| 基于蚁群算法的产品配置方法及其应用 |
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| 引用本文： | 李燚,魏小鹏,赵婷婷.基于蚁群算法的产品配置方法及其应用[J].计算机工程与应用,2008,44(9):94-97. |
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| 作者姓名： | 李燚 魏小鹏 赵婷婷 |
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| 作者单位： | 大连大学,先进设计中心,辽宁,大连,116622 |
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| 基金项目： | 国家自然科学基金
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辽宁省优秀人才培养基金
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辽宁省教育厅资助项目 |
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| 摘 要： | 为了更有效地解决产品配置优化问题,建立了基于相关矩阵的多目标产品优化配置模型,运用了改进的层次分析法计算各目标权重,提出了一种基于蚁群算法的产品配置求解方法,并在C#环境下进行了仿真实验,利用多次实验优化了算法参数。实验结果表明,该方法能有效解决产品配置求解问题,具有一定的理论参考价值和实际意义。
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| 关 键 词： | 产品配置 蚁群算法 相关矩阵 层次分析法 |
| 文章编号： | 1002-8331(2008)09-0094-04 |
| 收稿时间： | 2007-8-1 |
| 修稿时间： | 2007年8月1日 |
Method and application of product configuration based on ant colony algorithm |
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| LI Yi,WEI Xiao-peng,ZHAO Ting-ting.Method and application of product configuration based on ant colony algorithm[J].Computer Engineering and Applications,2008,44(9):94-97. |
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| Authors: | LI Yi WEI Xiao-peng ZHAO Ting-ting |
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| Affiliation: | Center for Advanced Design Technology，Dalian University，Dalian，Liaoning 116622，China |
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| Abstract: | This paper proposes a multi-objective product configuration model based on the relation matrix,an improved Analytic Hierarchy Process(AHP) is adopted to determine the weights of sub-objective functions,and an algorithm based on ant colony algorithm for Product Configuration is provided to resolve product configuration effectively.In addition,simulation experiment is done under the environment of C#,and the optimized parameter is obtained by several emulators.The experiment data shows that the ant colony algorithm is an effective way to the solution. |
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| Keywords: | product configuration ant colony algorithm relation matrix analytic hierarchy process |
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