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b98f47bf19a2b896f78f7fc9cbeabd9a38d6e520
lazarus-ccr/applications/lazstats/source/forms/analysis/multiple_regression/linprounit.pas
wp_xxyyzz e04a433d41 LazStats: Inherit the remaining regression forms from TBasicStatsReportForm. 
git-svn-id: https://svn.code.sf.net/p/lazarus-ccr/svn@7791 8e941d3f-bd1b-0410-a28a-d453659cc2b4
2020-10-22 10:24:24 +00:00

737 lines
20 KiB
ObjectPascal
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unit LinProUnit;
{$mode objfpc}{$H+}
interface
uses
Classes, SysUtils, FileUtil, LResources, Forms, Controls, Graphics, Dialogs,
StdCtrls, Grids, ExtCtrls,
OutputUnit, Globals;
type
{ TLinProForm }
TLinProForm = class(TForm)
Bevel1: TBevel;
ExitBtn: TButton;
Panel1: TPanel;
Panel2: TPanel;
Panel3: TPanel;
Panel4: TPanel;
Panel5: TPanel;
Panel6: TPanel;
Panel7: TPanel;
Panel8: TPanel;
ResetBtn: TButton;
CancelBtn: TButton;
ComputeBtn: TButton;
LoadBtn: TButton;
SaveBtn: TButton;
OpenDialog1: TOpenDialog;
ResultsEdit: TEdit;
Label11: TLabel;
NoEqualEdit: TEdit;
Label9: TLabel;
NoMinEdit: TEdit;
Label7: TLabel;
NoMaxEdit: TEdit;
Label5: TLabel;
Label6: TLabel;
NoVarsEdit: TEdit;
FileNameEdit: TEdit;
Label1: TLabel;
Label2: TLabel;
Label3: TLabel;
Label4: TLabel;
ObjectiveGrid: TStringGrid;
MaxGrid: TStringGrid;
MinGrid: TStringGrid;
EqualGrid: TStringGrid;
MaxConstraintsGrid: TStringGrid;
MinConstraintsGrid: TStringGrid;
EqualConstraintsGrid: TStringGrid;
MinMaxGrp: TRadioGroup;
SaveDialog1: TSaveDialog;
procedure CancelBtnClick(Sender: TObject);
procedure ComputeBtnClick(Sender: TObject);
procedure ExitBtnClick(Sender: TObject);
procedure FormActivate(Sender: TObject);
procedure FormCreate(Sender: TObject);
procedure FormShow(Sender: TObject);
procedure LoadBtnClick(Sender: TObject);
procedure NoEqualEditExit(Sender: TObject);
procedure NoEqualEditKeyPress(Sender: TObject; var Key: char);
procedure NoMaxEditExit(Sender: TObject);
procedure NoMaxEditKeyPress(Sender: TObject; var Key: char);
procedure NoMinEditExit(Sender: TObject);
procedure NoMinEditKeyPress(Sender: TObject; var Key: char);
procedure NoVarsEditExit(Sender: TObject);
procedure NoVarsEditKeyPress(Sender: TObject; var Key: char);
procedure ResetBtnClick(Sender: TObject);
procedure SaveBtnClick(Sender: TObject);
private
{ private declarations }
FAutoSized: Boolean;
NoVars, NoMax, NoMin, NoEql, MinMax, NoCoefs : integer;
Objective : DblDyneVec;
MaxConstraints : DblDyneVec;
MinConstraints : DblDyneVec;
EqlConstraints : DblDyneVec;
Coefficients : DblDyneMat;
PROCEDURE simplx(VAR a: DblDyneMat; m,n,mp,np,m1,m2,m3: integer;
VAR icase: integer; VAR izrov: IntDyneVec;
VAR iposv: IntDyneVec);
PROCEDURE simp1(VAR a: DblDyneMat; mp,np,mm: integer;
ll: IntDyneVec; nll,iabf: integer;
VAR kp: integer; VAR bmax: double);
PROCEDURE simp2(VAR a: DblDyneMat; m,n,mp,np: integer;
l2: IntDyneVec; nl2: integer; VAR ip: integer;
kp: integer; VAR q1: double);
PROCEDURE simp3(VAR a: DblDyneMat; mp,np,i1,k1,ip,kp: integer);
procedure LoadArrayData(Sender: TObject);
public
{ public declarations }
end;
var
LinProForm: TLinProForm;
implementation
uses
Math;
{ TLinProForm }
procedure TLinProForm.ResetBtnClick(Sender: TObject);
begin
NoVarsEdit.Text := '0';
NoMaxEdit.Text := '';
NoMinEdit.Text := '';
NoEqualEdit.Text := '';
MinMaxGrp.ItemIndex := 0;
FileNameEdit.Text := '';
MaxConstraintsGrid.RowCount := 1;
MaxConstraintsGrid.ColCount := 1;
MaxConstraintsGrid.Cells[0,0] := '';
MinConstraintsGrid.RowCount := 1;
MinConstraintsGrid.ColCount := 1;
MinConstraintsGrid.Cells[0,0] := '';
EqualConstraintsGrid.RowCount := 1;
EqualConstraintsGrid.ColCount := 1;
EqualConstraintsGrid.Cells[0,0] := '';
ObjectiveGrid.RowCount := 1;
ObjectiveGrid.ColCount := 1;
ObjectiveGrid.Cells[0,0] := '';
MaxGrid.RowCount := 1;
MaxGrid.ColCount := 1;
MaxGrid.Cells[0,0] := '';
MinGrid.RowCount := 1;
MinGrid.ColCount := 1;
MinGrid.Cells[0,0] := '';
EqualGrid.RowCount := 1;
EqualGrid.ColCount := 1;
EqualGrid.Cells[0,0] := '';
ResultsEdit.Text := '';
end;
procedure TLinProForm.SaveBtnClick(Sender: TObject);
var
F : TextFile;
i, j : integer;
FName : string;
begin
LoadArrayData(Self);
SaveDialog1.DefaultExt := 'LPR';
SaveDialog1.Filter := 'Linear Programming File (*.LPR)|*.LPR|All Files (*.*)|*.*';
SaveDialog1.FilterIndex := 1;
if SaveDialog1.Execute then
begin
FName := SaveDialog1.FileName;
AssignFile(F,FName);
Rewrite(F);
writeln(F,NoVars);
writeln(F,NoMax);
writeln(F,NoMin);
writeln(F,NoEql);
writeln(F,MinMax);
NoCoefs := NoMax + NoMin + NoEql;
for i := 1 to NoVars do writeln(F,Objective[i]);
for i := 1 to NoMax do writeln(F,MaxConstraints[i]);
for i := 1 to NoMin do writeln(F,MinConstraints[i]);
for i := 1 to NoEql do writeln(F,EqlConstraints[i]);
for i := 1 to NoCoefs do
for j := 1 to NoVars do writeln(F,Coefficients[i,j]);
CloseFile(F);
end;
end;
procedure TLinProForm.FormActivate(Sender: TObject);
var
w: Integer;
begin
if FAutoSized then
exit;
w := MaxValue([LoadBtn.Width, SaveBtn.Width, ResetBtn.Width, CancelBtn.Width, ComputeBtn.Width, ExitBtn.Width]);
LoadBtn.Constraints.MinWidth := w;
SaveBtn.Constraints.MinWidth := w;
ResetBtn.Constraints.MinWidth := w;
CancelBtn.Constraints.MinWidth := w;
ComputeBtn.Constraints.MinWidth := w;
ExitBtn.Constraints.MinWidth := w;
FAutoSized := true;
end;
procedure TLinProForm.FormCreate(Sender: TObject);
begin
if OutputFrm = nil then Application.CreateForm(TOutputFrm, OutputFrm);
end;
procedure TLinProForm.FormShow(Sender: TObject);
begin
ResetBtnClick(Self);
end;
procedure TLinProForm.LoadBtnClick(Sender: TObject);
var
i, j : integer;
FName : string;
F : TextFile;
begin
// load values
OpenDialog1.DefaultExt := 'LPR';
OpenDialog1.Filter := 'Linear Programming File (*.LPR)|*.LPR|All Files (*.*)|*.*';
OpenDialog1.FilterIndex := 1;
if OpenDialog1.Execute then
begin
FName := OpenDialog1.FileName;
AssignFile(F,FName);
FileMode := 0; {Set file access to read only }
Reset(F);
readln(F,NoVars);
readln(F,NoMax);
readln(F,NoMin);
readln(F,NoEql);
readln(F,MinMax);
NoCoefs := NoMax + NoMin + NoEql;
// allocate space
SetLength(Objective,NoVars + 1);
SetLength(MaxConstraints,NoMax + 1);
SetLength(MinConstraints,NoMin + 1);
SetLength(EqlConstraints,NoEql+1);
SetLength(Coefficients,NoCoefs+1,NoVars+1);
for i := 1 to NoVars do readln(F,Objective[i]);
for i := 1 to NoMax do readln(F,MaxConstraints[i]);
for i := 1 to NoMin do readln(F,MinConstraints[i]);
for i := 1 to NoEql do readln(F,EqlConstraints[i]);
for i := 1 to NoCoefs do
for j := 1 to NoVars do readln(F,Coefficients[i,j]);
CloseFile(F);
end;
// GetFileData(FName);
FileNameEdit.Text := FName;
NoVarsEdit.Text := IntToStr(NoVars);
NoMaxEdit.Text := IntToStr(NoMax);
NoMinEdit.Text := IntToStr(NoMin);
NoEqualEdit.Text := IntToStr(NoEql);
MinMaxGrp.ItemIndex := MinMax;
MaxConstraintsGrid.RowCount := NoMax;
MinConstraintsGrid.RowCount := NoMin;
EqualConstraintsGrid.RowCount := NoEql;
ObjectiveGrid.ColCount := NoVars;
MaxGrid.RowCount := NoMax;
MaxGrid.ColCount := NoVars;
MinGrid.RowCount := NoMin;
MinGrid.ColCount := NoVars;
EqualGrid.RowCount := NoEql;
EqualGrid.ColCount := NoVars;
// Place objectives in grid
for i := 1 to NoVars do
ObjectiveGrid.Cells[i-1,0] := FloatToStr(Objective[i]);
// Place Maximum constraints in grid
for i := 1 to NoMax do
begin
MaxConstraintsGrid.Cells[0,i-1] := FloatToStr(MaxConstraints[i]);
for j := 1 to NoVars do MaxGrid.Cells[j-1,i-1] := FloatToStr(Coefficients[i,j]);
end;
// Place Minimum constraints in grid
for i := 1 to NoMin do
begin
MinConstraintsGrid.Cells[0,i-1] := FloatToStr(MinConstraints[i]);
for j := 1 to NoVars do
MinGrid.Cells[j-1,i-1] := FloatToStr(Coefficients[NoMax+i,j]);
END;
// Place Equal constraints in grid
for i := 1 to NoEql do
begin
EqualConstraintsGrid.Cells[0,i-1] := FloatToStr(EqlConstraints[i]);
for j := 1 to NoVars do
EqualGrid.Cells[j-1,i-1] := FloatToStr(Coefficients[NoMax+NoMin+i,j]);
end;
ComputeBtn.SetFocus;
end;
procedure TLinProForm.CancelBtnClick(Sender: TObject);
begin
Coefficients := nil;
EqlConstraints := nil;
MinConstraints := nil;
MaxConstraints := nil;
Objective := nil;
Close;
end;
procedure TLinProForm.ComputeBtnClick(Sender: TObject);
var
m1, m2, m3, m, mp, n, np, nm1m2 : integer;
i,icase,j : integer;
izrov : IntDyneVec;
iposv : IntDyneVec;
a : DblDyneMat;
txt : StrDyneVec;
outline : string;
begin
n := NoVars;
m1 := NoMax;
m2 := NoMin;
m3 := NoEql;
m := m1 + m2 + m3;
np := n+1; (* np >= n+1 *)
mp := m + 2; (* mp >= m+2 *)
nm1m2 := n + m1 + m2; (* nm1m2=n+m1+m2 *)
SetLength(izrov,n+1);
SetLength(iposv,m+1);
SetLength(a,mp+1,np+1);
SetLength(txt,nm1m2+1);
// Initialize labels
for i := 1 to NoVars do txt[i] := 'X' + IntToStr(i);
for i := NoVars + 1 to nm1m2 do txt[i] := 'Y' + IntToStr(i-NoVars);
// Fill array data from grid
LoadArrayData(Self);
for i := 1 to NoVars do a[1,i+1] := Objective[i];
a[1,1] := 0.0;
for i := 1 to NoMax do
begin
a[i+1,1] := MaxConstraints[i];
for j := 1 to NoVars do a[i+1,j+1] := coefficients[i,j];
end;
for i := 1 to NoMin do
begin
a[i+1+NoMax,1] := MinConstraints[i];
for j := 1 to NoVars do a[i+1+NoMax,j+1] := Coefficients[i+NoMax,j];
end;
for i := 1 to NoEql do
begin
a[i+1+NoMax+NoMin,1] := EqlConstraints[i];
for j := 1 to NoVars do
a[i+1+NoMax+NoMin,j+1] := coefficients[i+NoMax+NoMin,j];
end;
if MinMaxGrp.ItemIndex = 1 then
begin
MinMax := 1;
for i := 1 to NoVars do a[1,i+1] := -1.0 * a[1,i+1];
end;
// Do analysis
simplx(a,m,n,mp,np,m1,m2,m3,icase,izrov,iposv);
if MinMax = 1 then a[1,1] := -a[1,1];
// Report results
OutputFrm.RichEdit.Clear;
OutputFrm.RichEdit.Lines.Add('Linear Programming Results');
OutputFrm.RichEdit.Lines.Add('');
outline := '';
IF (icase = 1) THEN
BEGIN
ResultsEdit.Text := 'Unbounded objective function.';
OutputFrm.RichEdit.Lines.Add('Unbounded object function.')
END
ELSE IF (icase = -1) THEN
BEGIN
ResultsEdit.Text := 'No solutions satisfy constraints given.';
OutputFrm.RichEdit.Lines.Add('No solutions satisfy constraints given')
END ELSE
BEGIN
ResultsEdit.Text := 'Solution found.';
outline := ' ';
FOR i := 1 to n DO
BEGIN
IF (izrov[i] <= nm1m2) THEN
BEGIN
outline := outline + format('%10s',[txt[izrov[i]]]);
END;
END;
OutputFrm.RichEdit.Lines.Add(outline);
OutputFrm.RichEdit.Lines.Add('');
outline := '';
FOR i := 1 to m+1 DO
BEGIN
IF (i > 1) THEN
BEGIN
outline := outline + format('%3s',[txt[iposv[i-1]]]);
END
ELSE BEGIN
outline := outline + ' z';
END;
FOR j := 1 to (n+1) DO
BEGIN
IF (j=1) THEN
outline := outline + format('%10.4f',[a[i,j]]);
IF (j>1) THEN
BEGIN
IF (izrov[j-1] <= nm1m2) THEN
outline := outline + format('%10.4f',[a[i,j]]);
END;
END;
OutputFrm.RichEdit.Lines.Add(outline);
outline := '';
END;
END;
OutputFrm.ShowModal;
// ShowOutPut(m1, m2, m3, m, n, icase, a, iposv, izrov, Self);
// cleanup
txt := nil;
a := nil;
iposv := nil;
izrov := nil;
end;
procedure TLinProForm.ExitBtnClick(Sender: TObject);
begin
Coefficients := nil;
EqlConstraints := nil;
MinConstraints := nil;
MaxConstraints := nil;
Objective := nil;
Close;
end;
procedure TLinProForm.NoEqualEditExit(Sender: TObject);
VAR value : integer;
begin
value := StrToInt(NoEqualEdit.Text);
if value = 0 then exit;
EqualConstraintsGrid.RowCount := value;
EqualGrid.RowCount := value;
NoEql := value;
SetLength(EqlConstraints,value + 1);
NoCoefs := NoMax + NoMin + NoEql;
SetLength(Coefficients,NoCoefs+1,NoVars+1);
end;
procedure TLinProForm.NoEqualEditKeyPress(Sender: TObject; var Key: char);
begin
if ord(Key) = 13 then ObjectiveGrid.SetFocus;
end;
procedure TLinProForm.NoMaxEditExit(Sender: TObject);
VAR value : integer;
begin
value := StrToInt(NoMaxEdit.Text);
if value = 0 then exit;
MaxConstraintsGrid.RowCount := value;
MaxGrid.RowCount := value;
NoMax := value;
SetLength(MaxConstraints,NoMax + 1);
end;
procedure TLinProForm.NoMaxEditKeyPress(Sender: TObject; var Key: char);
begin
if ord(Key) = 13 then NoMinEdit.SetFocus;
end;
procedure TLinProForm.NoMinEditExit(Sender: TObject);
VAR value : integer;
begin
value := StrToInt(NoMinEdit.Text);
if value = 0 then exit;
MinConstraintsGrid.RowCount := value;
MinGrid.RowCount := value;
NoMin := value;
SetLength(MinConstraints,NoMin + 1);
end;
procedure TLinProForm.NoMinEditKeyPress(Sender: TObject; var Key: char);
begin
if ord(Key) = 13 then NoEqualEdit.SetFocus;
end;
procedure TLinProForm.NoVarsEditExit(Sender: TObject);
var value : integer;
begin
value := StrToInt(NoVarsEdit.Text);
if value = 0 then exit;
ObjectiveGrid.ColCount := value;
MaxGrid.ColCount := value;
MinGrid.ColCount := value;
EqualGrid.ColCount := value;
NoVars := value;
SetLength(Objective,NoVars + 1);
end;
procedure TLinProForm.NoVarsEditKeyPress(Sender: TObject; var Key: char);
begin
if ord(Key) = 13 then NoMaxEdit.SetFocus;
end;
PROCEDURE TLinProForm.simplx(VAR a: DblDyneMat; m,n,mp,np,m1,m2,m3: integer;
VAR icase: integer; VAR izrov: IntDyneVec;
VAR iposv: IntDyneVec);
LABEL 1,2,10,20,30,99;
CONST eps=1.0e-6;
VAR
nl2,nl1,m12,kp,kh,k,is1,ir,ip,i: integer;
q1,bmax: double;
l1: IntDyneVec;
l2,l3: IntDyneVec;
BEGIN
setlength(l1,np+1);
setlength(l2,mp + 1);
setlength(l3,mp + 1);
IF (m <> (m1+m2+m3)) THEN BEGIN
writeln('pause in routine SIMPLX');
writeln('bad input constraint counts'); readln
END;
nl1 := n;
FOR k := 1 TO n DO BEGIN
l1[k] := k;
izrov[k] := k
END;
nl2 := m;
FOR i := 1 TO m DO BEGIN
IF (a[i+1,1] < 0.0) THEN BEGIN
writeln('pause in routine SIMPLX');
writeln('bad input tableau'); readln
END;
l2[i] := i;
iposv[i] := n+i
END;
FOR i := 1 TO m2 DO BEGIN
l3[i] := 1
END;
ir := 0;
IF ((m2+m3) = 0) THEN GOTO 30;
ir := 1;
FOR k := 1 TO n+1 DO BEGIN
q1 := 0.0;
FOR i := m1+1 TO m DO BEGIN
q1 := q1+a[i+1,k]
END;
a[m+2,k] := -q1
END;
10: simp1(a,mp,np,m+1,l1,nl1,0,kp,bmax);
IF ((bmax <= eps) AND (a[m+2,1] < -eps)) THEN BEGIN
icase := -1; GOTO 99 END
ELSE IF ((bmax <= eps) AND (a[m+2,1] <= eps)) THEN BEGIN
m12 := m1+m2+1;
IF (m12 <= m) THEN BEGIN
FOR ip := m12 TO m DO BEGIN
IF (iposv[ip] = (ip+n)) THEN BEGIN
simp1(a,mp,np,ip,l1,nl1,1,kp,bmax);
IF (bmax > 0.0) THEN GOTO 1
END
END
END;
ir := 0;
m12 := m12-1;
IF ((m1+1) > m12) THEN GOTO 30;
FOR i := m1+1 TO m12 DO BEGIN
IF (l3[i-m1] = 1) THEN BEGIN
FOR k := 1 TO n+1 DO BEGIN
a[i+1,k] := -a[i+1,k]
END
END
END;
GOTO 30
END;
simp2(a,m,n,mp,np,l2,nl2,ip,kp,q1);
IF (ip = 0) THEN BEGIN
icase := -1; GOTO 99
END;
1: simp3(a,mp,np,m+1,n,ip,kp);
IF (iposv[ip] >= (n+m1+m2+1)) THEN BEGIN
FOR k := 1 TO nl1 DO BEGIN
IF (l1[k] = kp) THEN GOTO 2
END;
2: nl1 := nl1-1;
FOR is1 := k TO nl1 DO BEGIN
l1[is1] := l1[is1+1]
END
END ELSE BEGIN
IF (iposv[ip] < (n+m1+1)) THEN GOTO 20;
kh := iposv[ip]-m1-n;
IF (l3[kh] = 0) THEN GOTO 20;
l3[kh] := 0
END;
a[m+2,kp+1] := a[m+2,kp+1]+1.0;
FOR i := 1 TO m+2 DO BEGIN
a[i,kp+1] := -a[i,kp+1]
END;
20: is1 := izrov[kp];
izrov[kp] := iposv[ip];
iposv[ip] := is1;
IF (ir <> 0) THEN GOTO 10;
30: simp1(a,mp,np,0,l1,nl1,0,kp,bmax);
IF (bmax <= 0.0) THEN BEGIN
icase := 0; GOTO 99
END;
simp2(a,m,n,mp,np,l2,nl2,ip,kp,q1);
IF (ip = 0) THEN BEGIN
icase := 1; GOTO 99
END;
simp3(a,mp,np,m,n,ip,kp);
GOTO 20;
99:
l1 := nil;
l2 := nil;
l3 := nil;
END;
PROCEDURE TLinProForm.simp1(VAR a: DblDyneMat; mp,np,mm: integer;
ll: IntDyneVec; nll,iabf: integer;
VAR kp: integer; VAR bmax: double);
LABEL 99;
VAR
k: integer;
test: real;
BEGIN
kp := ll[1];
bmax := a[mm+1,kp+1];
IF (nll < 2) THEN GOTO 99;
FOR k := 2 TO nll DO BEGIN
IF (iabf = 0) THEN BEGIN
test := a[mm+1,ll[k]+1]-bmax
END ELSE BEGIN
test := abs(a[mm+1,ll[k]+1])-abs(bmax)
END;
IF (test > 0.0) THEN BEGIN
bmax := a[mm+1,ll[k]+1];
kp := ll[k]
END
END;
99: END;
PROCEDURE TLinProForm.simp2(VAR a: DblDyneMat; m,n,mp,np: integer;
l2: IntDyneVec; nl2: integer; VAR ip: integer;
kp: integer; VAR q1: double);
LABEL 2,6,99;
VAR
k,ii,i: integer;
qp,q0,q: double;
BEGIN
ip := 0;
IF (nl2 < 1) THEN GOTO 99;
FOR i := 1 TO nl2 DO BEGIN
IF (a[l2[i]+1,kp+1] < 0.0) THEN GOTO 2
END;
GOTO 99;
2: q1 := -a[l2[i]+1,1]/a[l2[i]+1,kp+1];
ip := l2[i];
IF ((i+1) > nl2) THEN GOTO 99;
FOR i := i+1 TO nl2 DO BEGIN
ii := l2[i];
IF (a[ii+1,kp+1] < 0.0) THEN BEGIN
q := -a[ii+1,1]/a[ii+1,kp+1];
IF (q < q1) THEN BEGIN
ip := ii;
q1 := q
END ELSE IF (q = q1) THEN BEGIN
FOR k := 1 TO n DO BEGIN
qp := -a[ip+1,k+1]/a[ip+1,kp+1];
q0 := -a[ii+1,k+1]/a[ii+1,kp+1];
IF (q0 <> qp) THEN GOTO 6
END;
6: IF (q0 < qp) THEN ip := ii
END
END
END;
99:
end;
PROCEDURE TLinProForm.simp3(VAR a: DblDyneMat; mp,np,i1,k1,ip,kp: integer);
(* Programs using routine SIMP3 must define the type
TYPE
glmpbynp = ARRAY [1..mp,1..np] OF real;
in the main routine. *)
VAR
kk,ii: integer;
piv: double;
BEGIN
piv := 1.0/a[ip+1,kp+1];
IF (i1 >= 0) THEN BEGIN
FOR ii := 1 TO (i1+1) DO BEGIN
IF ((ii-1) <> ip) THEN BEGIN
a[ii,kp+1] := a[ii,kp+1]*piv;
FOR kk := 1 TO k1+1 DO BEGIN
IF ((kk-1) <> kp) THEN BEGIN
a[ii,kk] := a[ii,kk]
-a[ip+1,kk]*a[ii,kp+1]
END
END
END
END
END;
FOR kk := 1 TO k1+1 DO BEGIN
IF ((kk-1) <> kp) THEN a[ip+1,kk] := -a[ip+1,kk]*piv
END;
a[ip+1,kp+1] := piv
END;
procedure TLinProForm.LoadArrayData(Sender: TObject);
var
i, j : integer;
begin
// load objectives
for i := 1 to NoVars do Objective[i] := StrToFloat(ObjectiveGrid.Cells[i-1,0]);
// load constraints
for i := 1 to NoMax do
begin
MaxConstraints[i] := StrToFloat(MaxConstraintsGrid.Cells[0,i-1]);
for j := 1 to NoVars do coefficients[i,j] := StrToFloat(MaxGrid.Cells[j-1,i-1]);
end;
for i := 1 to NoMin do
begin
MinConstraints[i] := StrToFloat(MinConstraintsGrid.Cells[0,i-1]);
for j := 1 to NoVars do coefficients[i+NoMax,j] := StrToFloat(MinGrid.Cells[j-1,i-1]);
end;
for i := 1 to NoEql do
begin
EqlConstraints[i] := StrToFloat(EqualConstraintsGrid.Cells[0,i-1]);
for j := 1 to NoVars do coefficients[i+NoMax+NoMin,j] := StrToFloat(EqualGrid.Cells[j-1,i-1]);
end;
// Set for minimization if requested
if MinMaxGrp.ItemIndex = 1 then MinMax := 1;
end;
initialization
{$I linprounit.lrs}
end.
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