包志炎,计时鸣,阮曙峰.基于蜂群进化机制的产品配置技术研究[J].农业机械学报,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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基于蜂群进化机制的产品配置技术研究   [下载全文]
Product Configuration Technology Based on Swarm Evolutionary Mechanism   [Download Pdf][in English]
投稿时间:2012-12-25  
DOI:10.6041/j.issn.1000-1298.2014.01.050
中文关键词:  大批量定制 个性化产品 产品配置 蜂群进化 约束有向图
基金项目:国家自然科学基金资助项目(50705087)和浙江省重大科技专项资助项目(2009C11164)
作者单位
包志炎 浙江水利水电专科学校 
计时鸣 浙江工业大学 
阮曙峰 浙江众擎起重机械制造有限公司 
中文摘要:分析了蜂群进化机制给产品配置带来的启示,提出了基于蜂群进化机制的产品配置模型;采用新定制产品与历史实例的需求相似度评价实现选择算子,确定蜂王和雄蜂;通过构件遍历实现交叉算子,完成蜂王和雄蜂的构件继承;提出了约束有向图的概念,探讨了基于约束有向图拓扑排序算法的变异算子,解决定制件的差异性配置问题;通过构造评价基元,实现对产品配置结果的适应度评价。以桥式起重机产品配置为例,证明了所提方法的有效性和先进性。
Bao Zhiyan  Ji Shiming  Ruan Shufeng
Zhejiang Water Conservancy and Hydropower College;Zhejiang University of Technology;Zhejiang Zhongqing Lifting Machinery Co., Ltd.
Key Words:Mass customization Individualized products Product configuration Swarm evolutionary Constraint directed graph
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.

Transactions of the Chinese Society for Agriculture Machinery (CSAM), in charged of China Association for Science and Technology (CAST), sponsored by CSAM and Chinese Academy of Agricultural Mechanization Science(CAAMS), started publication in 1957. It is the earliest interdisciplinary journal in Chinese which combines agricultural and engineering. It always closely grasps the development direction of agriculture engineering disciplines and the published papers represent the highest academic level of agriculture engineering in China. Currently, nearly 8,000 papers have been already published. There are around 3,000 papers contributed to the journal each year, but only around 600 of them will be accepted. Transactions of CSAM focuses on a wide range of agricultural machinery, irrigation, electronics, robotics, agro-products engineering, biological energy, agricultural structures and environment and more. Subjects in Transactions of the CSAM have been embodied by many internationally well-known index systems, such as: EI Compendex, CA, CSA, etc.

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