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基于改进遗传算法的省级医疗中心选址研究

刘成堃 贾涛 高琦丽 王玉龙 秦昆 陶红兵

计算机工程与应用2016,Vol.52Issue(6):13-18,25,7.
计算机工程与应用2016,Vol.52Issue(6):13-18,25,7.DOI:10.3778/j.issn.1002-8331.1412-0131

基于改进遗传算法的省级医疗中心选址研究

Study on location and allocation of healthcare center based on improved ;genetic algorithm

刘成堃 1贾涛 1高琦丽 1王玉龙 1秦昆 1陶红兵2

作者信息

  • 1. 武汉大学 遥感信息工程学院,武汉 430079
  • 2. 华中科技大学同济医学院 医药卫生管理学院,武汉 430032
  • 折叠

摘要

Abstract

In order to optimize the complex spatial search process caused by multi-objective constraint condition in location-allocation problem for public facilities, the p-median model based on genetic algorithm is proposed in this paper in the site allocation process. The distribution relationship between the facility and the supply point makes up the gene sequences while the travel time, capacity limits and other factors constitute the objective function. Optimized population initializing strategy and dynamic mutation rate are also adopted to further enhance the solving accuracy. This model has been tested in Henan to give diverse healthcare centers allocation results for different requirements, which validates the effectiveness and applicability of the proposed model.

关键词

P-中值模型/遗传算法/设施选址/医疗中心

Key words

P-median model/genetic algorithm/facility location/healthcare center

分类

信息技术与安全科学

引用本文复制引用

刘成堃,贾涛,高琦丽,王玉龙,秦昆,陶红兵..基于改进遗传算法的省级医疗中心选址研究[J].计算机工程与应用,2016,52(6):13-18,25,7.

基金项目

教育部博士点基金(No.20130141120075)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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