张世海, 欧进萍, 王光远. 基于实例基因库与遗传算法的高层结构智能选型知识发现[J]. 工程力学, 2006, 23(1): 87-92.
引用本文: 张世海, 欧进萍, 王光远. 基于实例基因库与遗传算法的高层结构智能选型知识发现[J]. 工程力学, 2006, 23(1): 87-92.
ZHANG Shi-hai, OU Jin-ping, WANG Guang-yuan. CASE-GENE LIBRARY AND GENETIC ALGORITHM BASED KNOWLEDGE DISCOVERY IN DATABASES FOR INTELLIGENT FORM SELECTION OF HIGH-RISE STRUCTURES[J]. Engineering Mechanics, 2006, 23(1): 87-92.
Citation: ZHANG Shi-hai, OU Jin-ping, WANG Guang-yuan. CASE-GENE LIBRARY AND GENETIC ALGORITHM BASED KNOWLEDGE DISCOVERY IN DATABASES FOR INTELLIGENT FORM SELECTION OF HIGH-RISE STRUCTURES[J]. Engineering Mechanics, 2006, 23(1): 87-92.

基于实例基因库与遗传算法的高层结构智能选型知识发现

CASE-GENE LIBRARY AND GENETIC ALGORITHM BASED KNOWLEDGE DISCOVERY IN DATABASES FOR INTELLIGENT FORM SELECTION OF HIGH-RISE STRUCTURES

  • 摘要: 首先,给出了将工程实例库转化为结构选型规则库与实例基因库的方法,建立了实例空间、规则空间、基因空间及三者间的相互转换关系,实现了从实例到选型规则与基因间的转换;其次,给出了从实例基因库与基因空间中发现结构型式判别规则知识库的策略,提出了基因向量与正反实例基因库间的相似性度量方法,建立了基于实例基因库与实数码遗传算法的结构选型知识库发现过程与方法;最后,编制了基于实例基因库与遗传算法的知识发现程序,给出了所获取的钢筋混凝土结构型式产生知识。实践证明,该方法可有效自动地从实例基因库中获取结构型式产生的规则性知识库,为开采工程实例“富矿”、解决知识获取“瓶颈”、提高结构选型质量与效率等提供了新的途径与方法。

     

    Abstract: A method of transforming the engineer case library to the structural form-selection rules library and the case gene library is presented.The correlative relationships among the case space,the rule space and the gene space are setup.The exchanging form cases to the intelligent form-selection rules and genes are realized.A strategy is given so that the structural form judging-rules knowledge library is found from the case gene library.It provides the similar calculating method between gene vector and case and counter-case gene library,and establishes the method and process of knowledge discovery of the structural form selection library based in case gene library and genetic algorithm float code.A knowledge discovery software code based on the case gene library and GA is developed and the knowledge acquired from RC structure is also given.It is shown that this method can effectively acquire the rule knowledge library produced by structure forms from case gene library,and provide a new way and method for mining engineering ‘rich resources'.It resolves the ‘bottleneck' of knowledge acquirement and improves the quality and efficiency of structural form-selection.

     

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