摘要
针对鲁棒控制设计问题,提出多目标遗传算法中的改进型非支配排序遗传算法,将其应用到H2/H∞控制中。仿真结果显示与LMI法相比较改进型非支配排序遗传算法获得的PARETO最优边界更优,验证了改进型非支配排序遗传算法求解H2/H∞控制问题的有效性和优越性。
For the difficulty of solving the multi-objective robust control problems,this paper presents an improved non-dominated sorting genetic algorithm,which is applied to H2/H∞ control.The simulation results show that improved non-dominated sorting genetic algorithm obtain the better PARETO optimal boundary compared with general linear matrix inequality （LMl） method, which proves that improved non-dominated sorting genetic algorithm in H2/H∞ control problem is an advantage.
出处
《工业控制计算机》
2015年第5期132-134,共3页
Industrial Control Computer
关键词
多目标优化
NSGA-Ⅱ
H2/H∞控制
LMl
multi-objective optimal
lmproved non-dominated sorting genetic algorithm
LMl
H2/H∞ control
