EDBD算法与灰色关联分析混合模型的应用——一种解决水质差油藏淘汰问题的方法

IF 1 4区工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS

Journal of Grey System Pub Date : 2005-12-01 DOI:10.30016/JGS.200512.0004

S. Wan, Ting-Cheng Chang

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引用次数: 4

摘要

地球上生命所需的水质不容小觑。维持水质的方法之一是制定有效的水管理策略。本文的目的是为大坝质量评价提供一种可行的解决方案。整个研究可以分为两个阶段。在第一阶段，决定分析输入参数的重要性。采用一种考虑反向传播神经网络和EDBD算法的混合模型来寻找每个输入参数的相对重要性。然后，将相对重要性视为不同的权重。在第二阶段，利用灰色关联分析和这些权重来寻找储层的质量行为。

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The Application of a Hybrid Model of EDBD Algorithms and Grey Relational Analysis: A Solution for Knockout Poor Quality of Water Reservoirs

Water quality for life on earth can hardly be underestimated. One of the ways to maintain water quality is to develop an effective water management strategy. The goal of this paper provides a feasible solution for evaluation the quality of dams. The entire study can be broken into two stages. In the first stage, it is decided to analyze the importance of input parameters. A hybrid model of considering a back propagation neural network with EDBD algorithm will be used to find the Relative Importance of each input parameter. Then, Relative Importance was considered as different weights. In the second stage, the grey relational analysis and those weights were used to find the behavior of quality on the reservoirs.

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来源期刊

Journal of Grey System 数学-数学跨学科应用

CiteScore

2.40

自引率

43.80%

发文量

审稿时长

1.5 months

期刊介绍： The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.