Fairness evaluation method of resource allocation based on BPSO multidimensional perspective
| Autor: | Rui Menezes, Jiao Lei |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Mathematical optimization
Index (economics) Computer Networks and Communications Computer science Perspective (graphical) Particle swarm optimization 020206 networking & telecommunications 02 engineering and technology Order (exchange) Evaluation methods 0202 electrical engineering electronic engineering information engineering Resource allocation 020201 artificial intelligence & image processing Software |
| Zdroj: | Cluster Computing. 22:4283-4290 |
| ISSN: | 1573-7543 1386-7857 |
| DOI: | 10.1007/s10586-018-1862-3 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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