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    何海娟, 张凌波, 顾幸生. 基于多目标粒子群算法的H2/H∞鲁棒控制设计[J]. 华东理工大学学报(自然科学版), 2011, (1): 100-104.
    引用本文: 何海娟, 张凌波, 顾幸生. 基于多目标粒子群算法的H2/H∞鲁棒控制设计[J]. 华东理工大学学报(自然科学版), 2011, (1): 100-104.
    HE Hai-juan, ZHANG Ling-bo, GU Xing-sheng. Design of H2/H∞ Robust Control Based on Multi-objective Particle Swarm Optimization Algorithm[J]. Journal of East China University of Science and Technology, 2011, (1): 100-104.
    Citation: HE Hai-juan, ZHANG Ling-bo, GU Xing-sheng. Design of H2/H∞ Robust Control Based on Multi-objective Particle Swarm Optimization Algorithm[J]. Journal of East China University of Science and Technology, 2011, (1): 100-104.

    基于多目标粒子群算法的H2/H∞鲁棒控制设计

    Design of H2/H∞ Robust Control Based on Multi-objective Particle Swarm Optimization Algorithm

    • 摘要: 在多目标的鲁棒控制系统设计中,使用传统方法通常存在一定的保守性。应用粒子群算法研究多目标的鲁棒控制设计问题,提出了基于多目标粒子群算法H2/H∞鲁棒控制设计方法。数值仿真结果表明:与已有的LMI(线性矩阵不等式)方法相比较,用多目标粒子群算法获得的鲁棒控制器具有更好的鲁棒性能指标,降低了鲁棒控制设计的保守性。

       

      Abstract: For the design of multi-objective robust control system, there often exists conservation by using traditional methods. By utilizing particle swarm algorithm, the robust control design problem is considered in this paper, and the H2/H∞ robust control design method is proposed based on multi-objective particle swarm optimization algorithm. The comparison with some existing LMIs method is made via numerical example, which shows that the present method can achieve better robust performance and less conservation.

       

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