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使用遗传算法的非球面透镜设计以减少多焦点人工晶状体中的像差

Aspherical Lens Design Using Genetic Algorithm for Reducing Aberrations in Multifocal Artificial Intraocular Lens.

作者信息

Yen Chih-Ta, Jin Shih-Cyuan

机构信息

Department of Electrical Engineering, National Formosa University, Yunlin 632, Taiwan.

出版信息

Materials (Basel). 2015 Sep 17;8(9):6309-6325. doi: 10.3390/ma8095305.

Abstract

A complex intraocular lens (IOL) design involving numerous uncertain variables is proposed. We integrated a genetic algorithm (GA) with the commercial optical design software of (CODE V) to design a multifocal IOL for the human eye. We mainly used an aspherical lens in the initial state to the crystalline type; therefore, we used the internal human eye model in the software. The proposed optimized algorithm employs a GA method for optimally simulating the focusing function of the human eye; in this method, the thickness and curvature of the anterior lens and the posterior part of the IOL were varied. A comparison of the proposed GA-designed IOLs and those designed using a CODE V built-in optimal algorithm for 550 degrees myopia and 175 degrees astigmatism conditions of the human eye for pupil size 6 mm showed that the proposed IOL design improved the spot size of root mean square (RMS), tangential coma (TCO) and modulation transfer function (MTF) at a spatial frequency of 30 with a pupil size of 6 mm by approximately 17%, 43% and 35%, respectively. However, the worst performance of spherical aberration (SA) was lower than 46%, because the optical design involves a tradeoff between all aberrations. Compared with the traditional CODE V built-in optimal scheme, the proposed IOL design can efficiently improve the critical parameters, namely TCO, RMS, and MTF.

摘要

提出了一种涉及众多不确定变量的复杂人工晶状体(IOL)设计。我们将遗传算法(GA)与商业光学设计软件(CODE V)集成,以设计用于人眼的多焦点人工晶状体。在初始状态到晶状体类型的过程中,我们主要使用非球面透镜;因此,我们在软件中使用了人眼内部模型。所提出的优化算法采用GA方法来最佳地模拟人眼的聚焦功能;在该方法中,改变了人工晶状体前表面和后表面的厚度与曲率。对于人眼在6毫米瞳孔大小、550度近视和175度散光条件下,将所提出的采用GA设计的人工晶状体与使用CODE V内置优化算法设计的人工晶状体进行比较,结果表明,所提出的人工晶状体设计在6毫米瞳孔大小、空间频率为30时,均方根光斑尺寸(RMS)、切向彗差(TCO)和调制传递函数(MTF)分别提高了约17%、43%和35%。然而,球差(SA)的最差性能低于46%,因为光学设计涉及所有像差之间的权衡。与传统的CODE V内置优化方案相比,所提出的人工晶状体设计能够有效地改善关键参数,即TCO、RMS和MTF。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b2c/5512912/fb87106aa31d/materials-08-05305-g001.jpg

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