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Application of Entropy Weight Technique in Grey Relational Analysis for Scheme Optimization of Sewage Treatment Plant

机译:熵权重中的应用在污水处理厂方案优化中的灰色关系分析中的应用

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In this paper, an attempt has been made to apply an efficient technique, in order to solve the uncertainty of multi-objective optimization, in the field of sewage treatment plant. The traditional grey relational analysis has been extended to deal with the multi-objective optimization problems. The difficulty of traditional grey relational analysis exists in calculation of the multiple indicators and ignorance of the relationship among evaluating indicators. But there is no specific guideline for assigning these indicator weights. In this context, the present study aims to apply the entropy measurement technique in order to determine the weights of evaluating indicators, which avoids the subjectivity in the process of estimating the weights. The proposed method involves four steps, including 1) original data processing, 2) grey relational coefficients calculation, 3) indicator weight calculation, and 4) grey relation grade calculations. The previously mentioned method has been applied to optimize schemes of a sewage treatment plant. The paper demonstrates a detailed methodology of the proposed technique as well as its effectiveness and applicability.
机译:在本文中,已经尝试应用一种有效的技术,以解决污水处理厂领域的多目标优化的不确定性。传统的灰色关系分析已经扩展到处理多目标优化问题。传统灰色关系分析的难度存在于计算的多个指标和评估指标之间关系的无知中。但没有具体指示来分配这些指标权重。在这种情况下,本研究旨在应用熵测量技术,以确定评估指标的权重,这避免了估计权重的过程中的主体性。该方法涉及四个步骤,包括1)原始数据处理,2)灰色关系系数计算,3)指示符权重计算和4)灰色关系等级计算。先前提到的方法已应用于优化污水处理厂的方案。本文展示了所提出的技术的详细方法以及其有效性和适用性。

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