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Cluster Computing

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27-01-2018

Fairness evaluation method of resource allocation based on BPSO multidimensional perspective

Authors: Jiao Lei, Rui Manuel Campilho Pereira de Menezes

Published in: Cluster Computing | Special Issue 2/2019

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Abstract

In order to improve the effectiveness of fairness evaluation algorithm for public health resources, a kind of fairness evaluation method for public health resources based on BPSO dimension reduction under multi-perspective was proposed in the thesis. Firstly, data sources and research methods for fairness evaluation of public health resources was introduced; computational steps of Lorenz index were given; then, in order to reduce the complexity of data processing, particle swarm optimization was used to implement dimension reduction processing for software failure data; character string (0 or 1) of binary system was used to show particle position so as to realize simplification of data processing. Finally, effectiveness of methods mentioned in the thesis is verified in the positive analysis of fairness evaluation for regional distribution of health resources in Shaoguan city, Guangdong province.

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Title: Fairness evaluation method of resource allocation based on BPSO multidimensional perspective
Authors: Jiao Lei
Rui Manuel Campilho Pereira de Menezes
Publication date: 27-01-2018
Publisher: Springer US
Published in: Cluster Computing / Issue Special Issue 2/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI: https://doi.org/10.1007/s10586-018-1862-3

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