煤炭工程 ›› 2016, Vol. 48 ›› Issue (4): 132-134.doi: 10.11799/ce201604039

• 装备技术 • 上一篇    下一篇

基于交互式遗传算法的采煤机造型设计

杨伯超   

  1. 太原理工大学
  • 收稿日期:2015-06-27 修回日期:2015-07-27 出版日期:2016-04-10 发布日期:2016-04-18
  • 通讯作者: 杨伯超 E-mail:yangliu_2875655@qq.com

The Design of the Coal Winning Machine on Interactive Genetic Algorithm

  • Received:2015-06-27 Revised:2015-07-27 Online:2016-04-10 Published:2016-04-18

摘要: 针对现代采煤机的数控操作需求、品牌建设、造型设计与操作人员的安全保障要求不断提升的现状,分析了采煤机人机形态设计的特点、现状和存在的不足,以及遗传算法的原理和应用范围。在探讨了人机交互的特性、算法建立的基础上,提出了将遗传算法应用于产品人机形态设计中的基因编码、初始种群的产生、适应度函数的构造和种群选择等运算方法。最后以采煤机的设计为例,阐明了交互式遗传算法在产品人机形态方面的设计应用。

关键词: 交互式遗传算法, 采煤机, 适应度函数, 造型设计

Abstract: In view of the modern coal winning machine CNC operation demand, brand construction,modeling design and the operating personnel to improve security requirement, this paper analyzed the characteristics of coal winning machine ergonomics form design, the shortage of the present situation and existence, and the principle of genetic algorithm and application scope. In discussing the characteristics of the human-computer interaction, the algorithm based on the basis of the proposed genetic algorithm was applied to product ergonomics form design the genetic code, the generation of initial population, fitness function of the structure and population selection method. Finally, in the design of the coal winning machine, for example, expounds the interactive genetic algorithm in product ergonomics form design application.

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