交互进化算法在产品设计中的应用

Guoyan Yu, Zhenlei He, Chaoan Lai, Bing Lu
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引用次数: 3

摘要

讨论了进化算法在产品设计中的应用现状,总结了进化设计的特点和默认值。提出了一种集成人机智能的交互式进化设计技术,描述了交互进化设计系统的功能模型。最后,结合案例推理技术开发了交互式进化设计支持系统,并成功应用于注塑模结构设计中。通过在设计过程中对设计约束条件和设计目标的动态调节,实现了人机智能在系统中对产品的设计。所提出的交互式进化技术对于具有大规模变量和约束的复杂问题是有效的
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The Application of Interactive Evolutionary Algorithm in Product Design
Application actuality of evolutionary algorithms in product design is discussed, and characteristics and default of evolutionary design are summarized. An interactive evolutionary technology is proposed, which can integrate intelligence of human and computer for product design, the function model of interactive evolutionary design system is described. Finally, an interactive evolutionary design support system combining case based reasoning technology is developed, and it is used in the structure design of injecting mould successfully. Through dynamical modulating of constraints and objective for design in the design process, intelligence of human and computer are integrated to design product in the system. The proposed interactive evolutionary technology is effective for complex problem with large scale variables and constraints
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