| 基于多Agent系统的自调节及协同工作的组合投资模型 |
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| 引用本文： | 王雪松,申群太.基于多Agent系统的自调节及协同工作的组合投资模型[J].微机发展,2010(5):117-120. |
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| 作者姓名： | 王雪松 申群太 |
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| 作者单位： | 中山火炬职业技术学院信息工程系;中南大学信息科学与工程学院; |
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| 基金项目： | 湖南省教育科学“十一五”规划项目(XJK06CXJ022) |
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| 摘 要： | Agent技术特别是多Agent系统（MAS,Multi-Agent System）为解决人工智能等领域复杂问题提供了一个新途径,多Agent系统重点研究如何协调系统中的各个Agent的行为使其协同工作。针对多阶段组合投资问题,提出了一个基于多Agent系统的自调节及协同工作的组合投资策略模型。该模型系统中的各个Agent通过通讯共享知识,在求解问题的搜索空间中进行协同搜索,在更短的搜索步长内得到问题的解,极大地提高了系统性能。该模型具有不基于任何股票模型、时间复杂度低以及逼近最优投资策略速度较快等优点,实验证明具有一定的实际意义。
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| 关 键 词： | 在线多阶段组合投资 多Agent系统 在线学习 协同搜索 |
Combination Investment Model of Auto-Adjustment and Cooperate with Work Based on Multi-Agent System |
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| WANG Xue-song,SHEN Qun-tai.Combination Investment Model of Auto-Adjustment and Cooperate with Work Based on Multi-Agent System[J].Microcomputer Development,2010(5):117-120. |
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| Authors: | WANG Xue-song SHEN Qun-tai |
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| Affiliation: | WANG Xue-song1,SHEN Qun-tai2(1.Department of Information Engineering,Zhongshan Torch College,Zhongshan 528436,China,2.School of Information Science , Engineering,Central South University,Changsha 410083,China) |
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| Abstract: | Agent technology,especially MAS(Multi-Agent System) provides a new method that can greatly resolve the complex problems in fields such as artificial intelligence,focus on multi-agent system,how to coordinate the various systems work together so that it acts Agent.In the paper,propose to the combination investment model of auto-adjustment and cooperation based on multi-agent system by multi-phases combination investment problem.In the model,every agent carry through cooperation search by the search space of ... |
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| Keywords: | online multi-phase combination investment multi-agent system online learning cooperation search |
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