| The Integration of Cooperation Model and Genetic Algorithm |
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| 作者姓名： | ZHENGZhaobao |
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| 作者单位： | SchoolofRemoteSensingandInformationengineering,WuhanUniversity,129LuoyuRoad,Wuhan430079,China |
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| 摘 要： | In the photogrammetry,some researchers have applied genetic algorithms in aerial image texture classification and reducing hyper-spectrum remote sensing data.Genetic algorithm can rapidly find the solutions which are close to the optimal solution.But it is not easy to find the optimal solution.In order to solve the problem,a cooperative evolution idea integrating genetic algorithm and ant colony algorithm is presented in this paper.On the basis of the advantages of ant colony algorithm,this paper proposes the method integrating genetic algorithms and ant colony algorithm to overcome the drawback of genetic algorithms.Moreover,the paper takes designing texture classification masks of aerial images as an example to illustrate the integration theory and procedures.
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| 关 键 词： | 协作模型 遗传算法 集成化 |
| 收稿时间： | 7 September 2006 |
The integration of cooperation model and genetic algorithm |
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| ZHENGZhaobao.The Integration of Cooperation Model and Genetic Algorithm[J].Geo-Spatial Information Science,2002,5(1):1-6. |
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| Authors: | Zheng Zhaobao PhD supervisor |
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| Institution: | ZHENG Zhaobao |
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| Abstract: | In the photogrammetry,some researchers have applied genetic algorithms in aerial image texture classification and reducing hyper_spectrum remote sensing data.Genetic algorithm can rapidly find the solutions which are close to the optimal solution.But it is not easy to find the optimal solution.In order to solve the problem,a cooperative evolution idea integrating genetic algorithm and ant colony algorithm is presented in this paper.On the basis of the advantages of ant colony algorithm,this paper proposes the method integrating genetic algorithms and ant colony algorithm to overcome the drawback of genetic algorithms.Moreover,the paper takes designing texture classification masks of aerial images as an example to illustrate the integration theory and procedures. |
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| Keywords: | cooperation model ant colony algorithm recognizing integration |
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