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*DECK DREKOU
      SUBROUTINE DREKOU(IPRINT,IPGPT,IPMAC1,IPMAC2,IPFLX,IPTRK,IPGRAD,
     1 NG,NREG,ITYPE,IELEM,NMIL,NALBP,NUN,NFIS1,NFIS2,ILEAK1,ILEAK2,
     2 IDF2,MATCOD,KEYFLX,VOL,LNO,RMSD)
*
*-----------------------------------------------------------------------
*
*Purpose:
* Compute the GPT sources corresponding to the gradient of the RMS
* absorption distribution. Case with direct effect.
*
*Copyright:
* Copyright (C) 2017 Ecole Polytechnique de Montreal
* This library is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 2.1 of the License, or (at your option) any later version
*
*Author(s): 
* A. Hebert
*
*Parameters: input
* IPRINT  print parameter
* IPGPT   pointer to the L_SOURCE data structure.
* IPMAC1  pointer to the actual macrolib structure.
* IPMAC2  pointer to the reference macrolib structure.
* IPFLX   pointer to the multigroup flux.
* IPTRK   pointer to the tracking object.
* IPGRAD  pointer to the L_OPTIMIZE object.
* NG      number of energy groups.
* NREG    number of regions.
* NMIL    number of material mixtures.
* NALBP   number of physical albedos.
* NUN     number of unknowns per energy group.
* NFIS1   number of fissile isotopes in actual macrolib.
* NFIS2   number of fissile isotopes in reference macrolib.
* ILEAK1  type of leakage calculation in actual macrolib
*         =0: no leakage; =1: homogeneous leakage (Diffon).
* ILEAK2  type of leakage calculation in reference macrolib.
* IDF2    ADF type, 0 = none, 1 = Albedo, 2 = FD_B/FD_C/..., 3 = ADF.
* MATCOD  material mixture indices per region.
* KEYFLX  position of averaged fluxes in unknown vector.
* VOL     volumes.
* LNO     flag set to .true. to exit after calculation of RMS.
*
*Parameters: output
* RMSD    RMS error on rate distribution.
*
*Parameters: 
* ITYPE
* IELEM
*
*-----------------------------------------------------------------------
*
      USE GANLIB
*----
*  SUBROUTINE ARGUMENTS
*----
      TYPE(C_PTR) IPGPT,IPMAC1,IPMAC2,IPFLX,IPTRK,IPGRAD
      INTEGER IPRINT,NG,NREG,ITYPE,IELEM,NMIL,NALBP,NUN,NFIS1,NFIS2,
     > ILEAK1,ILEAK2,IDF2,MATCOD(NREG),KEYFLX(NREG)
      REAL VOL(NREG)
      DOUBLE PRECISION RMSD
      LOGICAL LNO
*----
*  LOCAL VARIABLES
*----
      PARAMETER (NSTATE=40)
      TYPE(C_PTR) JPMAC1,JPMAC2,KPMAC1,KPMAC2,JPFLX,JPGPT,KPGPT
      INTEGER ISTATE(NSTATE)
      DOUBLE PRECISION SOUT1,SOUT2,GRATOT,SOUTOT,AB1TOT,AB2TOT,FI1TOT,
     > FI2TOT,SUM1,DSUM,DELTA,OUT,SA,SF,SUNGAR,ABS2M,OUT2M,AIL,BIL,DEN1,
     > DEN2
      CHARACTER HSMG*131
      DOUBLE PRECISION, PARAMETER :: EPS=1.0E-4,EPSL=1.0E-4
*----
*  ALLOCATABLE ARRAYS
*----
      INTEGER, ALLOCATABLE, DIMENSION(:) :: IJJ,NJJ,IPOS,IREL,KN,IQFR
      REAL, ALLOCATABLE, DIMENSION(:) :: GAR,WORK,SUNK,FLUX,QFR,OUTG1,
     > OUTG2,DIFHOM,DIFF
      REAL, ALLOCATABLE, DIMENSION(:,:) :: PHI1,PHI2,ABS1,ABS2,NUF1,
     > NUF2,GAMMA,OUTG2R
      REAL, ALLOCATABLE, DIMENSION(:,:,:) :: CHI1,CHI2,RHS1,LHS1,RHS2,
     > LHS2
      DOUBLE PRECISION, ALLOCATABLE, DIMENSION(:) :: VARV,GRAD,RHS,CONST
      DOUBLE PRECISION, ALLOCATABLE, DIMENSION(:,:) :: SIGA,SIGF
*----
*  SCRATCH STORAGE ALLOCATION
*----
      ALLOCATE(PHI1(NMIL,NG),PHI2(NMIL,NG),ABS1(NMIL,NG),ABS2(NMIL,NG),
     1 RHS1(NMIL,NG,NG),LHS1(NMIL,NG,NG),RHS2(NMIL,NG,NG),
     2 LHS2(NMIL,NG,NG),CONST(NG),IREL(NG),RHS(NG),GAMMA(NUN,NG),
     3 OUTG1(NG),OUTG2(NG),OUTG2R(NG,2),SIGA(NMIL,NG),SIGF(NMIL,NG))
*----
*  COMPUTE THE ACTUAL AND REFERENCE REACTION RATE MATRICES
*----
      CALL LCMGET(IPMAC1,'K-EFFECTIVE',ZKEFF1)
      CALL LCMGET(IPMAC2,'K-EFFECTIVE',ZKEFF2)
      IF(IDF2.EQ.1) THEN
        CALL LCMSIX(IPMAC2,'ADF',1)
        CALL LCMLEN(IPMAC2,'ALBS00',ILCMLN,ITYLCM)
        IF(ILCMLN.NE.2*NG) CALL XABORT('DREKOU: WRONG ALBS00 LENGTH.')
        CALL LCMGET(IPMAC2,'ALBS00',OUTG2R)
        CALL LCMSIX(IPMAC2,' ',2)
      ENDIF
      CALL LCMLEN(IPMAC1,'B2  B1HOM',ILCMLN,ITYLCM)
      IF(ILCMLN.EQ.1) THEN
        CALL LCMGET(IPMAC1,'B2  B1HOM',B21)
      ELSE
        B21=0.0
      ENDIF
      CALL LCMLEN(IPMAC2,'B2  B1HOM',ILCMLN,ITYLCM)
      IF(ILCMLN.EQ.1) THEN
        CALL LCMGET(IPMAC2,'B2  B1HOM',B22)
      ELSE
        B22=0.0
      ENDIF
      IF((ILEAK1.EQ.1).AND.(IPRINT.GT.0)) THEN
        WRITE(6,'(/22H DREKOU:     MACRO B2=,1P,E12.4)') B21
      ENDIF
      IF((ILEAK2.EQ.1).AND.(IPRINT.GT.0)) THEN
        WRITE(6,'(/22H DREKOU: REFERENCE B2=,1P,E12.4)') B22
      ENDIF
      RHS1(:NMIL,:NG,:NG)=0.0
      LHS1(:NMIL,:NG,:NG)=0.0
      RHS2(:NMIL,:NG,:NG)=0.0
      LHS2(:NMIL,:NG,:NG)=0.0
      SIGA(:NMIL,:NG)=0.0D0
      SIGF(:NMIL,:NG)=0.0D0
      JPMAC1=LCMGID(IPMAC1,'GROUP')
      JPMAC2=LCMGID(IPMAC2,'GROUP')
      ALLOCATE(IJJ(NMIL),NJJ(NMIL),IPOS(NMIL),GAR(NMIL),WORK(NMIL*NG),
     1 CHI1(NMIL,NFIS1,NG),NUF1(NMIL,NFIS1),CHI2(NMIL,NFIS2,NG),
     2 NUF2(NMIL,NFIS2),DIFHOM(NG),DIFF(NMIL))
      DO IG=1,NG
        KPMAC1=LCMGIL(JPMAC1,IG)
        CALL LCMGET(KPMAC1,'CHI',CHI1(1,1,IG))
        KPMAC2=LCMGIL(JPMAC2,IG)
        CALL LCMGET(KPMAC2,'CHI',CHI2(1,1,IG))
        CALL LCMLEN(KPMAC1,'FLUX-INTG',ILG,ITYLCM)
        IF(ILG.NE.NMIL) CALL XABORT('DREKOU: MISSING ACTUAL FLUX.')
        CALL LCMLEN(KPMAC2,'FLUX-INTG',ILG,ITYLCM)
        IF(ILG.NE.NMIL) CALL XABORT('DREKOU: MISSING REFERENCE FLUX.')
        CALL LCMGET(KPMAC1,'FLUX-INTG',PHI1(1,IG))
        CALL LCMGET(KPMAC2,'FLUX-INTG',PHI2(1,IG))
      ENDDO
      DO IG=1,NG
        KPMAC1=LCMGIL(JPMAC1,IG)
        KPMAC2=LCMGIL(JPMAC2,IG)
        IF(ILEAK1.EQ.1) THEN
          CALL LCMLEN(KPMAC1,'DIFF',ILCMLN,ITYLCM)
          IF(ILCMLN.GT.0) THEN
            CALL LCMGET(KPMAC1,'DIFF',DIFF)
          ELSE
            CALL LCMGET(IPMAC1,'DIFHOMB1HOM',DIFHOM)
            DO IBM=1,NMIL
              DIFF(IBM)=DIFHOM(IG)
            ENDDO
          ENDIF
        ELSE
          DIFF(:NMIL)=0.0
        ENDIF
        CALL LCMGET(KPMAC1,'NTOT0',GAR)
        CALL LCMGET(KPMAC1,'SCAT00',WORK)
        CALL LCMGET(KPMAC1,'NJJS00',NJJ)
        CALL LCMGET(KPMAC1,'IJJS00',IJJ)
        CALL LCMGET(KPMAC1,'IPOS00',IPOS)
        DO IBM=1,NMIL
          SIGA(IBM,IG)=SIGA(IBM,IG)+GAR(IBM)
          IPOSDE=IPOS(IBM)
          DO JG=IJJ(IBM),IJJ(IBM)-NJJ(IBM)+1,-1
*           IG <-- JG
            RHS1(IBM,IG,JG)=RHS1(IBM,IG,JG)-WORK(IPOSDE)*PHI1(IBM,JG)
            SIGA(IBM,JG)=SIGA(IBM,JG)-WORK(IPOSDE)
            IPOSDE=IPOSDE+1
          ENDDO
          RHS1(IBM,IG,IG)=RHS1(IBM,IG,IG)+(GAR(IBM)+B21*DIFF(IBM))*
     >    PHI1(IBM,IG)
        ENDDO
        CALL LCMGET(KPMAC1,'NUSIGF',NUF1)
        DO IBM=1,NMIL
          DO IFIS=1,NFIS1
            DO JG=1,NG
              LHS1(IBM,JG,IG)=LHS1(IBM,JG,IG)+CHI1(IBM,IFIS,JG)*
     >        NUF1(IBM,IFIS)*PHI1(IBM,IG)
              SIGF(IBM,IG)=SIGF(IBM,IG)+CHI1(IBM,IFIS,JG)*NUF1(IBM,IFIS)
            ENDDO
          ENDDO
        ENDDO
*
        IF(ILEAK2.EQ.1) THEN
          CALL LCMLEN(KPMAC2,'DIFF',ILCMLN,ITYLCM)
          IF(ILCMLN.GT.0) THEN
            CALL LCMGET(KPMAC2,'DIFF',DIFF)
          ELSE
            CALL LCMGET(IPMAC2,'DIFHOMB1HOM',DIFHOM)
            DO IBM=1,NMIL
              DIFF(IBM)=DIFHOM(IG)
            ENDDO
          ENDIF
        ELSE
          DIFF(:NMIL)=0.0
        ENDIF
        CALL LCMGET(KPMAC2,'NTOT0',GAR)
        CALL LCMGET(KPMAC2,'SCAT00',WORK)
        CALL LCMGET(KPMAC2,'NJJS00',NJJ)
        CALL LCMGET(KPMAC2,'IJJS00',IJJ)
        CALL LCMGET(KPMAC2,'IPOS00',IPOS)
        DO IBM=1,NMIL
          IPOSDE=IPOS(IBM)
          DO JG=IJJ(IBM),IJJ(IBM)-NJJ(IBM)+1,-1
*           IG <-- JG
            RHS2(IBM,IG,JG)=RHS2(IBM,IG,JG)-WORK(IPOSDE)*PHI2(IBM,JG)
            IPOSDE=IPOSDE+1
          ENDDO
          RHS2(IBM,IG,IG)=RHS2(IBM,IG,IG)+(GAR(IBM)+B22*DIFF(IBM))*
     >    PHI2(IBM,IG)
        ENDDO
        CALL LCMGET(KPMAC2,'NUSIGF',NUF2)
        DO IBM=1,NMIL
          DO IFIS=1,NFIS2
            DO JG=1,NG
              LHS2(IBM,JG,IG)=LHS2(IBM,JG,IG)+CHI2(IBM,IFIS,JG)*
     >        NUF2(IBM,IFIS)*PHI2(IBM,IG)
            ENDDO
          ENDDO
        ENDDO
      ENDDO
      DEALLOCATE(DIFF,DIFHOM,NUF2,CHI2,NUF1,CHI1,WORK,GAR,IPOS,NJJ,IJJ)
*----
*  COMPUTE THE ACTUAL AND REFERENCE ABSORPTION AND FISSION RATES
*----
      AB1TOT=0.0D0
      AB2TOT=0.0D0
      FI1TOT=0.0D0
      FI2TOT=0.0D0
      DO IG=1,NG
        OUTG1(IG)=0.0
        OUTG2(IG)=0.0
        DO IBM=1,NMIL
          OUTG1(IG)=OUTG1(IG)+SUM(LHS1(IBM,IG,:NG))/ZKEFF1-
     1    SUM(RHS1(IBM,IG,:NG))
          OUTG2(IG)=OUTG2(IG)+SUM(LHS2(IBM,IG,:NG))/ZKEFF2-
     1    SUM(RHS2(IBM,IG,:NG))
          ABS1(IBM,IG)=SUM(RHS1(IBM,:NG,IG))
          ABS2(IBM,IG)=SUM(RHS2(IBM,:NG,IG))
          AB1TOT=AB1TOT+ABS1(IBM,IG)
          AB2TOT=AB2TOT+ABS2(IBM,IG)
          FI1TOT=FI1TOT+SUM(LHS1(IBM,:NG,IG))
          FI2TOT=FI2TOT+SUM(LHS2(IBM,:NG,IG))
        ENDDO
        IF(IDF2.EQ.1) OUTG2(IG)=OUTG2R(IG,1)-OUTG2R(IG,2)
        IF((NALBP.GT.0).AND.(OUTG2(IG).LT.-1.0E-6)) THEN
          WRITE(HSMG,'(44HDREKOU: INCONSISTENT REFERENCE LEAKAGE IN GR,
     1    3HOUP,I4,7H. LEAK=,1P,E13.4)') IG,OUTG2(IG)
          CALL XABORT(HSMG)
        ENDIF
      ENDDO
*----
*  COMPUTE THE ACTUAL LEAKAGE FROM OUT-CURRENTS
*----
      OUT=0.0D0
      GAMMA(:NUN,:NG)=0.0
      IF(NALBP.GT.0) THEN
        CALL LCMLEN(IPTRK,'KN',MAXKN,ITYLCM)
        CALL LCMLEN(IPTRK,'QFR',MAXQF,ITYLCM)
        ALLOCATE(KN(MAXKN),QFR(MAXQF),IQFR(MAXQF),FLUX(NUN))
        CALL LCMGET(IPTRK,'KN',KN)
        CALL LCMGET(IPTRK,'QFR',QFR)
        CALL LCMGET(IPTRK,'IQFR',IQFR)
        JPFLX=LCMGID(IPFLX,'FLUX')
        DO IG=1,NG
          CALL LCMGDL(JPFLX,IG,FLUX)
          CALL DREJ02(ITYPE,IELEM,NREG,NUN,MAXKN,MAXQF,MATCOD,KN,QFR,
     1    IQFR,VOL,FLUX,OUTG1(IG),GAMMA(1,IG))
          OUT=OUT+OUTG1(IG)
          IF(IPRINT.GT.0) WRITE(6,130) IG,OUTG1(IG)/REAL(AB1TOT),
     1    OUTG2(IG)/REAL(AB2TOT)
        ENDDO
        DEALLOCATE(FLUX,IQFR,QFR,KN)
      ENDIF
*----
*  COMPUTE MACRO AND REFERENCE K-EFFECTIVE
*----
      DEN1=0.0D0
      DEN2=0.0D0
      DO IG=1,NG
        OUTG1(IG)=OUTG1(IG)+SUM(ABS1(:NMIL,IG))
        OUTG2(IG)=OUTG2(IG)+SUM(ABS2(:NMIL,IG))
        DEN1=DEN1+OUTG1(IG)
        DEN2=DEN2+OUTG2(IG)
      ENDDO
      IF(IPRINT.GT.0) THEN
        WRITE(6,'(/24H DREKOU:     MACRO KEFF=,1P,E12.5)') FI1TOT/DEN1
        WRITE(6,'(/24H DREKOU: REFERENCE KEFF=,1P,E12.5)') FI2TOT/DEN2
      ENDIF
*----
*  GET INFORMATION FROM L_OPTIMIZE OBJECT
*----
      CALL LCMGET(IPGRAD,'DEL-STATE',ISTATE)
      IF(ISTATE(4).LE.2) CALL XABORT('DREKOU: NO DIRECT EFFECT WITH '
     > //'THIS TYPE OF PERTURBATION.')
      IF(ISTATE(7).NE.1) CALL XABORT('DREKOU: IBM1=1 EXPECTED.')
      IF(ISTATE(8).NE.NMIL) CALL XABORT('DREKOU: IBM2=NMIL EXPECTED.')
      IMC=ISTATE(4)-2
      NGR1=ISTATE(5)
      NGR2=ISTATE(6)
      IF(IMC.LE.2) THEN
        NPERT=(NMIL+NALBP)*(NGR2-NGR1+1)
      ELSE
        NPERT=NALBP*(NGR2-NGR1+1)
      ENDIF
      ALLOCATE(VARV(NPERT))
      CALL LCMGET(IPGRAD,'VAR-VALUE',VARV)
*----
*  COMPUTE THE RMS FUNCTIONAL AND CONSTRAINTS
*----
      IREL(:NGR2-NGR1+1)=0
      RHS(:NGR2-NGR1+1)=0.0D0
      WEI=REAL(NMIL)
      RMSD=0.0D0
      IF(IMC.LE.2) THEN
        IPERT=0
        DO IG=NGR1,NGR2
          SUM1=0.0D0
          DSUM=0.0D0
          DO IBM=1,NMIL
            IPERT=IPERT+1
            ABS2M=MAX(EPS*AB2TOT,DBLE(ABS2(IBM,IG)))
            DELTA=ABS1(IBM,IG)*AB2TOT/(ABS2M*AB1TOT)-ABS2(IBM,IG)/ABS2M
            RMSD=RMSD+DELTA**2
            SUM1=SUM1+PHI2(IBM,IG)/VARV(IPERT)
            DSUM=DSUM+PHI2(IBM,IG)
          ENDDO
          DELTA=SUM1/DSUM-1.0D0
          RMSD=RMSD+DELTA**2
          CONST(IG-NGR1+1)=DELTA
          IPERT=IPERT+NALBP
        ENDDO
      ENDIF
      IF(NALBP.GT.0) THEN
        DO IG=1,NG
          OUT2M=MAX(EPSL*FI2TOT,DBLE(OUTG2(IG)))
          DELTA=OUTG1(IG)*FI2TOT/(OUT2M*FI1TOT)-OUTG2(IG)/OUT2M
          RMSD=RMSD+WEI*DELTA**2
        ENDDO
      ENDIF
      IF(IPRINT.GT.0) THEN
        WRITE(6,100) RMSD
        IF(IMC.LE.2) THEN
          DO IG=NGR1,NGR2
            WRITE(6,110) IG,CONST(IG-NGR1+1)
          ENDDO
        ENDIF
      ENDIF
      IF((IPRINT.GT.2).AND.(IMC.LE.2)) THEN
        DO IG=1,NG
          WRITE(6,'(7H GROUP=,I4)') IG
          DO IBM=1,NMIL
            WRITE(6,120) IBM,ABS1(IBM,IG)/REAL(AB1TOT),
     1                   ABS2(IBM,IG)/REAL(AB2TOT)
          ENDDO
        ENDDO
      ENDIF
*----
*  STORE INFORMATION ON L_OPTIMIZE OBJECT
*----
      CALL LCMPUT(IPGRAD,'FOBJ-CST-VAL',1,4,RMSD)
      IF(LNO) GO TO 20
*----
*  COMPUTE THE GRADIENT OF THE RMS FUNCTIONAL
*----
      ALLOCATE(SUNK(NUN))
      JPGPT=LCMLID(IPGPT,'ASOUR',1)
      KPGPT=LCMLIL(JPGPT,1,NG)
      DO IG=1,NG
        SUNK(:NUN)=0.0
        DO IR=1,NREG
          IUNK=KEYFLX(IR)
          IF(IUNK.EQ.0) CYCLE
          IBM=MATCOD(IR)
          IF(IBM.EQ.0) CYCLE
          SA=SIGA(IBM,IG)
          SF=SIGF(IBM,IG)
          SOUT1=0.0D0
          SOUT2=0.0D0
          SUNGAR=0.0D0
          IF(IMC.LE.2) THEN
            DO JG=1,NG
              DO JBM=1,NMIL
               ABS2M=MAX(EPS*AB2TOT,DBLE(ABS2(JBM,JG)))
               DELTA=ABS1(JBM,JG)*AB2TOT/(ABS2M*AB1TOT)-ABS2(JBM,JG)/
     1         ABS2M
               IF((IG.EQ.JG).AND.(IBM.EQ.JBM)) THEN
                 SOUT1=SOUT1+DELTA/ABS2M
               ENDIF
               SOUT2=SOUT2+(ABS1(JBM,JG)/AB1TOT)*DELTA/ABS2M
              ENDDO
            ENDDO
            SUNGAR=2.0D0*VOL(IR)*SA*AB2TOT*(SOUT1-SOUT2)/AB1TOT
          ENDIF
          IF(NALBP.GT.0) THEN
            SOUT1=0.0D0
            SOUT2=0.0D0
            DO JG=1,NG
              OUT2M=MAX(EPSL*FI2TOT,DBLE(OUTG2(JG)))
              DELTA=OUTG1(JG)*FI2TOT/(OUT2M*FI1TOT)-OUTG2(JG)/OUT2M
              IF(IG.EQ.JG) SOUT1=SOUT1+DELTA*SA/OUT2M
              SOUT2=SOUT2+(OUTG1(JG)/FI1TOT)*DELTA*SF/OUT2M
            ENDDO
            SUNGAR=SUNGAR+2.0D0*VOL(IR)*WEI*FI2TOT*(SOUT1-SOUT2)/FI1TOT
          ENDIF
          SUNK(IUNK)=REAL(SUNGAR)
        ENDDO
        IF(NALBP.GT.0) THEN
          OUT2M=MAX(EPSL*FI2TOT,DBLE(OUTG2(IG)))
          DELTA=OUTG1(IG)*FI2TOT/(OUT2M*FI1TOT)-OUTG2(IG)/OUT2M
          DO IUNK=1,NUN
            SOUT1=DELTA*GAMMA(IUNK,IG)/OUT2M
            SUNK(IUNK)=SUNK(IUNK)+2.0*WEI*REAL(FI2TOT*SOUT1/FI1TOT)
          ENDDO
        ENDIF
        CALL LCMPDL(KPGPT,IG,NUN,2,SUNK)
      ENDDO
*----
*  CHECK SOURCE ORTHOGONALITY
*----
      ALLOCATE(FLUX(NUN))
      JPFLX=LCMGID(IPFLX,'FLUX')
      AIL=0.0D0
      BIL=0.0D0
      DO IG=1,NG
        CALL LCMGDL(KPGPT,IG,SUNK)
        CALL LCMGDL(JPFLX,IG,FLUX)
        DO IUNK=1,NUN
          GAZ=FLUX(IUNK)*SUNK(IUNK)
          DAZ=FLUX(IUNK)**2
          AIL=AIL+GAZ
          BIL=BIL+DAZ
        ENDDO
      ENDDO
      DSUM=ABS(AIL)/ABS(BIL)/REAL(NUN)
      IF(IPRINT.GT.0) THEN
        WRITE(6,'(/21H DREKOU: DOT PRODUCT=,1P,E11.4)') DSUM
      ENDIF
      IF(ABS(DSUM).GT.1.0E-4) THEN
        WRITE(HSMG,'(36HDREKOU: NON ORTHOGONAL SOURCE (DSUM=,1P,E11.3,
     1  2H).)') DSUM
        CALL XABORT(HSMG)
      ENDIF
      DEALLOCATE(FLUX,SUNK)
*----
*  COMPUTE THE DIRECT GRADIENTS
*----
      ALLOCATE(GRAD(NPERT))
      GRAD(:NPERT)=0.0D0
      IF(IMC.GT.2) GO TO 10
      IPERT=0
      DO IG=NGR1,NGR2
        DSUM=0.0D0
        DO IBM=1,NMIL
          DSUM=DSUM+PHI2(IBM,IG)
        ENDDO
        DO IBM=1,NMIL
          IPERT=IPERT+1
          GRATOT=0.0D0
          DO JG=1,NG
            DO JBM=1,NMIL
             SOUTOT=0.0D0
             IF((IG.EQ.JG).AND.(IBM.EQ.JBM)) SOUTOT=1.0
             SOUTOT=SOUTOT-ABS1(IBM,IG)/AB1TOT
             ABS2M=MAX(EPS*AB2TOT,DBLE(ABS2(JBM,JG)))
             DELTA=ABS1(JBM,JG)*AB2TOT/(ABS2M*AB1TOT)-ABS2(JBM,JG)/ABS2M
             GRATOT=GRATOT+SOUTOT*ABS1(JBM,JG)*DELTA*AB2TOT/ABS2M
            ENDDO
          ENDDO
          GRAD(IPERT)=2.0D0*GRATOT/AB1TOT/VARV(IPERT)
          IF(NALBP.GT.0) THEN
            SOUT1=0.0D0
            SOUT2=0.0D0
            DO JG=1,NG
              OUT2M=MAX(EPSL*FI2TOT,DBLE(OUTG2(JG)))
              DELTA=OUTG1(JG)*FI2TOT/(OUT2M*FI1TOT)-OUTG2(JG)/OUT2M
              IF(IG.EQ.JG) SOUT1=SOUT1+ABS1(IBM,IG)*DELTA/OUT2M
              SOUT2=SOUT2+(OUTG1(JG)/FI1TOT)*SUM(LHS1(IBM,:NG,IG))*
     1        DELTA/OUT2M
            ENDDO
            GRAD(IPERT)=GRAD(IPERT)+2.0D0*WEI*FI2TOT*(SOUT1-SOUT2)/
     1      FI1TOT/VARV(IPERT)
          ENDIF
*         equality constraints
          GRAD(IPERT)=GRAD(IPERT)-2.0D0*CONST(IG-NGR1+1)*PHI2(IBM,IG)/
     1    (DSUM*VARV(IPERT)**2)
        ENDDO
        IPERT=IPERT+NALBP
      ENDDO
   10 CALL LCMPUT(IPGRAD,'GRADIENT-DIR',NPERT,4,GRAD)
      DEALLOCATE(GRAD)
*----
*  SCRATCH STORAGE DEALLOCATION
*----
   20 DEALLOCATE(VARV,SIGF,SIGA,OUTG2R,OUTG2,OUTG1,GAMMA,RHS,IREL,CONST,
     1 LHS2,RHS2,LHS1,RHS1,ABS2,ABS1,PHI2,PHI1)
      RETURN
*
  100 FORMAT(/40H DREKOU: RMS ERROR ON RATE DISTRIBUTION=,1P,E11.4)
  110 FORMAT(23H DREKOU:    CONSTRAINT(,I4,2H)=,1P,E11.4)
  120 FORMAT(5X,16HABSORPTION RATE(,I4,2H)=,1P,2E12.4)
  130 FORMAT(5X,6HGROUP=,I4,9H LEAKAGE=,1P,2E12.4)
      END