www.pudn.com > NH.rar > NH.FOR
c*七.最小二乘曲线拟合
c*子程序(文件名:PCIR.FOR)
SUBROUTINE PCIR(X,Y,A,N,M,DT1,DT2,DT3)
DIMENSION X(N),Y(N),A(M),S(20),T(20),B(20)
DOUBLE PRECISION X,Y,A,S,T,B,DT1,DT2,DT3,Z,D1,P,C,D2,G,Q,DT
Z=0.0
DO 10 I=1,N
10 Z=Z+X(I)/N
B(1)=1.0
D1=N
P=0.0
C=0.0
DO 20 I=1,N
P=P+(X(I)-Z)
C=C+Y(I)
20 CONTINUE
C=C/D1
P=P/D1
A(1)=C*B(1)
IF (M.GT.1) THEN
T(2)=1.0
T(1)=-P
D2=0.0
C=0.0
G=0.0
DO 30 I=1,N
Q=X(I)-Z-P
D2=D2+Q*Q
C=Y(I)*Q+C
G=(X(I)-Z)*Q*Q+G
30 CONTINUE
C=C/D2
P=G/D2
Q=D2/D1
D1=D2
A(2)=C*T(2)
A(1)=C*T(1)+A(1)
END IF
Do 100 J=3,M
S(J)=T(J-1)
S(J-1)=-P*T(J-1)+T(J-2)
IF (J.GE.4) THEN
DO 40 K=J-2,2,-1
40 S(K)=-P*T(K)+T(K-1)-Q*B(K)
END IF
S(1)=-P*T(1)-Q*B(1)
D2=0.0
C=0.0
G=0.0
DO 70 I=1,N
Q=S(J)
DO 60 K=J-1,1,-1
60 Q=Q*(X(I)-Z)+S(K)
D2=D2+Q*Q
C=Y(I)*Q+C
G=(X(I)-Z)*Q*Q+G
70 CONTINUE
C=C/D2
P=G/D2
Q=D2/D1
D1=D2
A(J)=C*S(J)
T(J)=S(J)
DO 80 K=J-1,1,-1
A(K)=C*S(K)+A(K)
B(K)=T(K)
T(K)=S(K)
80 CONTINUE
100 CONTINUE
DT1=0.0
DT2=0.0
DT3=0.0
DO 120 I=1,N
Q=A(M)
DO 110 K=M-1,1,-1
110 Q=Q*(X(I)-Z)+A(K)
DT=Q-Y(I)
IF (ABS(DT).GT.DT3) DT3=ABS(DT)
DT1=DT1+DT*DT
DT2=DT2+ABS(DT)
120 CONTINUE
RETURN
END
c*例:
c*主程序(文件名:PCIR0.FOR)为
DIMENSION X(20),Y(20),A(6)
DOUBLE PRECISION X,Y,A,DT1,DT2,DT3,B
B=0.0
DO 10 I=1,20
X(I)=B+(I-1)*0.1
Y(I)=X(I)-EXP(-X(I))
10 CONTINUE
N=20
M=6
CALL PCIR(X,Y,A,N,M,DT1,DT2,DT3)
WRITE(*,*)
WRITE(*,20) (I,A(I),I=1,M)
20 FORMAT(1X,'A(',I2,')=',D15.6)
WRITE(*,*)
WRITE(*,30) DT1,DT2,DT3
30 FORMAT(1X,'DT1=',D12.6,5X,'DT2=',D12.6,5X,'DT3=',D12.6)
END
c*运行结果为:
c*A(1)= .563248D+00
c*A(2)= .138675D+01
c*A(3)= -.193134D+00
c*A(4)= .644035D-01
c*A(5)= -.168412D-01
c*A(6)= .334429D-02
c*DT1= .180174D-08 DT2= .168505D-03 DT= .153940D-04