Development of a Physical Apparatus and Computational Program Employing a Genetic Algorithm and Least-Squares Method for Measuring the Frictional Coefficient of the Human Ocular Surface
Development of a Physical Apparatus and Computational Program Employing a Genetic Algorithm and Least-Squares Method for Measuring the Frictional Coefficient of the Human Ocular Surface
复制标题
开发采用遗传算法和最小二乘法测量人眼表面摩擦系数的物理设备和计算程序
DOI：
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发表时间：
2016
期刊：
影响因子：
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通讯作者：
Y. Ohashi
中科院分区：
文献类型：
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作者：
S. Okamoto;S. Pranoto;Yuto Ohwaki;Jae Hoon Lee;A. Shiraishi;Yuri Sakane;Kiyohiko Ohta;Y. Ohashi
本研究的目的是开发一种摩擦系数测量装置来测量人眼表面的摩擦系数，并开发一种使用遗传算法创建经验公式的计算程序。初步开发了同时测量法向力、摩擦力和探针速度的测量单元。然后测量正常成年男性眼表的摩擦力。随后开发了一个结合遗传算法和最小二乘法的计算程序，以处理实验数据。最后，使用所开发的程序创建了正常成年男性的摩擦系数的经验公式。作者首次成功地测量了人眼表面的摩擦系数。
The purpose of this research is to develop a frictional coefficient measurement unit to measure the frictional coefficient of the human ocular surface and to develop a computational program using a genetic algorithm to create empirical formula. The measurement unit, which measures the normal force, the frictional force, and the velocity of the probe simultaneously, was initially developed. Then measurements of the friction at the ocular surface of a normal adult male were carried out. A computational program combining a genetic algorithm and the least-squares method was subsequently developed in order to process the experimental data. Finally, an empirical formula for the frictional coefficient of the normal adult male was created using the developed program. The authors have succeeded in measuring the frictional coefficient of the human ocular surface for the first time ever reported.
影响因子：
4.2
作者：
Miljanovic, Biljana;Dana, Reza;Schaumberg, Debra A.
通讯作者：
Schaumberg, Debra A.