C Version 1994-X-18 C This is a new version of WAMP program computing crest-trough wavelength C and amplitude density. C C revised pab 2007 C -moved all common blocks into modules C -renamed from minmax to sp2mmpdfreg + fixed some bugs C revised pab July 2007 ! -renamed from sp2mmpdfreg to cov2mmpdfreg ! gfortran -W -Wall -pedantic-errors -fbounds-check -Werror -c dsvdc.f mregmodule.f cov2mmpdfreg.f SUBROUTINE INITINTEG(EPS_,EPSS_,EPS0_,C_,IAC_,ISQ_) ! Initiation of all constants and integration nodes 'INITINTEG' USE RINTMOD USE EPSMOD USE INFCMOD USE MREGMOD REAL*8 :: EPS_,EPSS_,EPS0_,C_ INTEGER :: IAC_,ISQ_ Cf2py real*8, optional :: EPS_ = 0.01 Cf2py real*8, optional :: EPSS_ = 0.00005 Cf2py real*8, optional :: EPS0_ = 0.00005 Cf2py real*8, optional :: C_ = 4.5 Cf2py integer, optional :: IAC_ = 1 Cf2py integer, optional :: ISQ_ = 0 ! IMPLICIT NONE C COMMON /RINT/ C,FC C COMMON /EPS/ EPS,EPSS,CEPSS C COMMON /INFC/ ISQ,INF,INFO IAC = IAC_ ISQ = ISQ_ EPS = EPS_ EPSS = EPSS_ EPS0 = EPS0_ C = C_ FC = FI(C)-FI(-C) ! CEPSS = 1.0d0-EPSS RETURN END SUBROUTINE INITINTEG subroutine cov2mmpdfreg(UVdens,t,COV,ULev,VLev,Tg,Xg,Nt,Nu,Nv,Ng, & NIT) USE SIZEMOD USE EPSMOD USE CHECKMOD USE MREGMOD USE INTFCMOD IMPLICIT NONE INTEGER, INTENT(IN) :: Nt, Nu, Nv, Ng, NIT REAL*8, DIMENSION(Nt,5), intent(in):: COV REAL*8, DIMENSION(Nu,Nv), intent(out):: UVdens REAL*8, DIMENSION(Nu), intent(in):: ULev REAL*8, DIMENSION(Nv), intent(in):: VLev REAL*8, DIMENSION(Ng), intent(in):: Tg, Xg REAL*8, dimension(Nt), intent(in):: T Cf2py integer, intent(hide), depend(t) :: Nt = len(t) Cf2py integer, intent(hide), depend(Ulev) :: Nu = len(Ulev) Cf2py integer, intent(hide), depend(Vlev) :: Nv = len(Vlev) Cf2py integer, intent(hide), depend(Tg) :: Ng = len(Tg) Cf2py integer, optional :: NIT = 2 Cf2py real*8, intent(out), depend(Nu,Nv) :: UVdens Cf2py depend(Ng) Xg Cf2py depend(Nt,5) COV real*8 Q0,SQ0,Q1,SQ1, U,V,VV, XL0, XL2, XL4 REAL*8 VDERI, CDER,SDER, DER, CONST1, F, HHHH, FM, VALUE C INTEGER, PARAMETER :: MMAX = 5, NMAX = 101, RDIM = 10201 REAL*8, DIMENSION(NMAX) :: HHT,VT,UT,Vdd,Udd REAL*8, DIMENSION(RDIM) :: R,R1,R2,R3 REAL*8:: AA(MMAX-2,MMAX-2),AI((MMAX+1)*NMAX) REAL*8, DIMENSION(MMAX+1) :: BB, DAI C DIMENSION UVdens(NMAX,NMAX),HHT(NMAX) C DIMENSION T(NMAX),Ulev(NMAX),Vlev(NMAX) C DIMENSION VT(NMAX),UT(NMAX),Vdd(NMAX),Udd(NMAX) C DIMENSION COV(5*NMAX),R(RDIM),R1(RDIM),R2(RDIM),R3(RDIM) C C The program computes the joint density of maximum the following minimum C and the distance between Max and min for a zero-mean stationary C Gaussian process with covariance function defined explicitely with 4 C derivatives. The process should be normalized so that the first and C the second spectral moments are equal to 1. The values of Max are taken C as the nodes at Hermite-Quadrature and then integrated out so that C the output is a joint density of wavelength T and amplitude H=Max-min. C The Max values are defined by subroutine Gauss_M with the accuracy C input epsu. The principle is that the integral of the marginal density C of f_Max is computed with sufficient accuracy. C REAL*8, DIMENSION(NMAX) :: B0,DB0,DDB0,B1,DB1,DDB1,DB2,DDB2 REAL*8, DIMENSION(NMAX) :: Q,SQ,VDER,DBI,BI C DIMENSION B0(NMAX),DB0(NMAX),DDB0(NMAX) C DIMENSION B1(NMAX),DB1(NMAX),DDB1(NMAX) C DIMENSION DB2(NMAX),DDB2(NMAX) C DIMENSION Q(NMAX),SQ(NMAX),VDER(NMAX),DBI(NMAX),BI(NMAX) INTEGER :: J,I,I1,I2,I3,IU, IV,N, NNIT, INF INTEGER :: fffff C REAL*8 EPS0 C INTEGER III01,III11,III21,III31,III41,III51 C *,III61,III71,III81,III91,III101 , III0 C COMMON/CHECK1/III01,III11,III21,III31,III41,III51 C *,III61,III71,III81,III91,III101 C COMMON/CHECKQ/III0 C COMMON /EPS/ EPS,EPSS,CEPSS C C Initiation of all constants and integration nodes 'INITINTEG' C ! CALL INITINTEG() ! OPEN(UNIT=8,FILE='min.out') ! OPEN(UNIT=9,FILE='Max.out') ! OPEN(UNIT=10,FILE='Maxmin.out') ! OPEN(UNIT=11,FILE='Maxmin.log') c c OBS. we are using the variables R,R1,R2 R3 as a temporary storage C for transformation g of the process. N = Nt CALL INITLEVELS(T,HHT,Nt,NU,Nv) C CALL INITLEVELS(Ulev,NU,Vlev,NV,T,HHT,Nt,R1,R2,NG) IF( Tg(1) .gt. Tg(ng)) then print *,'Error Tg must be strictly increasing' return end if if(abs(Tg(ng)-Tg(1))*abs(Xg(ng)-Xg(1)).lt.0.01d0) then print *,'The transformation g is singular, stop' return end if ! do IV=1,Nt ! print *, 'Cov', COV(IV,:) ! end do DO IV=1,Nv V=Vlev(IV) CALL TRANSF(NG,V,Xg,Tg,VALUE,DER) VT(IV)=VALUE Vdd(IV)=DER enddo DO IU=1,Nu U = Ulev(IU) CALL TRANSF(NG,U,Xg,Tg,VALUE,DER) UT(IU) = VALUE Udd(IU) = DER do IV=1,Nv UVdens(IU,IV)=0.0d0 enddo enddo CALL COVG(XL0,XL2,XL4,R1,R2,R3,COV,T,Nt) Q0=XL4 IF (Q0.le.1.0D0+EPS) then Print *,'Covariance structure is singular, stop.' return end if SQ0 = SQRT(Q0) Q1 = XL0-XL2*XL2/XL4 IF (Q1.le.EPS) then Print *,'Covariance structure is singular, stop.' return end if SQ1 = SQRT(Q1) DO I=1,Nt B0(I) =-COV(I,3) DB0(I) =-COV(I,4) DDB0(I)=-COV(I,5) B1(I) =COV(I,1)+COV(I,3)*(XL2/XL4) DB1(I) =COV(I,2)+COV(I,4)*(XL2/XL4) DDB1(I)=COV(I,3)+XL2*(COV(I,5)/XL4) C C Q(I) contains Var(X(T(i))|X'(0),X''(0),X(0)) C VDER(I) contains Var(X''(T(i))|X'(0),X''(0),X(0)) C Q(I)=XL0 - COV(I,2)*(COV(I,2)/XL2) - B0(I)*(B0(I)/Q0) 1 -B1(I)*(B1(I)/Q1) VDER(I)=XL4 - (COV(I,4)*COV(I,4))/XL2 - (DDB0(I)*DDB0(I))/Q0 1 - (DDB1(I)*DDB1(I))/Q1 C C DDB2(I) contains Cov(X''(T(i)),X(T(i))|X'(0),X''(0),X(0)) C DDB2(I)=-XL2 - (COV(I,2)*COV(I,4))/XL2 - DDB0(I)*(B0(I)/Q0) 1 -DDB1(I)*(B1(I)/Q1) IF(Q(I).LE.eps) then SQ(i) =0.0d0 DDB2(i)=0.0d0 else SQ(I)=SQRT(Q(I)) C C VDER(I) contains Var(X''(T(i))|X'(0),X''(0),X(0),X(T(i)) C VDER(I)=VDER(I) - (DDB2(I)*DDB2(I))/Q(I) end if c10 CONTINUE enddo DO I=1,Nt DO J=1,Nt C C R1 contains Cov(X(T(I)),X'(T(J))|X'(0),X''(0),X(0)) C R1(J+(I-1)*N) = R1(J+(I-1)*N) - COV(I,2)*(COV(J,3)/XL2) 1 - (B0(I)*DB0(J)/Q0) - (B1(I)*DB1(J)/Q1) C C R2 contains Cov(X'(T(I)),X'(T(J))|X'(0),X''(0),X(0)) C R2(J+(I-1)*N) = -R2(J+(I-1)*N) - COV(I,3)*(COV(J,3)/XL2) 1 - DB0(I)*DB0(J)/Q0 - DB1(I)*(DB1(J)/Q1) C C R3 contains Cov(X''(T(I)),X'(T(J))|X'(0),X''(0),X(0)) C R3(J+(I-1)*N) = R3(J+(I-1)*N) - COV(I,4)*(COV(J,3)/XL2) 1 - DB0(J)*(DDB0(I)/Q0) - DDB1(I)*(DB1(J)/Q1) c15 CONTINUE enddo enddo C The initiations are finished and we are beginning with 3 loops C on T=T(I), U=Ulevels(IU), V=Ulevels(IV), U>V. DO I=1,Nt NNIT=NIT IF (Q(I).LE.EPS) GO TO 20 DO I1=1,I DB2(I1)=R1(I1+(I-1)*N) C Cov(X'(T(I1)),X(T(i))|X'(0),X''(0),X(0)) C DDB2(I) contains Cov(X''(T(i)),X(T(i))|X'(0),X''(0),X(0)) enddo DO I3=1,I DBI(I3) = R3(I3+(I-1)*N) - (DDB2(I)*DB2(I3)/Q(I)) BI(I3) = R2(I3+(I-1)*N) - (DB2(I)*DB2(I3)/Q(I)) enddo DO I3=1,I-1 AI(I3)=0.0d0 AI(I3+I-1)=DB0(I3)/SQ0 AI(I3+2*(I-1))=DB1(I3)/SQ1 AI(I3+3*(I-1))=DB2(I3)/SQ(I) enddo VDERI=VDER(I) DAI(1)=0.0d0 DAI(2)=DDB0(I)/SQ0 DAI(3)=DDB1(I)/SQ1 DAI(4)=DDB2(I)/SQ(I) AA(1,1)=DB0(I)/SQ0 AA(1,2)=DB1(I)/SQ1 AA(1,3)=DB2(I)/SQ(I) AA(2,1)=XL2/SQ0 AA(2,2)=SQ1 AA(2,3)=0.0d0 AA(3,1)=B0(I)/SQ0 AA(3,2)=B1(I)/SQ1 AA(3,3)=SQ(I) IF (BI(I).LE.EPS) NNIT=0 IF (NNIT.GT.1) THEN IF(I.LT.1) GO TO 41 DO I1=1,I-1 DO I2=1,I-1 C R contains Cov(X'(T(I1)),X'(T(I2))|X'(0),X''(0),X(0),X(I)) R(I2+(I1-1)*(I-1))=R2(I2+(I1-1)*N)-(DB2(I1)*DB2(I2)/Q(I)) enddo enddo 41 CONTINUE END IF C Here the covariance of the problem would be initiated INF=0 Print *,' Laps to go:',Nt-I+1 DO IV=1,Nv V=VT(IV) ! IF (ABS(V).GT.5.0D0) GO TO 80 IF (Vdd(IV).LT.EPS0) GO TO 80 DO IU=1,Nu U=UT(IU) IF (U.LE.V) go to 60 ! IF (ABS(U).GT.5.0D0) GO TO 60 IF (Udd(IU).LT.EPS0) GO TO 60 BB(1)=0.0d0 BB(2)=U BB(3)=V ! if (IV.EQ.2.AND.IU.EQ.1) THEN ! fffff = 10 ! endif CALL MREG(F,R,BI,DBI,AA,BB,AI,DAI,VDERI,3,I-1,NNIT,INF) INF=1 UVdens(IU,IV) = UVdens(IU,IV) + Udd(IU)*Vdd(IV)*HHT(I)*F ! if (F.GT.0.01.AND.U.GT.2.AND.V.LT.-2) THEN ! if (N-I+1 .eq. 38.and.IV.EQ.26.AND.IU.EQ.16) THEN ! if (IV.EQ.32.AND.IU.EQ.8.and.I.eq.11) THEN ! PRINT * ,' R:', R(1:I) ! PRINT * ,' BI:', BI(1:I) ! PRINT * ,' DBI:', DBI(1:I) ! PRINT * ,' DB2:', DB2(1:I) ! PRINT * ,' DB0(1):', DB0(1) ! PRINT * ,' DB1(1):', DB1(1) ! PRINT * ,' DAI:', DAI ! PRINT * ,' BB:', BB ! PRINT * ,' VDERI:', VDERI ! PRINT * ,' F :', F ! PRINT * ,' UVDENS :', UVdens(IU,IV) ! fffff = 10 ! endif 60 CONTINUE enddo 80 continue enddo 20 CONTINUE enddo hhhh=0.0d0 do Iu=1,Nu do Iv=1,Nv ! WRITE(10,300) Ulev(iu),Vlev(iv),UVdens(iu,iv) hhhh=hhhh+UVdens(iu,iv) enddo enddo if (nu.gt.1.and.nv.gt.1) then VALUE = (Ulev(2)-Ulev(1))*(Vlev(2)-Vlev(1))*hhhh print *,'SumSum f_uv *du*dv=', VALUE end if C sder=sqrt(XL4-XL2*XL2/XL0) C cder=-XL2/sqrt(XL0) C const1=1/sqrt(XL0*XL4) C DO 95 IU=1,NU C U=UT(IU) C FM=Udd(IU)*const1*exp(-0.5*U*U/XL0)*PMEAN(-cder*U,sder) C WRITE(9,300) Ulev(IU),FM C 95 continue C DO 105 IV=1,NV C V=VT(IV) C VV=cder*V C Fm=Vdd(IV)*const1*exp(-0.5*V*V/XL0)*PMEAN(VV,sder) C WRITE(8,300) Vlev(IV),Fm C 105 continue if (III0.eq.0) III0=1 PRINT *, 'Rate of calls RINDT0:',float(iii01)/float(III0) PRINT *, 'Rate of calls RINDT1:',float(iii11)/float(III0) PRINT *, 'Rate of calls RINDT2:',float(iii21)/float(III0) PRINT *, 'Rate of calls RINDT3:',float(iii31)/float(III0) PRINT *, 'Rate of calls RINDT4:',float(iii41)/float(III0) PRINT *, 'Rate of calls RINDT5:',float(iii51)/float(III0) PRINT *, 'Rate of calls RINDT6:',float(iii61)/float(III0) PRINT *, 'Rate of calls RINDT7:',float(iii71)/float(III0) PRINT *, 'Rate of calls RINDT8:',float(iii81)/float(III0) PRINT *, 'Rate of calls RINDT9:',float(iii91)/float(III0) PRINT *, 'Rate of calls RINDT10:',float(iii101)/float(III0) PRINT *, 'Number of calls of RINDT*',III0 return END subroutine cov2mmpdfreg