Merged branch 'dev_native' into lm_sla_supports_auto
Added igl library files
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commit
7681d00ee5
2865 changed files with 142806 additions and 22325 deletions
35
src/igl/pinv.cpp
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35
src/igl/pinv.cpp
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#include "pinv.h"
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#include <limits>
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#include <cmath>
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template <typename DerivedA, typename DerivedX>
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void igl::pinv(
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const Eigen::MatrixBase<DerivedA> & A,
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typename DerivedA::Scalar tol,
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Eigen::PlainObjectBase<DerivedX> & X)
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{
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Eigen::JacobiSVD<DerivedA> svd(A, Eigen::ComputeFullU | Eigen::ComputeFullV );
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typedef typename DerivedA::Scalar Scalar;
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const Eigen::Matrix<Scalar,Eigen::Dynamic,Eigen::Dynamic> & U = svd.matrixU();
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const Eigen::Matrix<Scalar,Eigen::Dynamic,Eigen::Dynamic> & V = svd.matrixV();
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const Eigen::Matrix<Scalar,Eigen::Dynamic,1> & S = svd.singularValues();
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if(tol < 0)
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{
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const Scalar smax = S.array().abs().maxCoeff();
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tol =
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(Scalar)(std::max(A.rows(),A.cols())) *
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(smax-std::nextafter(smax,std::numeric_limits<Scalar>::epsilon()));
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}
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const int rank = (S.array()>0).count();
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X = (V.leftCols(rank).array().rowwise() *
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(1.0/S.head(rank).array()).transpose()).matrix()*
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U.leftCols(rank).transpose();
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}
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template <typename DerivedA, typename DerivedX>
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void igl::pinv(
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const Eigen::MatrixBase<DerivedA> & A,
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Eigen::PlainObjectBase<DerivedX> & X)
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{
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return pinv(A,-1,X);
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}
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