freepascal.compiler/rtl/objpas/math.pp

{
    $Id$
    This file is part of the Free Pascal run time library.
    Copyright (c) 1999-2000 by Florian Klaempfl
    member of the Free Pascal development team

    See the file COPYING.FPC, included in this distribution,
    for details about the copyright.

    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.

 **********************************************************************}
{
  This unit is an equivalent to the Delphi math unit
  (with some improvements)

  About assembler usage:
  ----------------------
  I used as few as possible assembler to allow an easy port
  to other processors. Today, I think it's wasted time to write
  assembler because different versions of a family of processors
  need different implementations.

  To improve performance, I changed all integer arguments and
  functions results to longint, because 16 bit instructions are
  lethal for a modern intel processor.
                                                      (FK)

  What's to do:
    o a lot of function :), search for !!!!
    o some statistical functions
    o all financial functions
    o optimizations
}

unit math;
interface

{$MODE objfpc}

    uses
       sysutils;

    const { Ranges of the IEEE floating point types, including denormals }
      MinSingle    =  1.5e-45;
      MaxSingle    =  3.4e+38;
      MinDouble    =  5.0e-324;
      MaxDouble    =  1.7e+308;
      MinExtended  =  3.4e-4932;
      MaxExtended  =  1.1e+4932;
      MinComp      = -9.223372036854775807e+18;
      MaxComp      =  9.223372036854775807e+18;

    type
       { the original delphi functions use extended as argument, }
       { but I would prefer double, because 8 bytes is a very    }
       { natural size for the processor                          }
       { WARNING : changing float type will                      }
       { break all assembler code  PM                            }
       float = extended;
       PFloat = ^Float;
       PInteger = ^Integer;
       
       tpaymenttime = (ptendofperiod,ptstartofperiod);

       einvalidargument = class(ematherror);

{ Min/max determination }
function MinIntValue(const Data: array of Integer): Integer;
function MaxIntValue(const Data: array of Integer): Integer;

{ Extra, not present in Delphi, but used frequently  }
function Min(a, b: Integer): Integer;
function Max(a, b: Integer): Integer;
function Min(a, b: Cardinal): Cardinal;
function Max(a, b: Cardinal): Cardinal;
function Min(a, b: Int64): Int64;
function Max(a, b: Int64): Int64;
function Min(a, b: Single): Single;
function Max(a, b: Single): Single;
function Min(a, b: Double): Double;
function Max(a, b: Double): Double;
function Min(a, b: Extended): Extended;
function Max(a, b: Extended): Extended;

{ angle conversion }

function degtorad(deg : float) : float;
function radtodeg(rad : float) : float;
function gradtorad(grad : float) : float;
function radtograd(rad : float) : float;
function degtograd(deg : float) : float;
function gradtodeg(grad : float) : float;
{ one cycle are 2*Pi rad }
function cycletorad(cycle : float) : float;
function radtocycle(rad : float) : float;

{ trigoniometric functions }

function tan(x : float) : float;
function cotan(x : float) : float;
procedure sincos(theta : float;var sinus,cosinus : float);

{ inverse functions }

function arccos(x : float) : float;
function arcsin(x : float) : float;

{ calculates arctan(x/y) and returns an angle in the correct quadrant }
function arctan2(x,y : float) : float;

{ hyperbolic functions }

function cosh(x : float) : float;
function sinh(x : float) : float;
function tanh(x : float) : float;

{ area functions }

{ delphi names: }
function arccosh(x : float) : float;
function arcsinh(x : float) : float;
function arctanh(x : float) : float;
{ IMHO the function should be called as follows (FK) }
function arcosh(x : float) : float;
function arsinh(x : float) : float;
function artanh(x : float) : float;

{ triangle functions }

{ returns the length of the hypotenuse of a right triangle }
{ if x and y are the other sides                           }
function hypot(x,y : float) : float;

{ logarithm functions }

function log10(x : float) : float;
function log2(x : float) : float;
function logn(n,x : float) : float;

{ returns natural logarithm of x+1 }
function lnxp1(x : float) : float;

{ exponential functions }

function power(base,exponent : float) : float;
{ base^exponent }
function intpower(base : float;exponent : longint) : float;

{ number converting }

{ rounds x towards positive infinity }
function ceil(x : float) : longint;
{ rounds x towards negative infinity }
function floor(x : float) : longint;

{ misc. functions }

{ splits x into mantissa and exponent (to base 2) }
procedure frexp(x : float;var mantissa,exponent : float);
{ returns x*(2^p) }
function ldexp(x : float;p : longint) : float;

{ statistical functions }

function mean(const data : array of float) : float;
function sum(const data : array of float) : float;
function mean(const data : PFloat; Const N : longint) : float;
function sum(const data : PFloat; Const N : Longint) : float;
function sumofsquares(const data : array of float) : float;
function sumofsquares(const data : PFloat; Const N : Integer) : float;
{ calculates the sum and the sum of squares of data }
procedure sumsandsquares(const data : array of float;
  var sum,sumofsquares : float);
procedure sumsandsquares(const data : PFloat; Const N : Integer;
  var sum,sumofsquares : float);
function minvalue(const data : array of float) : float;
function minvalue(const data : array of integer) : Integer;
function minvalue(const data : PFloat; Const N : Integer) : float;
function MinValue(const Data : PInteger; Const N : Integer): Integer;
function maxvalue(const data : array of float) : float;
function maxvalue(const data : array of integer) : Integer;
function maxvalue(const data : PFloat; Const N : Integer) : float;
function maxvalue(const data : PInteger; Const N : Integer) : Integer;
{ calculates the standard deviation }
function stddev(const data : array of float) : float;
function stddev(const data : PFloat; Const N : Integer) : float;
{ calculates the mean and stddev }
procedure meanandstddev(const data : array of float;
  var mean,stddev : float);
procedure meanandstddev(const data : PFloat;
  Const N : Longint;var mean,stddev : float);
function variance(const data : array of float) : float;
function totalvariance(const data : array of float) : float;
function variance(const data : PFloat; Const N : Integer) : float;
function totalvariance(const data : PFloat; Const N : Integer) : float;
{ returns random values with gaussian distribution }
function randg(mean,stddev : float) : float;

{ I don't know what the following functions do: }
function popnstddev(const data : array of float) : float;
function popnstddev(const data : PFloat; Const N : Integer) : float;
function popnvariance(const data : PFloat; Const N : Integer) : float;
function popnvariance(const data : array of float) : float;
procedure momentskewkurtosis(const data : array of float;
  var m1,m2,m3,m4,skew,kurtosis : float);
procedure momentskewkurtosis(const data : PFloat; Const N : Integer;
  var m1,m2,m3,m4,skew,kurtosis : float);

{ geometrical function }

{ returns the euclidean L2 norm }
function norm(const data : array of float) : float;
function norm(const data : PFloat; Const N : Integer) : float;

implementation

ResourceString
  SMathError = 'Math Error : %s';
  SInvalidArgument = 'Invalid argument';
  
Procedure DoMathError(Const S : String);
begin
  Raise EMathError.CreateFmt(SMathError,[S]);
end;

Procedure InvalidArgument;

begin
  Raise EInvalidArgument.Create(SInvalidArgument);
end;

function degtorad(deg : float) : float;

  begin
     degtorad:=deg*(pi/180.0);
  end;

function radtodeg(rad : float) : float;

  begin
     radtodeg:=rad*(180.0/pi);
  end;

function gradtorad(grad : float) : float;

  begin
     gradtorad:=grad*(pi/200.0);
  end;

function radtograd(rad : float) : float;

  begin
     radtograd:=rad*(200.0/pi);
  end;

function degtograd(deg : float) : float;

  begin
     degtograd:=deg*(200.0/180.0);
  end;

function gradtodeg(grad : float) : float;

  begin
     gradtodeg:=grad*(180.0/200.0);
  end;

function cycletorad(cycle : float) : float;

  begin
     cycletorad:=(2*pi)*cycle;
  end;

function radtocycle(rad : float) : float;

  begin
     { avoid division }
     radtocycle:=rad*(1/(2*pi));
  end;

function tan(x : float) : float;

  begin
     Tan:=Sin(x)/Cos(x)
  end;

function cotan(x : float) : float;

  begin
     cotan:=Cos(X)/Sin(X);
  end;

procedure sincos(theta : float;var sinus,cosinus : float);

  begin
  {$ifndef i386}
  sinus:=sin(theta);
  cosinus:=cos(theta);
  {$else}
  asm
    fldt theta
    fsincos
    fwait
    movl cosinus,%eax
    fstpt (%eax)
    movl sinus,%eax
    fstpt (%eax)
  end;
  {$endif}
  end;

{ Sign, ArcSin and ArcCos from Arjan van Dijk ([email protected]) }

function sign(x : float) : float;
begin
  if      x > 0 then sign :=  1.0
  else if x < 0 then sign := -1.0
  else               sign :=  0.0;
end;

function arcsin(x : float) : float;
begin
  if abs(x) > 1 then InvalidArgument
  else if abs(x) < 0.5 then
    arcsin := arctan(x/sqrt(1-sqr(x)))
  else
    arcsin := sign(x) * (pi*0.5 - arctan(sqrt(1 / sqr(x) - 1)));
end;

function Arccos(x : Float) : Float;
begin
  arccos := pi*0.5 - arcsin(x);
end;


function arctan2( x,y : float) : float;

  {$ifndef i386}
  begin
  ArcTan2:=ArcTan(x/y);
  {$else}
    { without the assembler keyword, you have to store the result to }
    { __result at the end of the assembler block (JM)                }
    assembler;
    asm
    fldt X
    fldt Y
    fpatan
    //leave
    // ret $20 This is wrong for 4 byte aligned OS !!
  {$endif}
  end;

function cosh(x : float) : float;

  var
     temp : float;

  begin
     temp:=exp(x);
     cosh:=0.5*(temp+1.0/temp);
  end;

function sinh(x : float) : float;

  var
     temp : float;

  begin
     temp:=exp(x);
     sinh:=0.5*(temp-1.0/temp);
  end;

Const MaxTanh = 5678.22249441322; // Ln(MaxExtended)/2

function tanh(x : float) : float;

  var Temp : float;

  begin
     if x>MaxTanh then exit(1.0)
     else if x<-MaxTanh then exit (-1.0);
     temp:=exp(-2*x);
     tanh:=(1-temp)/(1+temp)
  end;

function arccosh(x : float) : float;

  begin
     arccosh:=arcosh(x);
  end;

function arcsinh(x : float) : float;

  begin
     arcsinh:=arsinh(x);
  end;

function arctanh(x : float) : float;

  begin
     if x>1 then InvalidArgument;
     arctanh:=artanh(x);
  end;

function arcosh(x : float) : float;

  begin
     if x<1 then InvalidArgument;
     arcosh:=Ln(x+Sqrt(x*x-1));
  end;

function arsinh(x : float) : float;

  begin
     arsinh:=Ln(x+Sqrt(1+x*x));
  end;

function artanh(x : float) : float;
  begin
    If abs(x)>1 then InvalidArgument;
    artanh:=(Ln((1+x)/(1-x)))*0.5;
  end;

function hypot(x,y : float) : float;

  begin
     hypot:=Sqrt(x*x+y*y)
  end;

function log10(x : float) : float;

  begin
     log10:=ln(x)/ln(10);
  end;

function log2(x : float) : float;

  begin
     log2:=ln(x)/ln(2)
  end;

function logn(n,x : float) : float;

  begin
     if n<0 then InvalidArgument;
     logn:=ln(x)/ln(n);
  end;

function lnxp1(x : float) : float;

  begin
     if x<-1 then
       InvalidArgument;
     lnxp1:=ln(1+x);
  end;

function power(base,exponent : float) : float;

  begin
    If Exponent=0.0 then 
      Result:=1.0
    else
      If base>0.0 then
        Power:=exp(exponent * ln (base))
      else if base=0.0 then
        Result:=0.0
      else
        InvalidArgument
  end;

function intpower(base : float;exponent : longint) : float;

  var
     i : longint;

  begin
     i:=abs(exponent);
     intpower:=1.0;
     while i>0 do
       begin
          while (i and 1)=0 do
            begin
               i:=i shr 1;
               base:=sqr(base);
            end;
          i:=i-1;
          intpower:=intpower*base;
       end;
     if exponent<0 then
       intpower:=1.0/intpower;
  end;

function ceil(x : float) : longint;

  begin
    Ceil:=Trunc(x);
    If Frac(x)>0 then
      Ceil:=Ceil+1;
  end;

function floor(x : float) : longint;

  begin
     Floor:=Trunc(x);
     If Frac(x)<0 then
       Floor := Floor-1;
  end;

procedure frexp(x : float;var mantissa,exponent : float);

  begin

  end;

function ldexp(x : float;p : longint) : float;

  begin
     ldexp:=x*intpower(2.0,p);
  end;

function mean(const data : array of float) : float;

  begin
     Result:=Mean(@data[0],High(Data)+1);
  end;

function mean(const data : PFloat; Const N : longint) : float;

  begin
     mean:=sum(Data,N);
     mean:=mean/N;
  end;

function sum(const data : array of float) : float;

  begin
     Result:=Sum(@Data[0],High(Data)+1);
  end;

function sum(const data : PFloat;Const N : longint) : float;

  var
     i : longint;

  begin
     sum:=0.0;
     for i:=0 to N-1 do
       sum:=sum+data[i];
  end;

 function sumofsquares(const data : array of float) : float;
 
 begin
   Result:=sumofsquares(@data[0],High(Data)+1);
 end;
 
 function sumofsquares(const data : PFloat; Const N : Integer) : float;

  var
     i : longint;

  begin
     sumofsquares:=0.0;
     for i:=0 to N-1 do
       sumofsquares:=sumofsquares+sqr(data[i]);
  end;

procedure sumsandsquares(const data : array of float;
  var sum,sumofsquares : float);

begin
  sumsandsquares (@Data[0],High(Data)+1,Sum,sumofsquares);
end;

procedure sumsandsquares(const data : PFloat; Const N : Integer;
  var sum,sumofsquares : float);

  var
     i : Integer;
     temp : float;

  begin
     sumofsquares:=0.0;
     sum:=0.0;
     for i:=0 to N-1 do
       begin
          temp:=data[i];
          sumofsquares:=sumofsquares+sqr(temp);
          sum:=sum+temp;
       end;
  end;



function stddev(const data : array of float) : float;

begin
  Result:=Stddev(@Data[0],High(Data)+1)
end;

function stddev(const data : PFloat; Const N : Integer) : float;

  begin
     StdDev:=Sqrt(Variance(Data,N));
  end;

procedure meanandstddev(const data : array of float;
  var mean,stddev : float);

begin
  Meanandstddev(@Data[0],High(Data)+1,Mean,stddev);
end;

procedure meanandstddev(const data : PFloat;
  Const N : Longint;var mean,stddev : float);

Var I : longint;

begin
  Mean:=0;
  StdDev:=0;
  For I:=0 to N-1 do
    begin
    Mean:=Mean+Data[i];
    StdDev:=StdDev+Sqr(Data[i]);
    end;
  Mean:=Mean/N;
  StdDev:=(StdDev-N*Sqr(Mean));
  If N>1 then
    StdDev:=Sqrt(Stddev/(N-1))
  else  
    StdDev:=0;
end;

function variance(const data : array of float) : float;

  begin
     Variance:=Variance(@Data[0],High(Data)+1);
  end;

function variance(const data : PFloat; Const N : Integer) : float;

  begin
     If N=1 then 
       Result:=0
     else
       Result:=TotalVariance(Data,N)/(N-1);
  end;

function totalvariance(const data : array of float) : float;

begin
  Result:=TotalVariance(@Data[0],High(Data)+1);
end;

function totalvariance(const data : Pfloat;Const N : Integer) : float;

   var S,SS : Float;

  begin
    If N=1 then
      Result:=0
    else
      begin
      SumsAndSquares(Data,N,S,SS);
      Result := SS-Sqr(S)/N;
      end;
  end;

function randg(mean,stddev : float) : float;

  Var U1,S2 : Float;

  begin
     repeat
       u1:= 2*random-1;
       S2:=Sqr(U1)+sqr(2*random-1);
     until s2<1;
     randg:=Sqrt(-2*ln(S2)/S2)*u1*stddev+Mean;
  end;

function popnstddev(const data : array of float) : float;

  begin
     PopnStdDev:=Sqrt(PopnVariance(@Data[0],High(Data)+1));
  end;

function popnstddev(const data : PFloat; Const N : Integer) : float;

  begin
     PopnStdDev:=Sqrt(PopnVariance(Data,N));
  end;

function popnvariance(const data : array of float) : float;

begin
  popnvariance:=popnvariance(@data[0],high(Data)+1);
end;

function popnvariance(const data : PFloat; Const N : Integer) : float;

  begin
     PopnVariance:=TotalVariance(Data,N)/N;
  end;

procedure momentskewkurtosis(const data : array of float;
  var m1,m2,m3,m4,skew,kurtosis : float);

begin
  momentskewkurtosis(@Data[0],High(Data)+1,m1,m2,m3,m4,skew,kurtosis);
end;

procedure momentskewkurtosis(const data : PFloat; Const N : Integer;
  var m1,m2,m3,m4,skew,kurtosis : float);

  Var S,SS,SC,SQ,invN,Acc,M1S,S2N,S3N,temp : Float;
      I : Longint;

  begin
     invN:=1.0/N;
     s:=0;
     ss:=0;
     sq:=0;
     sc:=0;
     for i:=0 to N-1 do
       begin
       temp:=Data[i];   { faster }
       S:=S+temp;
       acc:=temp*temp;
       ss:=ss+acc;
       Acc:=acc*temp;
       Sc:=sc+acc;
       acc:=acc*temp;
       sq:=sq+acc;
       end;
     M1:=s*invN;
     M1S:=M1*M1;
     S2N:=SS*invN;
     S3N:=SC*invN;
     M2:=S2N-M1S;
     M3:=S3N-(M1*3*S2N) + 2*M1S*M1;
     M4:=SQ*invN - (M1 * 4 * S3N) + (M1S*6*S2N-3*Sqr(M1S));
     Skew:=M3*power(M2,-3/2);
     Kurtosis:=M4 / Sqr(M2);
  end;

function norm(const data : array of float) : float;

  begin
     norm:=Norm(@data[0],High(Data)+1);
  end;

function norm(const data : PFloat; Const N : Integer) : float;

  begin
     norm:=sqrt(sumofsquares(data,N));
  end;


function MinIntValue(const Data: array of Integer): Integer;
var
  I: Integer;
begin
  Result := Data[Low(Data)];
  For I := Succ(Low(Data)) To High(Data) Do
    If Data[I] < Result Then Result := Data[I];
end;

function MinValue(const Data: array of Integer): Integer;

begin
  Result:=MinValue(Pinteger(@Data[0]),High(Data)+1)
end;

function MinValue(const Data: PInteger; Const N : Integer): Integer;
var
  I: Integer;
begin
  Result := Data[0];
  For I := 1 To N-1 do
    If Data[I] < Result Then Result := Data[I];
end;


function minvalue(const data : array of float) : float;

begin
   Result:=minvalue(PFloat(@data[0]),High(Data)+1);
end;

function minvalue(const data : PFloat; Const N : Integer) : float;

var
   i : longint;

begin
   { get an initial value }
   minvalue:=data[0];
   for i:=1 to N-1 do
     if data[i]<minvalue then
       minvalue:=data[i];
end;

function MaxIntValue(const Data: array of Integer): Integer;
var
  I: Integer;
begin
  Result := Data[Low(Data)];
  For I := Succ(Low(Data)) To High(Data) Do
    If Data[I] > Result Then Result := Data[I];
end;

function maxvalue(const data : array of float) : float;

begin
   Result:=maxvalue(PFloat(@data[0]),High(Data)+1);
end;

function maxvalue(const data : PFloat; Const N : Integer) : float;

var
   i : longint;

begin
   { get an initial value }
   maxvalue:=data[0];
   for i:=1 to N-1 do
     if data[i]>maxvalue then
       maxvalue:=data[i];
end;

function MaxValue(const Data: array of Integer): Integer;

begin
  Result:=MaxValue(PInteger(@Data[0]),High(Data)+1)
end;

function maxvalue(const data : PInteger; Const N : Integer) : Integer;

var
   i : longint;

begin
   { get an initial value }
   maxvalue:=data[0];
   for i:=1 to N-1 do
     if data[i]>maxvalue then
       maxvalue:=data[i];
end;


function Min(a, b: Integer): Integer;
begin
  if a < b then
    Result := a
  else
    Result := b;
end;

function Max(a, b: Integer): Integer;
begin
  if a > b then
    Result := a
  else
    Result := b;
end;

function Min(a, b: Cardinal): Cardinal;
begin
  if a < b then
    Result := a
  else
    Result := b;
end;

function Max(a, b: Cardinal): Cardinal;
begin
  if a > b then
    Result := a
  else
    Result := b;
end;

function Min(a, b: Int64): Int64;
begin
  if a < b then
    Result := a
  else
    Result := b;
end;

function Max(a, b: Int64): Int64;
begin
  if a > b then
    Result := a
  else
    Result := b;
end;

function Min(a, b: Single): Single;
begin
  if a < b then
    Result := a
  else
    Result := b;
end;

function Max(a, b: Single): Single;
begin
  if a > b then
    Result := a
  else
    Result := b;
end;

function Min(a, b: Double): Double;
begin
  if a < b then
    Result := a
  else
    Result := b;
end;

function Max(a, b: Double): Double;
begin
  if a > b then
    Result := a
  else
    Result := b;
end;

function Min(a, b: Extended): Extended;
begin
  if a < b then
    Result := a
  else
    Result := b;
end;

function Max(a, b: Extended): Extended;
begin
  if a > b then
    Result := a
  else
    Result := b;
end;


end.
{
  $Log$
  Revision 1.4  2000-07-30 10:01:04  sg
  * Made some modifications suggested by Markus Kaemmerer:
    - MaxTanh is now the exact value Ln(MaxExtended)/2
    - The 'for' loops in MinValue and MaxValue can start with the second
      element instead of the first one
    - Added more overloaded versions of Min and Max functions

  Revision 1.3  2000/07/29 18:07:45  sg
  * Applied patches by Markus Kaemmerer:
    - Added ranges of the IEEE floating point types, including denormals
    - in sincos function: The arguments are of type Extended, so they
      need 't' as size suffix in FPU instructions, and not 'l'!

  Revision 1.2  2000/07/13 11:33:51  michael
  + removed logs
 
}