| 多目标遗传算法在甲醇合成优化中的应用 |
| |
| 引用本文： | 陈霁威,黄道. 多目标遗传算法在甲醇合成优化中的应用[J]. 华东理工大学学报(自然科学版), 2002, 0(Z1) |
| |
| 作者姓名： | 陈霁威 黄道 |
| |
| 作者单位： | 华东理工大学自动化工程中心 上海200237(陈霁威)，华东理工大学自动化工程中心 上海200237(黄道) |
| |
| 摘 要： | 针对甲醇合成优化中的多个目标函数 ,对多目标遗传算法进行了改进 ,引进了多个体交叉算子和种群间的变异算子 ,使用多目标权重因子解决了适应度函数的构造问题 ,不仅提高了算法本身的运行速度 ,而且在处理实际的多目标优化时 ,提供了较好的灵活度 ,在指导实际生产中表现出了良好的性能。
|
| 关 键 词： | 多目标遗传算法 甲醇合成 在线优化 |
Application of Multi-objective Genetic Algorithm to Methanol Synthesis Optimization Process |
| |
| CHEN Ji wei,HUANG Dao. Application of Multi-objective Genetic Algorithm to Methanol Synthesis Optimization Process[J]. Journal of East China University of Science and Technology, 2002, 0(Z1) |
| |
| Authors: | CHEN Ji wei HUANG Dao |
| |
| Affiliation: | CHEN Ji wei,HUANG Dao * |
| |
| Abstract: | For the purpose of improving the performance of methanol synthesis optimization process with multiple objective functions, the multi objective genetic algorithm is modified in this paper. Multi individual crossover operator and mutation operator among populations are introduced and multi objective weighing factor is used for solving problem of constructing adaptive functions, resulting faster running speed and better agility and showing good performance in its practical applications. |
| |
| Keywords: | multi objective genetic algorithms methanol synthesis online optimization |
| 本文献已被 CNKI 等数据库收录！ |
|
