免疫计算特性分析与基于免疫计算的创新设计
haracteristic Analysis of Immune Computing and Immune Computing Based Creative Design
创新设计是提高产品竞争力的根本所在,其实现方式有多种,创新计算就是其中一种重要途径。作为由生物免疫系统启发形成的一种智能计算新方法,免疫计算具有很强的计算能力。本文对免疫计算进行了详细讨论,分析说明其具有分布式和并行性、自组织和自适应、全局优化、稳健性和涌现性等诸多优良特性,指出免疫计算为创新设计提供了一种新的研究途径。在此基础上,提出了基于免疫计算的创新设计实现构想,建立了基于免疫计算的创新设计研究框架,该框架由免疫计算、创新设计和免疫创新设计等三个层面构成。文中对上述三层面的各个组成部分进行了论述说明,并就基于免疫计算的创新设计实现的有关关键技术作了简要分析。
s the root of enhancing product competitions, creative design has various implementation manners, among which creative computation is an important approach. Immune computing, a new kind of intelligent computation method that draws inspiration from the vertebrate immune system, has strong capabilities of computation. This paper discusses immune computing in detail and analyzes its many excellent characteristics, such as distribution and parallelity, self-organization and self-adaptation, global optimization, robusticity, and emergence, pointing out that immune computing provides a novel research approach for creative design. Furthermore a realization scheme of creative design based on immune computing is conceived and the research framework consisting of three lays, i.e. immune computing, creative design and immune creative design, is established. The constituent parts of the three lays of the research framework are expanded and the key techniques of implementing creative design based on immune computing are briefly discussed.
肖人彬、刘勇、曹鹏彬
计算技术、计算机技术生物科学理论、生物科学方法
免疫计算 创新设计 创新计算
immune computing creative design creative computation
肖人彬,刘勇,曹鹏彬.免疫计算特性分析与基于免疫计算的创新设计[EB/OL].(2006-11-20)[2025-08-05].http://www.paper.edu.cn/releasepaper/content/200611-511.点此复制
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