| 基于蚁群算法的多Agent任务分配 |
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| 引用本文： | 晏斌,郭方方.基于蚁群算法的多Agent任务分配[J].成组技术与生产现代化,2009,26(4):40-43. |
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| 作者姓名： | 晏斌 郭方方 |
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| 作者单位： | 江苏科技大学,江苏,镇江,212003 |
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| 摘 要： | 应用蚁群算法来解决MAS的任务分配问题这一类典型的组合优化问题．研究表明，在求解复杂优化问题方面该算法具有一定的优越性．首先建立了任务分配的数学模型，并导出分配优化的目标函数；其次利用蚁群算法分布式求解的特点实现任务分配的组合优化．仿真结果表明，该算法比禁忌搜索和随机方法具有更好的求解能力．
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| 关 键 词： | 任务分配 Agent 蚁群算法 |
Multi-Agent Task Allocation based on Ant Colony Algorithm |
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| YAN Bin,GUO Fang-fang.Multi-Agent Task Allocation based on Ant Colony Algorithm[J].Group Technology & Production Modernization,2009,26(4):40-43. |
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| Authors: | YAN Bin GUO Fang-fang |
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| Affiliation: | YAN Bin,GUO Fangfang(School of Economics , Management,JiangsuUniversity of Science , Technology,Zhenjiang 212003,China) |
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| Abstract: | This paper uses ant colony algorithm to solve the task allocation problem in MAS,Task allocation problem is a typical combinatorial optimization problem.Preliminary study indicates that it has superiority complicated optimization problem.First,this paper establishes the mathematical model of task allocation and further deduces the target function.Then,it applies an ant colony algorithm to accomplish combinatorial optimization of task allocation.The simulation results show that ant colony algorithm can solve... |
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| Keywords: | Agent |
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