| 用改进的实数编码遗传算法估计反应动力学参数 |
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| 引用本文： | 黄晓峰 潘立登. 用改进的实数编码遗传算法估计反应动力学参数[J]. 高校化学工程学报, 1999, 13(1): 50-55 |
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| 作者姓名： | 黄晓峰 潘立登 |
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| 作者单位： | 北京化工大学 |
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| 基金项目： | 国家自然科学基金,“九五”重大项目 |
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| 摘 要： | 通过理论分析和模拟实验研究了遗传算法中实数编码线性交叉操作的效率，提出了一种优化分布线性交叉操作策略，使子代个体在搜索空间内达到均匀分布，具有很高的搜索效率。用这种改进的实数编码遗传算法进行正丁烷选择氧化反应动力学参数估计，取得了良好的效果。
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| 关 键 词： | 遗传算法 实数编码 优化分布线性交叉操作 参数估计 |
Estimating Reaction Kinetics Parameters with an Improved Realcoded Genetic Algorithm |
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| Huang Xiaofeng)Pan Lideng)Chen Biaohua)Li Chengyue). Estimating Reaction Kinetics Parameters with an Improved Realcoded Genetic Algorithm[J]. Journal of Chemical Engineering of Chinese Universities, 1999, 13(1): 50-55 |
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| Authors: | Huang Xiaofeng)Pan Lideng)Chen Biaohua)Li Chengyue) |
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| Affiliation: | Huang Xiaofeng1)Pan Lideng2)Chen Biaohua1)Li Chengyue1) |
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| Abstract: | The efficiency of linear crossover operator in realcoded GA was studied by both mathematic analysis and simulation A new crossover operator with optimum distribution was proposed, by which the sonindividuals can reach uniform distribution in whole searching space The kinetic parameters of nbutane selective oxidation reaction was estimated by the improved GA and the result was satisfied |
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| Keywords: | Genetic algorithm Realcoded Linear crossover operator with optimumdistribution Parameter estimation |
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