Faster processing of GUI display using genetic algorithm

T. Mori, T. Nonaka, T. Hase
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Abstract

The authors have already proposed a method of generating a GUI display screen using a genetic algorithm. This paper describes a method of reducing the processing time while achieving the necessary processing. To speed up the processing, three reduction measures are proposed: (1) reduction of the number of times the GA processing algorithm is executed, (2) reduction of the number of generations by means of promoting evolution and selection, and (3) reduction of the time per generation needed for the process. As implemented results, the processing time, which was formerly 60 seconds or longer, was reduced to two seconds or less, or in other words, we could manage to reduce the time needed by all the processing to approximately one thirtieth.
使用遗传算法快速处理GUI显示
作者已经提出了一种使用遗传算法生成GUI显示屏幕的方法。本文描述了一种在实现必要加工的同时减少加工时间的方法。为了加快处理速度,提出了三种缩减措施:(1)减少GA处理算法的执行次数;(2)通过促进进化和选择来减少代数;(3)减少每代处理所需的时间。根据实现的结果,以前需要60秒或更长时间的处理时间减少到两秒或更少,或者换句话说,我们可以设法将所有处理所需的时间减少到大约三十分之一。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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