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A hybrid artificial intelligence system for optical lens design

机译:用于光学镜片设计的混合人工智能系统

摘要

The current approach to optical lens design still relies very much on the lens designers: experience and knowledge. In the initial lens design, it is normally performed by lens designers and then is optimised by using some optimisation techniques. This research aims to design and develop a computer-aided optical lens design system for automating the entire design process. In this paper, various approaches to optical lens design are briefly reviewed first. It is then followed by the descriptions of a hybrid artificial intelligence (AI) approach, based on the case based reasoning and genetic algorithm, to optical lens design. A prototype optical lens design system based on the hybrid approach was proposed and developed. The system not only could generate an initial and optimal optical lens design automatically but also demonstrate that the design could be done in lean knowledge paradigm.
机译:当前的光学镜片设计方法仍然非常依赖镜片设计师:经验和知识。在最初的镜片设计中,通常由镜片设计者执行,然后使用一些优化技术进行优化。这项研究旨在设计和开发用于自动完成整个设计过程的计算机辅助光学镜片设计系统。在本文中,首先简要回顾了光学镜片设计的各种方法。然后,基于基于案例的推理和遗传算法,对光学镜片设计的混合人工智能(AI)方法进行了描述。提出并开发了基于混合方法的光学镜片原型设计系统。该系统不仅可以自动生成初始和最佳的光学镜片设计,而且可以证明该设计可以在精益知识范式下完成。

著录项

  • 作者

    Tam SM; Kwong CK; Ip WH;

  • 作者单位
  • 年度 2000
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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