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📁 机械优化设计中的惩罚函数法
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                          常用优化方法——惩罚函数法 
                          ^^^^^^^^^^^^^^^^^^^^^^^^^^ 
                                                                               
一、初始数据
===============================================================================
   设计变量个数     N = 4
  -----------------------------------------------------------------------------
   不等式约束个数  KG = 2       等式约束个数      KH = 0
  -----------------------------------------------------------------------------
   惩罚因子         R = 0       惩罚因子降低系数   C = 0.2
  -----------------------------------------------------------------------------
   初始步长        T0 = 0.01       收敛精度         EPS = 1E-10
  -----------------------------------------------------------------------------
   无约束优化方法: DFP法
  -----------------------------------------------------------------------------
   设计变量初始点 X0:
			X[1]=1
			X[2]=5
			X[3]=5
			X[4]=1
  -----------------------------------------------------------------------------
   设计变量下界 BL:
			BL[1]=0
			BL[2]=0
			BL[3]=0
			BL[4]=0
  -----------------------------------------------------------------------------
   设计变量上界 BU:
			BU[1]=5
			BU[2]=5
			BU[3]=5
			BU[4]=5
  -----------------------------------------------------------------------------
   初始点目标函数值 F(X0)= 16
  -----------------------------------------------------------------------------
   初始点处的不等约束函数值 G(X0):
				GX[1]= 1.200000E+01
				GX[2]= 0.000000E+00
###############################################################################
  初始点不可行!
  -----------------------------------------------------------------------------
  不可行的初始点:
  -----------------------------------------------------------------------------
			X[1]=1
			X[2]=5
			X[3]=5
			X[4]=1
  -----------------------------------------------------------------------------
   初始点处的不等约束函数值 G(X*):
				GX[1]= 1.200000E+01
				GX[2]= 0.000000E+00
  -----------------------------------------------------------------------------
  找到可行的初始点!
  -----------------------------------------------------------------------------
  可行的初始点:
  -----------------------------------------------------------------------------
			X[1]=1.70380341165583
			X[2]=3.51901705827913
			X[3]=2.59508529139566
			X[4]=2.97542645697831
  -----------------------------------------------------------------------------
   初始点处的不等约束函数值 G(X*):
				GX[1]= -9.125943E+00
				GX[2]= -2.129581E+01
###############################################################################
 
-------------------------------------------------------------------------------
                                                              
二、计算过程__数据
===============================================================================
   IRC = 0	   R = 2.697684E+02	   PEN = 84.4565698690792
  -----------------------------------------------------------------------------
   IRC = 1	   R = 5.395369E+01	   PEN = 76.6065068178481
  -----------------------------------------------------------------------------
   IRC = 2	   R = 1.079074E+01	   PEN = 38.1840122107157
  -----------------------------------------------------------------------------
   IRC = 3	   R = 2.158147E+00	   PEN = 25.4060707078803
  -----------------------------------------------------------------------------
   IRC = 4	   R = 4.316295E-01	   PEN = 20.4825109195051
  -----------------------------------------------------------------------------
   IRC = 5	   R = 8.632590E-02	   PEN = 18.4339391835406
  -----------------------------------------------------------------------------
   IRC = 6	   R = 1.726518E-02	   PEN = 17.5509108175335
  -----------------------------------------------------------------------------
   IRC = 7	   R = 3.453036E-03	   PEN = 17.1628412413582
  -----------------------------------------------------------------------------
   IRC = 8	   R = 6.906072E-04	   PEN = 16.9909129099573
  -----------------------------------------------------------------------------
   IRC = 9	   R = 1.381214E-04	   PEN = 16.9232339197093
  -----------------------------------------------------------------------------
   IRC = 10	   R = 2.762429E-05	   PEN = 16.8802430770822
  -----------------------------------------------------------------------------
   IRC = 11	   R = 5.524857E-06	   PEN = 16.8658755892111
  -----------------------------------------------------------------------------
   IRC = 12	   R = 1.104971E-06	   PEN = 16.858450792148
  -----------------------------------------------------------------------------
   IRC = 13	   R = 2.209943E-07	   PEN = 16.8548704227174
  -----------------------------------------------------------------------------
   IRC = 14	   R = 4.419886E-08	   PEN = 16.8538969569678
  -----------------------------------------------------------------------------
   IRC = 15	   R = 8.839772E-09	   PEN = 16.8534696555098
  -----------------------------------------------------------------------------
   IRC = 16	   R = 1.767954E-09	   PEN = 16.8532894912131
  -----------------------------------------------------------------------------
   IRC = 17	   R = 3.535909E-10	   PEN = 16.8532120123801
  -----------------------------------------------------------------------------
   IRC = 18	   R = 7.071818E-11	   PEN = 16.8531762275177
  -----------------------------------------------------------------------------
   IRC = 19	   R = 1.414364E-11	   PEN = 16.8531594858961
  -----------------------------------------------------------------------------
   IRC = 20	   R = 2.828727E-12	   PEN = 16.8531556484314
  -----------------------------------------------------------------------------
   IRC = 21	   R = 5.657454E-13	   PEN = 16.8531541438672
  -----------------------------------------------------------------------------
                                                                               
三、优化结果__数据
===============================================================================
   罚函数构造次数          IRC = 22
  -----------------------------------------------------------------------------
   无约束优化方法调用次数  ITE = 734   一维搜索方法调用次数   ILI = 734
  -----------------------------------------------------------------------------
   惩罚函数值计算次数      NPE = 3446   目标函数值计算次数     IFX = 0
  -----------------------------------------------------------------------------
   设计变量最优点 X*:
			X[1]= 7.379275E-01
			X[2]= 4.592819E+00
			X[3]= 3.826232E+00
			X[4]= 1.927861E+00
  -----------------------------------------------------------------------------
   最优值 F(X*)= 16.8530794979289
  -----------------------------------------------------------------------------
   最优点处的不等约束函数值 G(X*):
				GX[1]= -4.816592E-03
				GX[2]= 1.292775E-04
-------------------------------------------------------------------------------
--- STOP --- 

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