| 遗传——灾变算法及其在非线性控制系统中的应用 |
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| 引用本文： | 金希东 李治. 遗传——灾变算法及其在非线性控制系统中的应用[J]. 系统仿真学报, 1997, 9(2): 111-115 |
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| 作者姓名： | 金希东 李治 |
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| 作者单位： | 西南交通大学电气工程学院 |
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| 摘 要： | 本文提出了遣传一灾变算法。在遗传算法的基础上，提出进一步模拟自然界中的灾变现象，以提高遗传算法的性能，尤其是解决重要的不成熟收敛问题。文中介绍了它的基本原理并将其应用于非线性控制系统的优化设计中。仿真实例验证了该算法的优良性能
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| 关 键 词： | 遗传算法，遗传－灾变算法，非线性控制系统，优化 |
Genetic Catastrophic Algorithms and Its Application in Nonlinear Control System |
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| Jin Xidong Li zhi School of E.E, Southwest Jiaotong University, Chengdu. Genetic Catastrophic Algorithms and Its Application in Nonlinear Control System[J]. Journal of System Simulation, 1997, 9(2): 111-115 |
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| Authors: | Jin Xidong Li zhi School of E.E Southwest Jiaotong University Chengdu |
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| Affiliation: | Jin Xidong Li zhi School of E.E, Southwest Jiaotong University, Chengdu 610031 |
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| Abstract: | This paper presents genetic catastrophic algorithms,which simulates the catastrophic process in nature,to improve the optimizing ability of GA,especially to solve the premature convergence problem in GA.The working principle of genetic catastrophic algorithms is introduced, and then it is applied in the optimal design of nonlinear control system.Simulation shows that the new algorithm is powerful and promising. |
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| Keywords: | Genetic algorithms Genetic catastrophic algorithms Nonlinear control system Optimization |
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