
|
|
|
|
10.
Malczewski J. Ordered weighted averaging with fuzzy quantifiers: GIS-based multicriteria evaluation for land-use suitability analysis.
International Journal of Applied Earth Observation and Geoinformation,2006,8(4):270-277
|
被引
17
次
|
|
|
|
|
11.
Claus R. Personalized multi-criteria decision strategies in location-based decision support.
Journal of Geographic Information Sciences,2004,10(2):149-156
|
被引
2
次
|
|
|
|
|
12.
Ravallion M. The welfare cost of housing standards: theory with application to Jakarta.
Journal of Urban Economics,1989,26:197-211
|
被引
3
次
|
|
|
|
|
13.
Barbier E. Environmental sustainability and cost-benefit analysis.
Environment and Planning,1990,22:1259-1266
|
被引
1
次
|
|
|
|
|
14.
Eia W J. Decision-making theory and screening and scoping in UK practice.
Journal of Environmental Planning and Management,2000,43(2):185-203
|
被引
1
次
|
|
|
|
|
15.
Wu W P. Migrant housing in urban China: Choices and constraints.
Urban Affairs Review,2002,38(1):90-119
|
被引
5
次
|
|
|
|
|
16.
Sampo R. Socio-economic residential differentiation in post-socialist Tallinn.
Journal of Housing and the Built Environment,2003,18(1):49-73
|
被引
6
次
|
|
|
|
|
17.
Lee S W. Local housing-market effects on tenure choice.
Journal of Housing and the Built Environment,2003,18(2):129-157
|
被引
2
次
|
|
|
|
|
18.
陈文君. 北京城市居住适宜性评价及建设途径探讨.
中国建设动态(阳光能源),2007(2):37-40
|
被引
1
次
|
|
|
|
|
19.
张文忠. 城市内部居住环境评价的指标体系和方法.
地理科学,2007,27(1):17-23
|
被引
56
次
|
|
|
|
|
20.
张文忠. 北京城市内部居住空间分布与居民居住区位偏好.
地理研究,2003,22(6):751-759
|
被引
53
次
|
|
|
|
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