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authorHarpreet2016-09-03 00:36:51 +0530
committerHarpreet2016-09-03 00:36:51 +0530
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+// (C) Copyright International Business Machines Corporation 2007
+// All Rights Reserved.
+// This code is published under the Eclipse Public License.
+//
+// Authors :
+// Pierre Bonami, International Business Machines Corporation
+//
+// Date : 10/16/2007
+#ifndef BonminTMINLP2OsiLP_H
+#define BonminTMINLP2OsiLP_H
+
+#include <cmath>
+#include <cstdio>
+#include "IpSmartPtr.hpp"
+#include "IpTNLP.hpp"
+#include "BonTypes.hpp"
+
+class OsiSolverInterface;
+class OsiCuts;
+
+namespace Bonmin {
+ class TMINLP2TNLP;
+ class BabSetupBase;
+
+ /** A transformer class to build outer approximations i.e. transfomrs nonlinear programs into linear programs.*/
+ class TMINLP2OsiLP: public Ipopt::ReferencedObject {
+
+ public:
+
+ /** Default constructor.*/
+ TMINLP2OsiLP():
+ tiny_(-0.),
+ very_tiny_(-0.)
+ {}
+
+ /** Copy constructor.*/
+ TMINLP2OsiLP(const TMINLP2OsiLP & other):
+ tiny_(other.tiny_),
+ very_tiny_(other.very_tiny_),
+ model_(other.model_){
+ }
+
+ /** virtual copy constructor*/
+ virtual TMINLP2OsiLP * clone() const = 0;
+
+ void set_tols(double tiny, double very_tiny, double rhs_relax, double infty){
+ tiny_ = tiny;
+ very_tiny_ = very_tiny;
+ rhs_relax_ = rhs_relax;
+ infty_ = infty;
+ }
+
+ void set_model(Bonmin::TMINLP2TNLP * model){
+ model_ = model;
+ initialize_jac_storage();
+ }
+
+ /** Assignment operator.*/
+ TMINLP2OsiLP & operator=(const TMINLP2OsiLP& rhs){
+ if(this != & rhs){
+ tiny_ = rhs.tiny_;
+ very_tiny_ = rhs.very_tiny_;
+ model_ = rhs.model_;
+ }
+ return (*this);
+ }
+
+ /** Destructor.*/
+ ~TMINLP2OsiLP(){}
+
+ /** Build the Outer approximation of model_ in x and put it in si.*/
+ virtual void extract(OsiSolverInterface *si,
+ const double * x, bool getObj) = 0;
+
+
+/** Get OAs of nonlinear constraints in x.*/
+ virtual void get_refined_oa(OsiCuts & cs
+ ) const = 0;
+
+/** Get OAs of nonlinear constraints in x.*/
+ virtual void get_oas(OsiCuts & cs,
+ const double * x, bool getObj, bool global) const = 0;
+
+
+
+ protected:
+ /** Facilitator to clean up coefficient.*/
+ inline bool cleanNnz(double &value, double colLower, double colUpper,
+ double rowLower, double rowUpper, double colsol,
+ double & lb, double &ub, double tiny, double veryTiny) const;
+ /** If constraint coefficient is below this, we try to remove it.*/
+ double tiny_;
+ /** If constraint coefficient is below this, we neglect it.*/
+ double very_tiny_;
+ /** Amount by which to relax OA constraints RHSes*/
+ double rhs_relax_;
+ /** infinity.*/
+ double infty_;
+ /** Count the number of linear outer approximations taken.*/
+ static int nTimesCalled;
+
+ /** Cache Jacobian matrix*/
+ /** Columns of jacobian.*/
+ mutable vector<int> jCol_;
+ /** Rows of jacobian.*/
+ mutable vector<int> iRow_;
+ /** Values of jacobian.*/
+ mutable vector<double> value_;
+
+ vector<Ipopt::TNLP::LinearityType> const_types_;
+
+ void initialize_jac_storage();
+
+ Ipopt::SmartPtr<Bonmin::TMINLP2TNLP> model_;
+ };
+
+//A procedure to try to remove small coefficients in OA cuts (or make it non small
+inline
+bool
+TMINLP2OsiLP::cleanNnz(double &value, double colLower, double colUpper,
+ double rowLower, double rowUpper, double colsol,
+ double & lb, double &ub, double tiny, double veryTiny) const
+{
+ if(fabs(value)>= tiny) return 1;
+ //fprintf(stderr, "Warning: small coefficient %g\n", tiny);
+
+ if(fabs(value)<veryTiny) return 0;//Take the risk?
+
+ //try and remove
+ double infty = 1e20;
+ bool colUpBounded = colUpper < 10000;
+ bool colLoBounded = colLower > -10000;
+ bool rowNotLoBounded = rowLower <= - infty;
+ bool rowNotUpBounded = rowUpper >= infty;
+ bool pos = value > 0;
+
+ if(colLoBounded && !pos && rowNotUpBounded) {
+ lb += value * (colsol - colLower);
+ return 0;
+ }
+ else
+ if(colLoBounded && pos && rowNotLoBounded) {
+ ub += value * (colsol - colLower);
+ return 0;
+ }
+ else
+ if(colUpBounded && pos && rowNotUpBounded) {
+ lb += value * (colsol - colUpper);
+ return 0;
+ }
+ else
+ if(colUpBounded && !pos && rowNotLoBounded) {
+ ub += value * (colsol - colUpper);
+ return 0;
+ }
+ //can not remove coefficient
+ return 1;
+}
+
+
+}
+
+#endif
+