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Prediction of Coefficient of Consolidation Using Multi-Gene Genetic Programming

机译:基于多基因遗传规划的固结系数预测

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摘要

The accurate determination of the coefficient of consolidation is significantly important for analyzing settlement of clayey deposits. The coefficient of consolidation is generally determined from the consolidation test results by performing a curve-fitting method on laboratory test data. However, the consolidation test on clayey sample is quite time-consuming and expensive. This paper proposes a simple, quick, versatile, and reliable procedure to estimate the coefficient of consolidation. In this paper, Multi-Gene Genetic Programming (MGGP) model is suggested for prediction of the coefficient of consolidation from basic soil properties such as liquid limit, cation exchange capacity (CEC), pressure, void ratio, montmorillonite content, activity, exchangeable sodium percentage (ESP) and clay content.
机译:固结系数的准确确定对于分析黏土沉积物非常重要。固结系数通常由固结测试结果确定,方法是对实验室测试数据进行曲线拟合。但是,对粘土样品的固结测试非常耗时且昂贵。本文提出了一种简单,快速,通用和可靠的方法来估计固结系数。在本文中,建议使用多基因遗传规划(MGGP)模型从基本土壤特性(例如液限,阳离子交换容量(CEC),压力,空隙率,蒙脱土含量,活性,可交换钠)预测固结系数百分比(ESP)和粘土含量。

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