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Added final constrants check to solveLP to filter out flating-point numeric issues.
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@@ -90,7 +90,7 @@ static void swap_columns(Mat_<double>& A,int col1,int col2);
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#define SWAP(type,a,b) {type tmp=(a);(a)=(b);(b)=tmp;}
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//return codes:-2 (no_sol - unbdd),-1(no_sol - unfsbl), 0(single_sol), 1(multiple_sol=>least_l2_norm)
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int solveLP(const Mat& Func, const Mat& Constr, Mat& z){
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int solveLP(const Mat& Func, const Mat& Constr, Mat& z, double constr_eps){
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dprintf(("call to solveLP\n"));
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//sanity check (size, type, no. of channels)
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@@ -140,9 +140,24 @@ int solveLP(const Mat& Func, const Mat& Constr, Mat& z){
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}
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}
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//check constraints feasibility
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Mat prod = Constr(Rect(0, 0, Constr.cols - 1, Constr.rows)) * z;
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Mat constr_check = Constr.col(Constr.cols - 1) - prod;
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double min_value = 0.0;
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minMaxIdx(constr_check, &min_value);
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if (min_value < -constr_eps)
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{
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return SOLVELP_LOST;
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}
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return res;
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}
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CV_EXPORTS_W int solveLP(const Mat& Func, const Mat& Constr, Mat& z)
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{
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return solveLP(Func, Constr, z, 1e-12);
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}
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static int initialize_simplex(Mat_<double>& c, Mat_<double>& b,double& v,vector<int>& N,vector<int>& B,vector<unsigned int>& indexToRow){
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N.resize(c.cols);
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N[0]=0;
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@@ -255,7 +270,7 @@ static int inner_simplex(Mat_<double>& c, Mat_<double>& b,double& v,vector<int>&
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dprintf(("iteration #%d\n",count));
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count++;
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static MatIterator_<double> pos_ptr;
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MatIterator_<double> pos_ptr;
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int e=-1,pos_ctr=0,min_var=INT_MAX;
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bool all_nonzero=true;
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for(pos_ptr=c.begin();pos_ptr!=c.end();pos_ptr++,pos_ctr++){
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