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基于蜂群進化機制的產(chǎn)品配置技術(shù)研究
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國家自然科學(xué)基金資助項目(50705087)和浙江省重大科技專項資助項目(2009C11164)


Product Configuration Technology Based on Swarm Evolutionary Mechanism
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    摘要:

    分析了蜂群進化機制給產(chǎn)品配置帶來的啟示,提出了基于蜂群進化機制的產(chǎn)品配置模型,;采用新定制產(chǎn)品與歷史實例的需求相似度評價實現(xiàn)選擇算子,,確定蜂王和雄蜂;通過構(gòu)件遍歷實現(xiàn)交叉算子,,完成蜂王和雄蜂的構(gòu)件繼承,;提出了約束有向圖的概念,探討了基于約束有向圖拓撲排序算法的變異算子,,解決定制件的差異性配置問題,;通過構(gòu)造評價基元,實現(xiàn)對產(chǎn)品配置結(jié)果的適應(yīng)度評價,。以橋式起重機產(chǎn)品配置為例,,證明了所提方法的有效性和先進性。

    Abstract:

    The characteristics of swarm evolutionary mechanism were analyzed, and a corresponding product configuration model was proposed. In order to select appropriate queen and male bees, a selection operator was established via similarity evaluation technique. A crossover operator was established to inherit useful components through components traversal, and a mutation operator was also established so as to configure individualized components based on the topological sort algorithm of constraint directed graph. The method of fitness evaluation was put forward by using estimated elements. The strategy and method were effective in an instance of the product called bridge crane.

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包志炎,計時鳴,阮曙峰.基于蜂群進化機制的產(chǎn)品配置技術(shù)研究[J].農(nóng)業(yè)機械學(xué)報,2014,45(1):328-334,340. Bao Zhiyan, Ji Shiming, Ruan Shufeng. Product Configuration Technology Based on Swarm Evolutionary Mechanism[J]. Transactions of the Chinese Society for Agricultural Machinery,2014,45(1):328-334,340.

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  • 收稿日期:2012-12-25
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  • 在線發(fā)布日期: 2014-01-03
  • 出版日期: 2014-01-03
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