| 权重自适应clonal选择算法及其应用研究 |
| |
| 引用本文： | 李勇,王昱. 权重自适应clonal选择算法及其应用研究[J]. 控制工程, 2011, 18(1): 96-99 |
| |
| 作者姓名： | 李勇 王昱 |
| |
| 作者单位： | 1. 沈阳工业大学特种电机与高压电器部省共建重点实验室,辽宁,沈阳,110870
2. 沈阳航空工业学院自动化学院,辽宁,沈阳,110136 |
| |
| 基金项目： | 高等学校博士学科点专项科研基金资助项目(20060145025) |
| |
| 摘 要： | 在求解两个目标以上的多目标优化问题时,基于Pareto支配的多目标进化算法多数需要较长的求解时间.基于固定权重的聚合函数方法求解速度快,但要确定一个适合待求解问题的合理权重是十分困难的,为了解决这一问题,将clonal选择算法与权重自适应方法相结合,提出了一种适用于多目标优化问题的权重自适应clonal选择算法.并将权...
|
| 关 键 词： | 权重自适应 clonal选择算法 冷连轧机 轧制规程 多目标优化 |
Adaptive Weight Clonal Selection Algorithm and Its Applications |
| |
| LI Yong,WANG Yu. Adaptive Weight Clonal Selection Algorithm and Its Applications[J]. Control Engineering of China, 2011, 18(1): 96-99 |
| |
| Authors: | LI Yong WANG Yu |
| |
| Affiliation: | LI Yong1,WANG Yu2(1.Education Ministry and Province Key Laboratory of Special Motor and High Voltage Apparatus,Shenyang University of Technology,Shenyang 110870,China,2.Department of Automatic Control,Shenyang Institute of Aeronautical Engineering,Shenyang 110136,China) |
| |
| Abstract: | To the problem that Pareto dominate based multi-objective evolutionary algorithms cost too much running time in multi-objective optimization,and the set of reasonable weights in the fixed weight aggregation methods is hard to design,an adaptive weight clonal selection algorithm suitable for multi-objective optimization problems is proposed,combining the clonal selection algorithm with adaptive weight approach.The adaptive weight clonal selection algorithm is applied to the multi-objective model which has th... |
| |
| Keywords: | adaptive weight approach clonal selection algorithm tandem cold mills rolling schedules multi-objective optimization. |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
