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Automated re-invention of six patented optical lens systems using genetic programming

机译:使用遗传程序自动重新发明六个专利光学透镜系统

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This paper describes how genetic programming was used as an invention machine to automatically synthesize complete designs for six optical lens systems that duplicated the functionality of previously patented lens systems. The automatic synthesis was done "from scratch"-that is, without starting from a pre-existing good design and without pre-specifying the number of lenses, the physical layout of the lenses, the numerical parameters of the lenses, or the non-numerical parameters of the lenses. One of the six genetically evolved lens systems infringed a previously issued patent; three contained many of the essential features of the patents, without infringing; and the others were non-infringing novel designs that duplicated (or improved upon) the performance specifications contained in the patents. One of the six patents was issued in the 21st-century. The six designs were created in a substantially similar and routine way, suggesting that the approach used may have widespread utility. The genetically evolved designs are instances of human-competitive results produced by genetic programming in the field of optical design.
机译:本文介绍了如何将遗传编程用作发明机器,以自动合成六个光学透镜系统的完整设计,这些光学透镜系统复制了先前获得专利的透镜系统的功能。自动合成是“从头开始”完成的-也就是说,无需从预先存在的良好设计开始,也无需预先指定镜片的数量,镜片的物理布局,镜片的数值参数或非镜片的数值参数。六个经过基因进化的镜片系统之一侵犯了先前颁发的专利;其中三项包含专利的许多基本特征,但没有侵权;其他则是非侵权的新颖设计,它们可以复制(或改进)专利中包含的性​​能规格。六项专利之一是在21世纪颁发的。这六种设计是以基本上相似和常规的方式创建的,这表明所使用的方法可能具有广泛的实用性。遗传进化的设计是在光学设计领域中通过遗传编程产生的人类竞争性结果的实例。

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