| 求解多目标优化问题的改进蚁群算法 |
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| 引用本文： | 孟岩,刘希玉,刘艳丽,李镇.求解多目标优化问题的改进蚁群算法[J].计算机工程与设计,2008,29(24). |
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| 作者姓名： | 孟岩 刘希玉 刘艳丽 李镇 |
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| 作者单位： | 1. 山东师范大学管理与经济学院,山东济南,250014
2. 山东省高速公路泰安管理处,山东泰安,271000 |
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| 基金项目： | 山东省自然科学基金重大项目
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山东省教育厅计划基金项目(J05G01)-山东省中青年科学家奖励基金项目
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| 摘 要： | 蚁群算法是一种模拟蚂蚁行为进行优化的启发式优化算法,该算法在许多领域已经得到应用.针对多目标优化问题优化与求解较困难的问题,提出一种嵌入变尺度算法的改进蚁群算法用于求解,为蚁群算法在连续空间中的应用提供了怂一个可行的方案.给出了该算法的详细定义及实现步骤,实例仿真表明,该算法能加快收敛速率,对连续空间的蚁群算法研究具有重要的意义.
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| 关 键 词： | 蚁群算法 多目标优化 连续空间优化 进化计算法 变尺度法 |
Improved ant colony algorithm for multi-objective optimization |
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| MENG Yan,LIU Xi-yu,LIU Yan-li,LI Zhen.Improved ant colony algorithm for multi-objective optimization[J].Computer Engineering and Design,2008,29(24). |
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| Authors: | MENG Yan LIU Xi-yu LIU Yan-li LI Zhen |
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| Affiliation: | MENG Yan1,LIU Xi-yu1,LIU Yan-li1,LI Zhen2(1.Department of Management , Economy,Sh,ong Normal University,Jinan 250014,China,2.Freeway Management of Tai'an Sh,ong,Tai'an 271000,China) |
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| Abstract: | Ant colony algorithm is a heuristic optimization algorithm,which simulates the behavior of ants to optimize problems.This algorithm is applied in many areas.With the problems of multi-objective optimization problems to be difficult to solve and optimize,an improved algorithm for solving them is put forward,which can provide a viable option for ant colony algorithm in the application of continuous space.The algorithm has given a detailed definition and implementation steps,and the simulation shows its effect... |
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| Keywords: | ant colony algorithm multi-objective optimization continuous optimization evolutionary computation variable metric algorithm |
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