TQpProbBase.h

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00001 // @(#)root/quadp:$Id: TQpProbBase.h 20882 2007-11-19 11:31:26Z rdm $
00002 // Author: Eddy Offermann   May 2004
00003 
00004 /*************************************************************************
00005  * Copyright (C) 1995-2000, Rene Brun and Fons Rademakers.               *
00006  * All rights reserved.                                                  *
00007  *                                                                       *
00008  * For the licensing terms see $ROOTSYS/LICENSE.                         *
00009  * For the list of contributors see $ROOTSYS/README/CREDITS.             *
00010  *************************************************************************/
00011 
00012 /*************************************************************************
00013  * Parts of this file are copied from the OOQP distribution and          *
00014  * are subject to the following license:                                 *
00015  *                                                                       *
00016  * COPYRIGHT 2001 UNIVERSITY OF CHICAGO                                  *
00017  *                                                                       *
00018  * The copyright holder hereby grants you royalty-free rights to use,    *
00019  * reproduce, prepare derivative works, and to redistribute this software*
00020  * to others, provided that any changes are clearly documented. This     *
00021  * software was authored by:                                             *
00022  *                                                                       *
00023  *   E. MICHAEL GERTZ      gertz@mcs.anl.gov                             *
00024  *   Mathematics and Computer Science Division                           *
00025  *   Argonne National Laboratory                                         *
00026  *   9700 S. Cass Avenue                                                 *
00027  *   Argonne, IL 60439-4844                                              *
00028  *                                                                       *
00029  *   STEPHEN J. WRIGHT     swright@cs.wisc.edu                           *
00030  *   Computer Sciences Department                                        *
00031  *   University of Wisconsin                                             *
00032  *   1210 West Dayton Street                                             *
00033  *   Madison, WI 53706   FAX: (608)262-9777                              *
00034  *                                                                       *
00035  * Any questions or comments may be directed to one of the authors.      *
00036  *                                                                       *
00037  * ARGONNE NATIONAL LABORATORY (ANL), WITH FACILITIES IN THE STATES OF   *
00038  * ILLINOIS AND IDAHO, IS OWNED BY THE UNITED STATES GOVERNMENT, AND     *
00039  * OPERATED BY THE UNIVERSITY OF CHICAGO UNDER PROVISION OF A CONTRACT   *
00040  * WITH THE DEPARTMENT OF ENERGY.                                        *
00041  *************************************************************************/
00042 
00043 #ifndef ROOT_TQpProbBase
00044 #define ROOT_TQpProbBase
00045 
00046 #ifndef ROOT_TError
00047 #include "TError.h"
00048 #endif
00049 
00050 #ifndef ROOT_TQpVar
00051 #include "TQpVar.h"
00052 #endif
00053 #ifndef ROOT_TQpDataBase
00054 #include "TQpDataBase.h"
00055 #endif
00056 #ifndef ROOT_TQpLinSolverBase
00057 #include "TQpLinSolverBase.h"
00058 #endif
00059 #ifndef ROOT_TQpResidual
00060 #include "TQpResidual.h"
00061 #endif
00062 
00063 #ifndef ROOT_TMatrixD
00064 #include "TMatrixD.h"
00065 #endif
00066 
00067 ///////////////////////////////////////////////////////////////////////////
00068 //                                                                       //
00069 // default general problem formulation:                                  //
00070 //                                                                       //
00071 //  minimize    c' x + ( 1/2 ) x' * Q x        ;                         //
00072 //  subject to                      A x  = b   ;                         //
00073 //                          clo <=  C x <= cup ;                         //
00074 //                          xlo <=    x <= xup ;                         //
00075 //                                                                       //
00076 //  The general linear equality constraints must have either an upper    //
00077 //  or lower bound, but need not have both bounds. The variables may have//
00078 //  no bounds; an upper bound; a lower bound or both an upper and lower  //
00079 //  bound.                                                               //
00080 //                                                                       //
00081 //  However, for many (possibly most) QP's, the matrices in the          //
00082 //  formulation have structure that may be exploited to solve the        //
00083 //  problem more efficiently. This abstract problem formulation contains //
00084 //  a setup such that one can derive and add special formulations .      //
00085 //  The optimality conditions of the simple QP defined above are         //
00086 //  follows:                                                             //
00087 //                                                                       //
00088 //  rQ  = c + Q * x - A' * y - C' * z = 0                                //
00089 //  rA  = A * x - b                   = 0                                //
00090 //  rC  = C * x - s - d               = 0                                //
00091 //  r3  = S * z                       = 0                                //
00092 //  s, z >= 0                                                            //
00093 //                                                                       //
00094 //  Where rQ, rA, rC and r3 newly defined quantities known as residual   //
00095 //  vectors and x, y, z and s are variables of used in solution of the   //
00096 //  QPs.                                                                 //
00097 //                                                                       //
00098 ///////////////////////////////////////////////////////////////////////////
00099 
00100 class TQpLinSolverBase;
00101 class TQpProbBase : public TObject
00102 {
00103 
00104 public:
00105    Int_t fNx;                                  // number of elements in x
00106    Int_t fMy;                                  // number of rows in A and b
00107    Int_t fMz;                                  // number of rows in C
00108 
00109    TQpProbBase();
00110    TQpProbBase(Int_t nx,Int_t my,Int_t mz);
00111    TQpProbBase(const TQpProbBase &another);
00112 
00113    virtual ~TQpProbBase() {}
00114 
00115    virtual TQpDataBase      *MakeData     (TVectorD     &c,
00116                                            TMatrixDBase &Q_in,
00117                                            TVectorD     &xlo, TVectorD &ixlo,
00118                                            TVectorD     &xup, TVectorD &ixup,
00119                                            TMatrixDBase &A_in,TVectorD &bA,
00120                                            TMatrixDBase &C_in,
00121                                            TVectorD     &clo, TVectorD &iclo,
00122                                            TVectorD     &cup, TVectorD &icup) = 0;
00123    virtual TQpResidual      *MakeResiduals(const TQpDataBase *data) = 0;
00124    virtual TQpVar           *MakeVariables(const TQpDataBase *data) = 0;
00125    virtual TQpLinSolverBase *MakeLinSys   (const TQpDataBase *data) = 0;
00126 
00127    virtual void JoinRHS     (TVectorD &rhs_in,TVectorD &rhs1_in,TVectorD &rhs2_in,TVectorD &rhs3_in) = 0;
00128    virtual void SeparateVars(TVectorD &x_in,TVectorD &y_in,TVectorD &z_in,TVectorD &vars_in)         = 0;
00129 
00130    TQpProbBase &operator= (const TQpProbBase &source);
00131 
00132    ClassDef(TQpProbBase,1)                     // Qp problem formulation base class
00133 };
00134 #endif

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