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particle swarm optimization 粒子群优化算法

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层级粒子群算法

利用pyswarm 库实现层级粒子群的主从优化

  • 粒子群算法特别适合于带约束的非凸或者凸优化

  • 粒子群算法简单,计算速度快

  • 以下为测试函数

      min x F(x,y)=x**2+(y-10)**2
      s.t. x+2y-6<=0 , x>=0
      min y f(x,y)=x**3-2*y**3+x-2*y-x**2
      s.t. -x+2y-3<=0 , y>=0  
    

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