计算机工程与应用 ›› 2007, Vol. 43 ›› Issue (1): 115-115.

• 产品、研发、测试 • 上一篇    下一篇

基于模式识别的创新概念设计

李同喜,刘弘,高丽丽   

  1. 山东师范大学信息科学与工程学院
  • 收稿日期:2005-11-28 修回日期:1900-01-01 出版日期:2007-01-01 发布日期:2007-01-01
  • 通讯作者: 李同喜 wizard

Creative conception design based on pattern recognition

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  1. 山东师范大学信息科学与工程学院
  • Received:2005-11-28 Revised:1900-01-01 Online:2007-01-01 Published:2007-01-01

摘要: 本文提出了一种基于遗传算法的自动求解算法,并将该算法在CAD中的应用作了展望。该算法采用基元模式识别方法识别原有的以图像形式存储的模型,并在适应度函数中引入形象度和抽象度的标准并辅以人机交互的方式来判别算法运行过程中产生的个体。实验结果表明,该算法可以充分利用原有设计图案,并能够在运行过程中产生大量的优良个体。

关键词: 模式识别, 遗传算法, 创新设计, CAD

Abstract: This paper brings forward an automatic solution algorithm based on genetic algorithm, and then gives the forecast future of the application of the algorithm in CAD. The algorithm uses a new method of pattern recognition based on Basic-Element-Analysis to recognize the old patterns storied in the form of images, and imports the concept of visual degree and abstract degree to the fitness function combined with human computer interaction technique to evaluate the units produced in the running process of the algorithm. Experiment result has proved that the method can make the best of inhere design model and produce large numbers of excellent unit automatically.

Key words: pattern recognition, Genetic Algorithms, creative design, CAD