使用多目标优化模型为住房流动计划提供决策支持

Decision Support for a Housing Mobility Program Using a Multiobjective Optimization Model

Management Science · 2000
被引 28
人大 A+FT50UTD24ABS 4*

中文导读

提出一种决策支持方法,结合经济模型和多目标优化,帮助设计住房流动计划,并用伊利诺伊州莱克县和芝加哥的数据验证了该方法能生成更优的住房分配方案。

Abstract

As result of public housing reform and welfare reform, the operating environment of public housing authorities has changed significantly. Given these policy initiatives, housing mobility programs represent viable strategies for providing public housing residents with access to economically healthy, integrated neighborhoods. In this paper we present a decision support methodology to assist the design of housing mobility programs. This methodology incorporates economic models for estimating dollar-valued impacts associated with tenant relocation, and a multiobjective optimization model for generating alternative relocation schemes associated with various objective function weights. Using data for Lake County, Illinois and Chicago, we demonstrate that nondominated allocations represent significant trade-offs between dollar-valued and non-dollar-valued policy objectives; existing distributions of subsidized housing represent suboptimal solutions to the housing relocation problem; and increases in available rental housing can result in housing dispersion schemes that have positive net economic benefits relative to the status quo.

公共住房改革住房流动计划多目标优化模型搬迁方案