dlsoda

ODEPACK :: dlsode
 This is the 12 November 2003 version of
 DLSODA: Livermore Solver for Ordinary Differential Equations, with
         Automatic method switching for stiff and nonstiff problems.

 This version is in double precision.

 DLSODA solves the initial value problem for stiff or nonstiff
 systems of first order ODEs,
     dy/dt = f(t,y) ,  or, in component form,
     dy(i)/dt = f(i) = f(i,t,y(1),y(2),...,y(NEQ)) (i = 1,...,NEQ).

 This a variant version of the DLSODE package.
 It switches automatically between stiff and nonstiff methods.
 This means that the user does not have to determine whether the
 problem is stiff or not, and the solver will automatically choose the
 appropriate method.  It always starts with the nonstiff method.

 Authors:       Alan C. Hindmarsh
                Center for Applied Scientific Computing, L-561
                Lawrence Livermore National Laboratory
                Livermore, CA 94551
 and
                Linda R. Petzold
                Univ. of California at Santa Barbara
                Dept. of Computer Science
                Santa Barbara, CA 93106

 References:
 1.  Alan C. Hindmarsh,  ODEPACK, A Systematized Collection of ODE
     Solvers, in Scientific Computing, R. S. Stepleman et al. (Eds.),
     North-Holland, Amsterdam, 1983, pp. 55-64.
 2.  Linda R. Petzold, Automatic Selection of Methods for Solving
     Stiff and Nonstiff Systems of Ordinary Differential Equations,
     Siam J. Sci. Stat. Comput. 4 (1983), pp. 136-148.
     

Summary of Usage

 Communication between the user and the DLSODA package, for normal
 situations, is summarized here.  This summary describes only a subset
 of the full set of options available.  See the full description for
 details, including alternative treatment of the Jacobian matrix,
 optional inputs and outputs, nonstandard options, and
 instructions for special situations.  See also the example
 problem (with program and output) following this summary.

 A. First provide a subroutine of the form:
               SUBROUTINE F (NEQ, T, Y, YDOT)
               DOUBLE PRECISION T, Y(*), YDOT(*)
 which supplies the vector function f by loading YDOT(i) with f(i).

 B. Write a main program which calls Subroutine DLSODA once for
 each point at which answers are desired.  This should also provide
 for possible use of logical unit 6 for output of error messages
 by DLSODA.  On the first call to DLSODA, supply arguments as follows:
 F      = name of subroutine for right-hand side vector f.
          This name must be declared External in calling program.
 NEQ    = number of first order ODEs.
 Y      = array of initial values, of length NEQ.
 T      = the initial value of the independent variable.
 TOUT   = first point where output is desired (.ne. T).
 ITOL   = 1 or 2 according as ATOL (below) is a scalar or array.
 RTOL   = relative tolerance parameter (scalar).
 ATOL   = absolute tolerance parameter (scalar or array).
          the estimated local error in y(i) will be controlled so as
          to be less than
             EWT(i) = RTOL*ABS(Y(i)) + ATOL     if ITOL = 1, or
             EWT(i) = RTOL*ABS(Y(i)) + ATOL(i)  if ITOL = 2.
          Thus the local error test passes if, in each component,
          either the absolute error is less than ATOL (or ATOL(i)),
          or the relative error is less than RTOL.
          Use RTOL = 0.0 for pure absolute error control, and
          use ATOL = 0.0 (or ATOL(i) = 0.0) for pure relative error
          control.  Caution: actual (global) errors may exceed these
          local tolerances, so choose them conservatively.
 ITASK  = 1 for normal computation of output values of y at t = TOUT.
 ISTATE = integer flag (input and output).  Set ISTATE = 1.
 IOPT   = 0 to indicate no optional inputs used.
 RWORK  = real work array of length at least:
             22 + NEQ * MAX(16, NEQ + 9).
          See also Paragraph E below.
 LRW    = declared length of RWORK (in user's dimension).
 IWORK  = integer work array of length at least  20 + NEQ.
 LIW    = declared length of IWORK (in user's dimension).
 JAC    = name of subroutine for Jacobian matrix.
          Use a dummy name.  See also Paragraph E below.
 JT     = Jacobian type indicator.  Set JT = 2.
          See also Paragraph E below.
 Note that the main program must declare arrays Y, RWORK, IWORK,
 and possibly ATOL.

 C. The output from the first call (or any call) is:
      Y = array of computed values of y(t) vector.
      T = corresponding value of independent variable (normally TOUT).
 ISTATE = 2  if DLSODA was successful, negative otherwise.
          -1 means excess work done on this call (perhaps wrong JT).
          -2 means excess accuracy requested (tolerances too small).
          -3 means illegal input detected (see printed message).
          -4 means repeated error test failures (check all inputs).
          -5 means repeated convergence failures (perhaps bad Jacobian
             supplied or wrong choice of JT or tolerances).
          -6 means error weight became zero during problem. (Solution
             component i vanished, and ATOL or ATOL(i) = 0.)
          -7 means work space insufficient to finish (see messages).

 D. To continue the integration after a successful return, simply
 reset TOUT and call DLSODA again.  No other parameters need be reset.

 E. Note: If and when DLSODA regards the problem as stiff, and
 switches methods accordingly, it must make use of the NEQ by NEQ
 Jacobian matrix, J = df/dy.  For the sake of simplicity, the
 inputs to DLSODA recommended in Paragraph B above cause DLSODA to
 treat J as a full matrix, and to approximate it internally by
 difference quotients.  Alternatively, J can be treated as a band
 matrix (with great potential reduction in the size of the RWORK
 array).  Also, in either the full or banded case, the user can supply
 J in closed form, with a routine whose name is passed as the JAC
 argument.  These alternatives are described in the paragraphs on
 RWORK, JAC, and JT in the full description of the call sequence below.

Example Problem

 The following is a simple example problem, with the coding
 needed for its solution by DLSODA.  The problem is from chemical
 kinetics, and consists of the following three rate equations:
     dy1/dt = -.04*y1 + 1.e4*y2*y3
     dy2/dt = .04*y1 - 1.e4*y2*y3 - 3.e7*y2**2
     dy3/dt = 3.e7*y2**2
 on the interval from t = 0.0 to t = 4.e10, with initial conditions
 y1 = 1.0, y2 = y3 = 0.  The problem is stiff.

 The following coding solves this problem with DLSODA,
 printing results at t = .4, 4., ..., 4.e10.  It uses
 ITOL = 2 and ATOL much smaller for y2 than y1 or y3 because
 y2 has much smaller values.
 At the end of the run, statistical quantities of interest are
 printed (see optional outputs in the full description below).

     EXTERNAL FEX
     DOUBLE PRECISION ATOL, RTOL, RWORK, T, TOUT, Y
     DIMENSION Y(3), ATOL(3), RWORK(70), IWORK(23)
     NEQ = 3
     Y(1) = 1.
     Y(2) = 0.
     Y(3) = 0.
     T = 0.
     TOUT = .4
     ITOL = 2
     RTOL = 1.D-4
     ATOL(1) = 1.D-6
     ATOL(2) = 1.D-10
     ATOL(3) = 1.D-6
     ITASK = 1
     ISTATE = 1
     IOPT = 0
     LRW = 70
     LIW = 23
     JT = 2
     DO 40 IOUT = 1,12
       CALL DLSODA(FEX,NEQ,Y,T,TOUT,ITOL,RTOL,ATOL,ITASK,ISTATE,
    1     IOPT,RWORK,LRW,IWORK,LIW,JDUM,JT)
       WRITE(6,20)T,Y(1),Y(2),Y(3)
 20    FORMAT(' At t =',D12.4,'   Y =',3D14.6)
       IF (ISTATE .LT. 0) GO TO 80
 40    TOUT = TOUT*10.
     WRITE(6,60)IWORK(11),IWORK(12),IWORK(13),IWORK(19),RWORK(15)
 60  FORMAT(/' No. steps =',I4,'  No. f-s =',I4,'  No. J-s =',I4/
    1   ' Method last used =',I2,'   Last switch was at t =',D12.4)
     STOP
 80  WRITE(6,90)ISTATE
 90  FORMAT(///' Error halt.. ISTATE =',I3)
     STOP
     END

     SUBROUTINE FEX (NEQ, T, Y, YDOT)
     DOUBLE PRECISION T, Y, YDOT
     DIMENSION Y(3), YDOT(3)
     YDOT(1) = -.04*Y(1) + 1.D4*Y(2)*Y(3)
     YDOT(3) = 3.D7*Y(2)*Y(2)
     YDOT(2) = -YDOT(1) - YDOT(3)
     RETURN
     END

 The output of this program (on a CDC-7600 in single precision)
 is as follows:

   At t =  4.0000e-01   y =  9.851712e-01  3.386380e-05  1.479493e-02
   At t =  4.0000e+00   Y =  9.055333e-01  2.240655e-05  9.444430e-02
   At t =  4.0000e+01   Y =  7.158403e-01  9.186334e-06  2.841505e-01
   At t =  4.0000e+02   Y =  4.505250e-01  3.222964e-06  5.494717e-01
   At t =  4.0000e+03   Y =  1.831975e-01  8.941774e-07  8.168016e-01
   At t =  4.0000e+04   Y =  3.898730e-02  1.621940e-07  9.610125e-01
   At t =  4.0000e+05   Y =  4.936363e-03  1.984221e-08  9.950636e-01
   At t =  4.0000e+06   Y =  5.161831e-04  2.065786e-09  9.994838e-01
   At t =  4.0000e+07   Y =  5.179817e-05  2.072032e-10  9.999482e-01
   At t =  4.0000e+08   Y =  5.283401e-06  2.113371e-11  9.999947e-01
   At t =  4.0000e+09   Y =  4.659031e-07  1.863613e-12  9.999995e-01
   At t =  4.0000e+10   Y =  1.404280e-08  5.617126e-14  1.000000e+00

   No. steps = 361  No. f-s = 693  No. J-s =  64
   Method last used = 2   Last switch was at t =  6.0092e-03
   

Full description of user interface to DLSODA

 The user interface to DLSODA consists of the following parts.

 1.   The call sequence to Subroutine DLSODA, which is a driver
      routine for the solver.  This includes descriptions of both
      the call sequence arguments and of user-supplied routines.
      following these descriptions is a description of
      optional inputs available through the call sequence, and then
      a description of optional outputs (in the work arrays).

 2.   Descriptions of other routines in the DLSODA package that may be
      (optionally) called by the user.  These provide the ability to
      alter error message handling, save and restore the internal
      Common, and obtain specified derivatives of the solution y(t).

 3.   Descriptions of Common blocks to be declared in overlay
      or similar environments, or to be saved when doing an interrupt
      of the problem and continued solution later.

 4.   Description of a subroutine in the DLSODA package,
      which the user may replace with his/her own version, if desired.
      this relates to the measurement of errors.

Part 1. Call Sequence


 The call sequence parameters used for input only are
     F, NEQ, TOUT, ITOL, RTOL, ATOL, ITASK, IOPT, LRW, LIW, JAC, JT,
 and those used for both input and output are
     Y, T, ISTATE.
 The work arrays RWORK and IWORK are also used for conditional and
 optional inputs and optional outputs.  (The term output here refers
 to the return from Subroutine DLSODA to the user's calling program.)

 The legality of input parameters will be thoroughly checked on the
 initial call for the problem, but not checked thereafter unless a
 change in input parameters is flagged by ISTATE = 3 on input.

 The descriptions of the call arguments are as follows.

 F      = the name of the user-supplied subroutine defining the
          ODE system.  The system must be put in the first-order
          form dy/dt = f(t,y), where f is a vector-valued function
          of the scalar t and the vector y.  Subroutine F is to
          compute the function f.  It is to have the form
               SUBROUTINE F (NEQ, T, Y, YDOT)
               DOUBLE PRECISION T, Y(*), YDOT(*)
          where NEQ, T, and Y are input, and the array YDOT = f(t,y)
          is output.  Y and YDOT are arrays of length NEQ.
          Subroutine F should not alter Y(1),...,Y(NEQ).
          F must be declared External in the calling program.

          Subroutine F may access user-defined quantities in
          NEQ(2),... and/or in Y(NEQ(1)+1),... if NEQ is an array
          (dimensioned in F) and/or Y has length exceeding NEQ(1).
          See the descriptions of NEQ and Y below.

          If quantities computed in the F routine are needed
          externally to DLSODA, an extra call to F should be made
          for this purpose, for consistent and accurate results.
          If only the derivative dy/dt is needed, use DINTDY instead.

 NEQ    = the size of the ODE system (number of first order
          ordinary differential equations).  Used only for input.
          NEQ may be decreased, but not increased, during the problem.
          If NEQ is decreased (with ISTATE = 3 on input), the
          remaining components of Y should be left undisturbed, if
          these are to be accessed in F and/or JAC.

          Normally, NEQ is a scalar, and it is generally referred to
          as a scalar in this user interface description.  However,
          NEQ may be an array, with NEQ(1) set to the system size.
          (The DLSODA package accesses only NEQ(1).)  In either case,
          this parameter is passed as the NEQ argument in all calls
          to F and JAC.  Hence, if it is an array, locations
          NEQ(2),... may be used to store other integer data and pass
          it to F and/or JAC.  Subroutines F and/or JAC must include
          NEQ in a Dimension statement in that case.

 Y      = a real array for the vector of dependent variables, of
          length NEQ or more.  Used for both input and output on the
          first call (ISTATE = 1), and only for output on other calls.
          On the first call, Y must contain the vector of initial
          values.  On output, Y contains the computed solution vector,
          evaluated at T.  If desired, the Y array may be used
          for other purposes between calls to the solver.

          This array is passed as the Y argument in all calls to
          F and JAC.  Hence its length may exceed NEQ, and locations
          Y(NEQ+1),... may be used to store other real data and
          pass it to F and/or JAC.  (The DLSODA package accesses only
          Y(1),...,Y(NEQ).)

 T      = the independent variable.  On input, T is used only on the
          first call, as the initial point of the integration.
          on output, after each call, T is the value at which a
          computed solution Y is evaluated (usually the same as TOUT).
          on an error return, T is the farthest point reached.

 TOUT   = the next value of t at which a computed solution is desired.
          Used only for input.

          When starting the problem (ISTATE = 1), TOUT may be equal
          to T for one call, then should .ne. T for the next call.
          For the initial t, an input value of TOUT .ne. T is used
          in order to determine the direction of the integration
          (i.e. the algebraic sign of the step sizes) and the rough
          scale of the problem.  Integration in either direction
          (forward or backward in t) is permitted.

          If ITASK = 2 or 5 (one-step modes), TOUT is ignored after
          the first call (i.e. the first call with TOUT .ne. T).
          Otherwise, TOUT is required on every call.

          If ITASK = 1, 3, or 4, the values of TOUT need not be
          monotone, but a value of TOUT which backs up is limited
          to the current internal T interval, whose endpoints are
          TCUR - HU and TCUR (see optional outputs, below, for
          TCUR and HU).

 ITOL   = an indicator for the type of error control.  See
          description below under ATOL.  Used only for input.

 RTOL   = a relative error tolerance parameter, either a scalar or
          an array of length NEQ.  See description below under ATOL.
          Input only.

 ATOL   = an absolute error tolerance parameter, either a scalar or
          an array of length NEQ.  Input only.

             The input parameters ITOL, RTOL, and ATOL determine
          the error control performed by the solver.  The solver will
          control the vector E = (E(i)) of estimated local errors
          in y, according to an inequality of the form
                      max-norm of ( E(i)/EWT(i) )   .le.   1,
          where EWT = (EWT(i)) is a vector of positive error weights.
          The values of RTOL and ATOL should all be non-negative.
          The following table gives the types (scalar/array) of
          RTOL and ATOL, and the corresponding form of EWT(i).

             ITOL    RTOL       ATOL          EWT(i)
              1     scalar     scalar     RTOL*ABS(Y(i)) + ATOL
              2     scalar     array      RTOL*ABS(Y(i)) + ATOL(i)
              3     array      scalar     RTOL(i)*ABS(Y(i)) + ATOL
              4     array      array      RTOL(i)*ABS(Y(i)) + ATOL(i)

          When either of these parameters is a scalar, it need not
          be dimensioned in the user's calling program.

          If none of the above choices (with ITOL, RTOL, and ATOL
          fixed throughout the problem) is suitable, more general
          error controls can be obtained by substituting a
          user-supplied routine for the setting of EWT.
          See Part 4 below.

          If global errors are to be estimated by making a repeated
          run on the same problem with smaller tolerances, then all
          components of RTOL and ATOL (i.e. of EWT) should be scaled
          down uniformly.

 ITASK  = an index specifying the task to be performed.
          Input only.  ITASK has the following values and meanings.
          1  means normal computation of output values of y(t) at
             t = TOUT (by overshooting and interpolating).
          2  means take one step only and return.
          3  means stop at the first internal mesh point at or
             beyond t = TOUT and return.
          4  means normal computation of output values of y(t) at
             t = TOUT but without overshooting t = TCRIT.
             TCRIT must be input as RWORK(1).  TCRIT may be equal to
             or beyond TOUT, but not behind it in the direction of
             integration.  This option is useful if the problem
             has a singularity at or beyond t = TCRIT.
          5  means take one step, without passing TCRIT, and return.
             TCRIT must be input as RWORK(1).

          Note:  If ITASK = 4 or 5 and the solver reaches TCRIT
          (within roundoff), it will return T = TCRIT (exactly) to
          indicate this (unless ITASK = 4 and TOUT comes before TCRIT,
          in which case answers at t = TOUT are returned first).

 ISTATE = an index used for input and output to specify the
          the state of the calculation.

          On input, the values of ISTATE are as follows.
          1  means this is the first call for the problem
             (initializations will be done).  See note below.
          2  means this is not the first call, and the calculation
             is to continue normally, with no change in any input
             parameters except possibly TOUT and ITASK.
             (If ITOL, RTOL, and/or ATOL are changed between calls
             with ISTATE = 2, the new values will be used but not
             tested for legality.)
          3  means this is not the first call, and the
             calculation is to continue normally, but with
             a change in input parameters other than
             TOUT and ITASK.  Changes are allowed in
             NEQ, ITOL, RTOL, ATOL, IOPT, LRW, LIW, JT, ML, MU,
             and any optional inputs except H0, MXORDN, and MXORDS.
             (See IWORK description for ML and MU.)
          Note:  A preliminary call with TOUT = T is not counted
          as a first call here, as no initialization or checking of
          input is done.  (Such a call is sometimes useful for the
          purpose of outputting the initial conditions.)
          Thus the first call for which TOUT .ne. T requires
          ISTATE = 1 on input.

          On output, ISTATE has the following values and meanings.
           1  means nothing was done; TOUT = T and ISTATE = 1 on input.
           2  means the integration was performed successfully.
          -1  means an excessive amount of work (more than MXSTEP
              steps) was done on this call, before completing the
              requested task, but the integration was otherwise
              successful as far as T.  (MXSTEP is an optional input
              and is normally 500.)  To continue, the user may
              simply reset ISTATE to a value .gt. 1 and call again
              (the excess work step counter will be reset to 0).
              In addition, the user may increase MXSTEP to avoid
              this error return (see below on optional inputs).
          -2  means too much accuracy was requested for the precision
              of the machine being used.  This was detected before
              completing the requested task, but the integration
              was successful as far as T.  To continue, the tolerance
              parameters must be reset, and ISTATE must be set
              to 3.  The optional output TOLSF may be used for this
              purpose.  (Note: If this condition is detected before
              taking any steps, then an illegal input return
              (ISTATE = -3) occurs instead.)
          -3  means illegal input was detected, before taking any
              integration steps.  See written message for details.
              Note:  If the solver detects an infinite loop of calls
              to the solver with illegal input, it will cause
              the run to stop.
          -4  means there were repeated error test failures on
              one attempted step, before completing the requested
              task, but the integration was successful as far as T.
              The problem may have a singularity, or the input
              may be inappropriate.
          -5  means there were repeated convergence test failures on
              one attempted step, before completing the requested
              task, but the integration was successful as far as T.
              This may be caused by an inaccurate Jacobian matrix,
              if one is being used.
          -6  means EWT(i) became zero for some i during the
              integration.  Pure relative error control (ATOL(i)=0.0)
              was requested on a variable which has now vanished.
              The integration was successful as far as T.
          -7  means the length of RWORK and/or IWORK was too small to
              proceed, but the integration was successful as far as T.
              This happens when DLSODA chooses to switch methods
              but LRW and/or LIW is too small for the new method.

          Note:  Since the normal output value of ISTATE is 2,
          it does not need to be reset for normal continuation.
          Also, since a negative input value of ISTATE will be
          regarded as illegal, a negative output value requires the
          user to change it, and possibly other inputs, before
          calling the solver again.

 IOPT   = an integer flag to specify whether or not any optional
          inputs are being used on this call.  Input only.
          The optional inputs are listed separately below.
          IOPT = 0 means no optional inputs are being used.
                   default values will be used in all cases.
          IOPT = 1 means one or more optional inputs are being used.

 RWORK  = a real array (double precision) for work space, and (in the
          first 20 words) for conditional and optional inputs and
          optional outputs.
          As DLSODA switches automatically between stiff and nonstiff
          methods, the required length of RWORK can change during the
          problem.  Thus the RWORK array passed to DLSODA can either
          have a static (fixed) length large enough for both methods,
          or have a dynamic (changing) length altered by the calling
          program in response to output from DLSODA.

                       --- Fixed Length Case ---
          If the RWORK length is to be fixed, it should be at least
               MAX (LRN, LRS),
          where LRN and LRS are the RWORK lengths required when the
          current method is nonstiff or stiff, respectively.

          The separate RWORK length requirements LRN and LRS are
          as follows:
          IF NEQ is constant and the maximum method orders have
          their default values, then
             LRN = 20 + 16*NEQ,
             LRS = 22 + 9*NEQ + NEQ**2           if JT = 1 or 2,
             LRS = 22 + 10*NEQ + (2*ML+MU)*NEQ   if JT = 4 or 5.
          Under any other conditions, LRN and LRS are given by:
             LRN = 20 + NYH*(MXORDN+1) + 3*NEQ,
             LRS = 20 + NYH*(MXORDS+1) + 3*NEQ + LMAT,
          where
             NYH    = the initial value of NEQ,
             MXORDN = 12, unless a smaller value is given as an
                      optional input,
             MXORDS = 5, unless a smaller value is given as an
                      optional input,
             LMAT   = length of matrix work space:
             LMAT   = NEQ**2 + 2              if JT = 1 or 2,
             LMAT   = (2*ML + MU + 1)*NEQ + 2 if JT = 4 or 5.

                       --- Dynamic Length Case ---
          If the length of RWORK is to be dynamic, then it should
          be at least LRN or LRS, as defined above, depending on the
          current method.  Initially, it must be at least LRN (since
          DLSODA starts with the nonstiff method).  On any return
          from DLSODA, the optional output MCUR indicates the current
          method.  If MCUR differs from the value it had on the
          previous return, or if there has only been one call to
          DLSODA and MCUR is now 2, then DLSODA has switched
          methods during the last call, and the length of RWORK
          should be reset (to LRN if MCUR = 1, or to LRS if
          MCUR = 2).  (An increase in the RWORK length is required
          if DLSODA returned ISTATE = -7, but not otherwise.)
          After resetting the length, call DLSODA with ISTATE = 3
          to signal that change.

 LRW    = the length of the array RWORK, as declared by the user.
          (This will be checked by the solver.)

 IWORK  = an integer array for work space.
          As DLSODA switches automatically between stiff and nonstiff
          methods, the required length of IWORK can change during
          problem, between
             LIS = 20 + NEQ   and   LIN = 20,
          respectively.  Thus the IWORK array passed to DLSODA can
          either have a fixed length of at least 20 + NEQ, or have a
          dynamic length of at least LIN or LIS, depending on the
          current method.  The comments on dynamic length under
          RWORK above apply here.  Initially, this length need
          only be at least LIN = 20.

          The first few words of IWORK are used for conditional and
          optional inputs and optional outputs.

          The following 2 words in IWORK are conditional inputs:
            IWORK(1) = ML     these are the lower and upper
            IWORK(2) = MU     half-bandwidths, respectively, of the
                       banded Jacobian, excluding the main diagonal.
                       The band is defined by the matrix locations
                       (i,j) with i-ML .le. j .le. i+MU.  ML and MU
                       must satisfy  0 .le.  ML,MU  .le. NEQ-1.
                       These are required if JT is 4 or 5, and
                       ignored otherwise.  ML and MU may in fact be
                       the band parameters for a matrix to which
                       df/dy is only approximately equal.

 LIW    = the length of the array IWORK, as declared by the user.
          (This will be checked by the solver.)

 Note: The base addresses of the work arrays must not be
 altered between calls to DLSODA for the same problem.
 The contents of the work arrays must not be altered
 between calls, except possibly for the conditional and
 optional inputs, and except for the last 3*NEQ words of RWORK.
 The latter space is used for internal scratch space, and so is
 available for use by the user outside DLSODA between calls, if
 desired (but not for use by F or JAC).

 JAC    = the name of the user-supplied routine to compute the
          Jacobian matrix, df/dy, if JT = 1 or 4.  The JAC routine
          is optional, but if the problem is expected to be stiff much
          of the time, you are encouraged to supply JAC, for the sake
          of efficiency.  (Alternatively, set JT = 2 or 5 to have
          DLSODA compute df/dy internally by difference quotients.)
          If and when DLSODA uses df/dy, it treats this NEQ by NEQ
          matrix either as full (JT = 1 or 2), or as banded (JT =
          4 or 5) with half-bandwidths ML and MU (discussed under
          IWORK above).  In either case, if JT = 1 or 4, the JAC
          routine must compute df/dy as a function of the scalar t
          and the vector y.  It is to have the form
               SUBROUTINE JAC (NEQ, T, Y, ML, MU, PD, NROWPD)
               DOUBLE PRECISION T, Y(*), PD(NROWPD,*)
          where NEQ, T, Y, ML, MU, and NROWPD are input and the array
          PD is to be loaded with partial derivatives (elements of
          the Jacobian matrix) on output.  PD must be given a first
          dimension of NROWPD.  T and Y have the same meaning as in
          Subroutine F.
               In the full matrix case (JT = 1), ML and MU are
          ignored, and the Jacobian is to be loaded into PD in
          columnwise manner, with df(i)/dy(j) loaded into PD(i,j).
               In the band matrix case (JT = 4), the elements
          within the band are to be loaded into PD in columnwise
          manner, with diagonal lines of df/dy loaded into the rows
          of PD.  Thus df(i)/dy(j) is to be loaded into PD(i-j+MU+1,j).
          ML and MU are the half-bandwidth parameters (see IWORK).
          The locations in PD in the two triangular areas which
          correspond to nonexistent matrix elements can be ignored
          or loaded arbitrarily, as they are overwritten by DLSODA.
               JAC need not provide df/dy exactly.  A crude
          approximation (possibly with a smaller bandwidth) will do.
               In either case, PD is preset to zero by the solver,
          so that only the nonzero elements need be loaded by JAC.
          Each call to JAC is preceded by a call to F with the same
          arguments NEQ, T, and Y.  Thus to gain some efficiency,
          intermediate quantities shared by both calculations may be
          saved in a user Common block by F and not recomputed by JAC,
          if desired.  Also, JAC may alter the Y array, if desired.
          JAC must be declared External in the calling program.
               Subroutine JAC may access user-defined quantities in
          NEQ(2),... and/or in Y(NEQ(1)+1),... if NEQ is an array
          (dimensioned in JAC) and/or Y has length exceeding NEQ(1).
          See the descriptions of NEQ and Y above.

 JT     = Jacobian type indicator.  Used only for input.
          JT specifies how the Jacobian matrix df/dy will be
          treated, if and when DLSODA requires this matrix.
          JT has the following values and meanings:
           1 means a user-supplied full (NEQ by NEQ) Jacobian.
           2 means an internally generated (difference quotient) full
             Jacobian (using NEQ extra calls to F per df/dy value).
           4 means a user-supplied banded Jacobian.
           5 means an internally generated banded Jacobian (using
             ML+MU+1 extra calls to F per df/dy evaluation).
          If JT = 1 or 4, the user must supply a Subroutine JAC
          (the name is arbitrary) as described above under JAC.
          If JT = 2 or 5, a dummy argument can be used.

Optional Inputs


 The following is a list of the optional inputs provided for in the
 call sequence.  (See also Part 2.)  For each such input variable,
 this table lists its name as used in this documentation, its
 location in the call sequence, its meaning, and the default value.
 The use of any of these inputs requires IOPT = 1, and in that
 case all of these inputs are examined.  A value of zero for any
 of these optional inputs will cause the default value to be used.
 Thus to use a subset of the optional inputs, simply preload
 locations 5 to 10 in RWORK and IWORK to 0.0 and 0 respectively, and
 then set those of interest to nonzero values.

 Name    Location      Meaning and Default Value

 H0      RWORK(5)  the step size to be attempted on the first step.
                   The default value is determined by the solver.

 HMAX    RWORK(6)  the maximum absolute step size allowed.
                   The default value is infinite.

 HMIN    RWORK(7)  the minimum absolute step size allowed.
                   The default value is 0.  (This lower bound is not
                   enforced on the final step before reaching TCRIT
                   when ITASK = 4 or 5.)

 IXPR    IWORK(5)  flag to generate extra printing at method switches.
                   IXPR = 0 means no extra printing (the default).
                   IXPR = 1 means print data on each switch.
                   T, H, and NST will be printed on the same logical
                   unit as used for error messages.

 MXSTEP  IWORK(6)  maximum number of (internally defined) steps
                   allowed during one call to the solver.
                   The default value is 500.

 MXHNIL  IWORK(7)  maximum number of messages printed (per problem)
                   warning that T + H = T on a step (H = step size).
                   This must be positive to result in a non-default
                   value.  The default value is 10.

 MXORDN  IWORK(8)  the maximum order to be allowed for the nonstiff
                   (Adams) method.  the default value is 12.
                   if MXORDN exceeds the default value, it will
                   be reduced to the default value.
                   MXORDN is held constant during the problem.

 MXORDS  IWORK(9)  the maximum order to be allowed for the stiff
                   (BDF) method.  The default value is 5.
                   If MXORDS exceeds the default value, it will
                   be reduced to the default value.
                   MXORDS is held constant during the problem.
 

Optional Outputs


 As optional additional output from DLSODA, the variables listed
 below are quantities related to the performance of DLSODA
 which are available to the user.  These are communicated by way of
 the work arrays, but also have internal mnemonic names as shown.
 except where stated otherwise, all of these outputs are defined
 on any successful return from DLSODA, and on any return with
 ISTATE = -1, -2, -4, -5, or -6.  On an illegal input return
 (ISTATE = -3), they will be unchanged from their existing values
 (if any), except possibly for TOLSF, LENRW, and LENIW.
 On any error return, outputs relevant to the error will be defined,
 as noted below.

 Name    Location      Meaning

 HU      RWORK(11) the step size in t last used (successfully).

 HCUR    RWORK(12) the step size to be attempted on the next step.

 TCUR    RWORK(13) the current value of the independent variable
                   which the solver has actually reached, i.e. the
                   current internal mesh point in t.  On output, TCUR
                   will always be at least as far as the argument
                   T, but may be farther (if interpolation was done).

 TOLSF   RWORK(14) a tolerance scale factor, greater than 1.0,
                   computed when a request for too much accuracy was
                   detected (ISTATE = -3 if detected at the start of
                   the problem, ISTATE = -2 otherwise).  If ITOL is
                   left unaltered but RTOL and ATOL are uniformly
                   scaled up by a factor of TOLSF for the next call,
                   then the solver is deemed likely to succeed.
                   (The user may also ignore TOLSF and alter the
                   tolerance parameters in any other way appropriate.)

 TSW     RWORK(15) the value of t at the time of the last method
                   switch, if any.

 NST     IWORK(11) the number of steps taken for the problem so far.

 NFE     IWORK(12) the number of f evaluations for the problem so far.

 NJE     IWORK(13) the number of Jacobian evaluations (and of matrix
                   LU decompositions) for the problem so far.

 NQU     IWORK(14) the method order last used (successfully).

 NQCUR   IWORK(15) the order to be attempted on the next step.

 IMXER   IWORK(16) the index of the component of largest magnitude in
                   the weighted local error vector ( E(i)/EWT(i) ),
                   on an error return with ISTATE = -4 or -5.

 LENRW   IWORK(17) the length of RWORK actually required, assuming
                   that the length of RWORK is to be fixed for the
                   rest of the problem, and that switching may occur.
                   This is defined on normal returns and on an illegal
                   input return for insufficient storage.

 LENIW   IWORK(18) the length of IWORK actually required, assuming
                   that the length of IWORK is to be fixed for the
                   rest of the problem, and that switching may occur.
                   This is defined on normal returns and on an illegal
                   input return for insufficient storage.

 MUSED   IWORK(19) the method indicator for the last successful step:
                   1 means Adams (nonstiff), 2 means BDF (stiff).

 MCUR    IWORK(20) the current method indicator:
                   1 means Adams (nonstiff), 2 means BDF (stiff).
                   This is the method to be attempted
                   on the next step.  Thus it differs from MUSED
                   only if a method switch has just been made.

 The following two arrays are segments of the RWORK array which
 may also be of interest to the user as optional outputs.
 For each array, the table below gives its internal name,
 its base address in RWORK, and its description.

 Name    Base Address      Description

 YH      21             the Nordsieck history array, of size NYH by
                        (NQCUR + 1), where NYH is the initial value
                        of NEQ.  For j = 0,1,...,NQCUR, column j+1
                        of YH contains HCUR**j/factorial(j) times
                        the j-th derivative of the interpolating
                        polynomial currently representing the solution,
                        evaluated at T = TCUR.

 ACOR     LACOR         array of size NEQ used for the accumulated
         (from Common   corrections on each step, scaled on output
           as noted)    to represent the estimated local error in y
                        on the last step.  This is the vector E in
                        the description of the error control.  It is
                        defined only on a successful return from
                        DLSODA.  The base address LACOR is obtained by
                        including in the user's program the
                        following 2 lines:
                           COMMON /DLS001/ RLS(218), ILS(37)
                           LACOR = ILS(22)

Part 2. Other Routines Callable


 The following are optional calls which the user may make to
 gain additional capabilities in conjunction with DLSODA.
 (The routines XSETUN and XSETF are designed to conform to the
 SLATEC error handling package.)

     Form of Call                  Function
   CALL XSETUN(LUN)          set the logical unit number, LUN, for
                             output of messages from DLSODA, if
                             the default is not desired.
                             The default value of LUN is 6.

   CALL XSETF(MFLAG)         set a flag to control the printing of
                             messages by DLSODA.
                             MFLAG = 0 means do not print. (Danger:
                             This risks losing valuable information.)
                             MFLAG = 1 means print (the default).

                             Either of the above calls may be made at
                             any time and will take effect immediately.

   CALL DSRCMA(RSAV,ISAV,JOB) saves and restores the contents of
                             the internal Common blocks used by
                             DLSODA (see Part 3 below).
                             RSAV must be a real array of length 240
                             or more, and ISAV must be an integer
                             array of length 46 or more.
                             JOB=1 means save Common into RSAV/ISAV.
                             JOB=2 means restore Common from RSAV/ISAV.
                                DSRCMA is useful if one is
                             interrupting a run and restarting
                             later, or alternating between two or
                             more problems solved with DLSODA.

   CALL DINTDY(,,,,,)        provide derivatives of y, of various
        (see below)          orders, at a specified point t, if
                             desired.  It may be called only after
                             a successful return from DLSODA.

 The detailed instructions for using DINTDY are as follows.
 The form of the call is:

   CALL DINTDY (T, K, RWORK(21), NYH, DKY, IFLAG)

 The input parameters are:

 T         = value of independent variable where answers are desired
             (normally the same as the T last returned by DLSODA).
             For valid results, T must lie between TCUR - HU and TCUR.
             (See optional outputs for TCUR and HU.)
 K         = integer order of the derivative desired.  K must satisfy
             0 .le. K .le. NQCUR, where NQCUR is the current order
             (see optional outputs).  The capability corresponding
             to K = 0, i.e. computing y(T), is already provided
             by DLSODA directly.  Since NQCUR .ge. 1, the first
             derivative dy/dt is always available with DINTDY.
 RWORK(21) = the base address of the history array YH.
 NYH       = column length of YH, equal to the initial value of NEQ.

 The output parameters are:

 DKY       = a real array of length NEQ containing the computed value
             of the K-th derivative of y(t).
 IFLAG     = integer flag, returned as 0 if K and T were legal,
             -1 if K was illegal, and -2 if T was illegal.
             On an error return, a message is also written.

Part 3. Common Blocks


 If DLSODA is to be used in an overlay situation, the user
 must declare, in the primary overlay, the variables in:
   (1) the call sequence to DLSODA, and
   (2) the two internal Common blocks
         /DLS001/  of length  255  (218 double precision words
                      followed by 37 integer words),
         /DLSA01/  of length  31    (22 double precision words
                      followed by  9 integer words).

 If DLSODA is used on a system in which the contents of internal
 Common blocks are not preserved between calls, the user should
 declare the above Common blocks in the calling program to insure
 that their contents are preserved.

 If the solution of a given problem by DLSODA is to be interrupted
 and then later continued, such as when restarting an interrupted run
 or alternating between two or more problems, the user should save,
 following the return from the last DLSODA call prior to the
 interruption, the contents of the call sequence variables and the
 internal Common blocks, and later restore these values before the
 next DLSODA call for that problem.  To save and restore the Common
 blocks, use Subroutine DSRCMA (see Part 2 above).

-----------------------------------------------------------------------

Part 4. Optionally Replaceable Solver Routines


 Below is a description of a routine in the DLSODA package which
 relates to the measurement of errors, and can be
 replaced by a user-supplied version, if desired.  However, since such
 a replacement may have a major impact on performance, it should be
 done only when absolutely necessary, and only with great caution.
 (Note: The means by which the package version of a routine is
 superseded by the user's version may be system-dependent.)

 (a) DEWSET.
 The following subroutine is called just before each internal
 integration step, and sets the array of error weights, EWT, as
 described under ITOL/RTOL/ATOL above:
     Subroutine DEWSET (NEQ, ITOL, RTOL, ATOL, YCUR, EWT)
 where NEQ, ITOL, RTOL, and ATOL are as in the DLSODA call sequence,
 YCUR contains the current dependent variable vector, and
 EWT is the array of weights set by DEWSET.

 If the user supplies this subroutine, it must return in EWT(i)
 (i = 1,...,NEQ) a positive quantity suitable for comparing errors
 in y(i) to.  The EWT array returned by DEWSET is passed to the
 DMNORM routine, and also used by DLSODA in the computation
 of the optional output IMXER, and the increments for difference
 quotient Jacobians.

 In the user-supplied version of DEWSET, it may be desirable to use
 the current values of derivatives of y.  Derivatives up to order NQ
 are available from the history array YH, described above under
 optional outputs.  In DEWSET, YH is identical to the YCUR array,
 extended to NQ + 1 columns with a column length of NYH and scale
 factors of H**j/factorial(j).  On the first call for the problem,
 given by NST = 0, NQ is 1 and H is temporarily set to 1.0.
 NYH is the initial value of NEQ.  The quantities NQ, H, and NST
 can be obtained by including in DEWSET the statements:
     DOUBLE PRECISION RLS
     COMMON /DLS001/ RLS(218),ILS(37)
     NQ = ILS(33)
     NST = ILS(34)
     H = RLS(212)
 Thus, for example, the current value of dy/dt can be obtained as
 YCUR(NYH+i)/H  (i=1,...,NEQ)  (and the division by H is
 unnecessary when NST = 0).

REVISION HISTORY (YYYYMMDD)

 19811102  DATE WRITTEN
 19820126  Fixed bug in tests of work space lengths;
           minor corrections in main prologue and comments.
 19870330  Major update: corrected comments throughout;
           removed TRET from Common; rewrote EWSET with 4 loops;
           fixed t test in INTDY; added Cray directives in STODA;
           in STODA, fixed DELP init. and logic around PJAC call;
           combined routines to save/restore Common;
           passed LEVEL = 0 in error message calls (except run abort).
 19970225  Fixed lines setting JSTART = -2 in Subroutine LSODA.
 20010425  Major update: convert source lines to upper case;
           added *DECK lines; changed from 1 to * in dummy dimensions;
           changed names R1MACH/D1MACH to RUMACH/DUMACH;
           renamed routines for uniqueness across single/double prec.;
           converted intrinsic names to generic form;
           removed ILLIN and NTREP (data loaded) from Common;
           removed all 'own' variables from Common;
           changed error messages to quoted strings;
           replaced XERRWV/XERRWD with 1993 revised version;
           converted prologues, comments, error messages to mixed case;
           numerous corrections to prologues and internal comments.
 20010507  Converted single precision source to double precision.
 20010613  Revised excess accuracy test (to match rest of ODEPACK).
 20010808  Fixed bug in DPRJA (matrix in DBNORM call).
 20020502  Corrected declarations in descriptions of user routines.
 20031105  Restored 'own' variables to Common blocks, to enable
           interrupt/restart feature.
 20031112  Added SAVE statements for data-loaded constants.

Other routines in the DLSODA package.


 In addition to Subroutine DLSODA, the DLSODA package includes the
 following subroutines and function routines:
  DINTDY   computes an interpolated value of the y vector at t = TOUT.
  DSTODA   is the core integrator, which does one step of the
           integration and the associated error control.
  DCFODE   sets all method coefficients and test constants.
  DPRJA    computes and preprocesses the Jacobian matrix J = df/dy
           and the Newton iteration matrix P = I - h*l0*J.
  DSOLSY   manages solution of linear system in chord iteration.
  DEWSET   sets the error weight vector EWT before each step.
  DMNORM   computes the weighted max-norm of a vector.
  DFNORM   computes the norm of a full matrix consistent with the
           weighted max-norm on vectors.
  DBNORM   computes the norm of a band matrix consistent with the
           weighted max-norm on vectors.
  DSRCMA   is a user-callable routine to save and restore
           the contents of the internal Common blocks.
  DGEFA and DGESL   are routines from LINPACK for solving full
           systems of linear algebraic equations.
  DGBFA and DGBSL   are routines from LINPACK for solving banded
           linear systems.
  DUMACH   computes the unit roundoff in a machine-independent manner.
  XERRWD, XSETUN, XSETF, IXSAV, and IUMACH  handle the printing of all
           error messages and warnings.  XERRWD is machine-dependent.
 Note:  DMNORM, DFNORM, DBNORM, DUMACH, IXSAV, and IUMACH are
 function routines.  All the others are subroutines.