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- *DECK PCHDOC
- SUBROUTINE PCHDOC
- C***BEGIN PROLOGUE PCHDOC
- C***PURPOSE Documentation for PCHIP, a Fortran package for piecewise
- C cubic Hermite interpolation of data.
- C***LIBRARY SLATEC (PCHIP)
- C***CATEGORY E1A, Z
- C***TYPE ALL (PCHDOC-A)
- C***KEYWORDS CUBIC HERMITE INTERPOLATION, DOCUMENTATION,
- C MONOTONE INTERPOLATION, PCHIP,
- C PIECEWISE CUBIC INTERPOLATION
- C***AUTHOR Fritsch, F. N., (LLNL)
- C Lawrence Livermore National Laboratory
- C P.O. Box 808 (L-316)
- C Livermore, CA 94550
- C FTS 532-4275, (510) 422-4275
- C***DESCRIPTION
- C
- C PCHIP: Piecewise Cubic Hermite Interpolation Package
- C
- C This document describes the contents of PCHIP, which is a
- C Fortran package for piecewise cubic Hermite interpolation of data.
- C It features software to produce a monotone and "visually pleasing"
- C interpolant to monotone data. As is demonstrated in Reference 4,
- C such an interpolant may be more reasonable than a cubic spline if
- C the data contains both "steep" and "flat" sections. Interpola-
- C tion of cumulative probability distribution functions is another
- C application. (See References 2-4 for examples.)
- C
- C
- C All piecewise cubic functions in PCHIP are represented in
- C cubic Hermite form; that is, f(x) is determined by its values
- C F(I) and derivatives D(I) at the breakpoints X(I), I=1(1)N.
- C Throughout the package a PCH function is represented by the
- C five variables N, X, F, D, INCFD:
- C N - number of data points;
- C X - abscissa values for the data points;
- C F - ordinates (function values) for the data points;
- C D - slopes (derivative values) at the data points;
- C INCFD - increment between successive elements in the F- and
- C D-arrays (more on this later).
- C These appear together and in the same order in all calls.
- C
- C The double precision equivalents of the PCHIP routines are
- C obtained from the single precision names by prefixing the
- C single precision names with a D. For example, the double
- C precision equivalent of PCHIM is DPCHIM.
- C
- C The contents of the package are as follows:
- C
- C 1. Determine Derivative Values.
- C
- C NOTE: These routines provide alternate ways of determining D
- C if these values are not already known.
- C
- C PCHIM -- Piecewise Cubic Hermite Interpolation to Monotone
- C data.
- C Used if the data are monotonic or if the user wants
- C to guarantee that the interpolant stays within the
- C limits of the data. (See Reference 3.)
- C
- C PCHIC -- Piecewise Cubic Hermite Interpolation Coefficients.
- C Used if neither of the above conditions holds, or if
- C the user wishes control over boundary derivatives.
- C Will generally reproduce monotonicity on subintervals
- C over which the data are monotonic.
- C
- C PCHSP -- Piecewise Cubic Hermite Spline.
- C Produces a cubic spline interpolator in cubic Hermite
- C form. Provided primarily for easy comparison of the
- C spline with other piecewise cubic interpolants. (A
- C modified version of de Boor's CUBSPL, Reference 1.)
- C
- C 2. Evaluate, Differentiate, or Integrate Resulting PCH Function.
- C
- C NOTE: If derivative values are available from some other
- C source, these routines can be used without calling
- C any of the previous routines.
- C
- C CHFEV -- Cubic Hermite Function EValuator.
- C Evaluates a single cubic Hermite function at an array
- C of points. Used when the interval is known, as in
- C graphing applications. Called by PCHFE.
- C
- C PCHFE -- Piecewise Cubic Hermite Function Evaluator.
- C Used when the interval is unknown or the evaluation
- C array spans more than one data interval.
- C
- C CHFDV -- Cubic Hermite Function and Derivative Evaluator.
- C Evaluates a single cubic Hermite function and its
- C first derivative at an array of points. Used when
- C the interval is known, as in graphing applications.
- C Called by PCHFD.
- C
- C PCHFD -- Piecewise Cubic Hermite Function and Derivative
- C Evaluator.
- C Used when the interval is unknown or the evaluation
- C array spans more than one data interval.
- C
- C PCHID -- Piecewise Cubic Hermite Integrator, Data Limits.
- C Computes the definite integral of a piecewise cubic
- C Hermite function when the integration limits are data
- C points.
- C
- C PCHIA -- Piecewise Cubic Hermite Integrator, Arbitrary Limits.
- C Computes the definite integral of a piecewise cubic
- C Hermite function over an arbitrary finite interval.
- C
- C 3. Utility routines.
- C
- C PCHBS -- Piecewise Cubic Hermite to B-Spline converter.
- C Converts a PCH function to B-representation, so that
- C it can be used with other elements of the B-spline
- C package (see BSPDOC).
- C
- C PCHCM -- Piecewise Cubic Hermite, Check Monotonicity of.
- C Checks the monotonicity of an arbitrary PCH function.
- C Might be used with PCHSP to build a polyalgorithm for
- C piecewise C-2 interpolation.
- C
- C 4. Internal routines.
- C
- C CHFIE -- Cubic Hermite Function Integral Evaluator.
- C (Real function called by PCHIA.)
- C
- C CHFCM -- Cubic Hermite Function, Check Monotonicity of.
- C (Integer function called by PCHCM.)
- C
- C PCHCE -- PCHIC End Derivative Setter.
- C (Called by PCHIC.)
- C
- C PCHCI -- PCHIC Initial Derivative Setter.
- C (Called by PCHIC.)
- C
- C PCHCS -- PCHIC Monotonicity Switch Derivative Setter.
- C (Called by PCHIC.)
- C
- C PCHDF -- PCHIP Finite Difference Formula.
- C (Real function called by PCHCE and PCHSP.)
- C
- C PCHST -- PCHIP Sign Testing Routine.
- C (Real function called by various PCHIP routines.)
- C
- C PCHSW -- PCHCS Switch Excursion Adjuster.
- C (Called by PCHCS.)
- C
- C The calling sequences for these routines are described in the
- C prologues of the respective routines.
- C
- C
- C INCFD, the increment between successive elements in the F-
- C and D-arrays is included in the representation of a PCH function
- C in this package to facilitate two-dimensional applications. For
- C "normal" usage INCFD=1, and F and D are one-dimensional arrays.
- C one would call PCHxx (where "xx" is "IM", "IC", or "SP") with
- C
- C N, X, F, D, 1 .
- C
- C Suppose, however, that one has data on a rectangular mesh,
- C
- C F2D(I,J) = value at (X(I), Y(J)), I=1(1)NX,
- C J=1(1)NY.
- C Assume the following dimensions:
- C
- C REAL X(NXMAX), Y(NYMAX)
- C REAL F2D(NXMAX,NYMAX), FX(NXMAX,NYMAX), FY(NXMAX,NYMAX)
- C
- C where 2.LE.NX.LE.NXMAX AND 2.LE.NY.LE.NYMAX . To interpolate
- C in X along the line Y = Y(J), call PCHxx with
- C
- C NX, X, F2D(1,J), FX(1,J), 1 .
- C
- C To interpolate along the line X = X(I), call PCHxx with
- C
- C NY, Y, F2D(I,1), FY(I,1), NXMAX .
- C
- C (This example assumes the usual columnwise storage of 2-D arrays
- C in Fortran.)
- C
- C***REFERENCES 1. Carl de Boor, A Practical Guide to Splines, Springer-
- C Verlag, New York, 1978 (esp. Chapter IV, pp.49-62).
- C 2. F. N. Fritsch, Piecewise Cubic Hermite Interpolation
- C Package, Report UCRL-87285, Lawrence Livermore Natio-
- C nal Laboratory, July 1982. [Poster presented at the
- C SIAM 30th Anniversary Meeting, 19-23 July 1982.]
- C 3. F. N. Fritsch and J. Butland, A method for construc-
- C ting local monotone piecewise cubic interpolants, SIAM
- C Journal on Scientific and Statistical Computing 5, 2
- C (June 1984), pp. 300-304.
- C 4. F. N. Fritsch and R. E. Carlson, Monotone piecewise
- C cubic interpolation, SIAM Journal on Numerical Ana-
- C lysis 17, 2 (April 1980), pp. 238-246.
- C***ROUTINES CALLED (NONE)
- C***REVISION HISTORY (YYMMDD)
- C 811106 DATE WRITTEN
- C 870930 Updated Reference 3.
- C 890414 Changed PCHMC and CHFMC to PCHCM and CHFCM, respectively,
- C and augmented description of PCHCM.
- C 891214 Prologue converted to Version 4.0 format. (BAB)
- C 910826 1. Revised purpose, clarified role of argument INCFD,
- C corrected error in example, and removed redundant
- C reference list.
- C 2. Added description of PCHBS. (FNF)
- C 920429 Revised format and order of references. (WRB,FNF)
- C 930505 Changed CHFIV to CHFIE. (FNF)
- C***END PROLOGUE PCHDOC
- C-----------------------------------------------------------------------
- C THIS IS A DUMMY SUBROUTINE, AND SHOULD NEVER BE CALLED.
- C
- C***FIRST EXECUTABLE STATEMENT PCHDOC
- RETURN
- C------------- LAST LINE OF PCHDOC FOLLOWS -----------------------------
- END
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