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      1 #define chkder_log10e 0.43429448190325182765
      2 #define chkder_factor 100.
      3 
      4 namespace Eigen {
      5 
      6 namespace internal {
      7 
      8 template<typename Scalar>
      9 void chkder(
     10         const Matrix< Scalar, Dynamic, 1 >  &x,
     11         const Matrix< Scalar, Dynamic, 1 >  &fvec,
     12         const Matrix< Scalar, Dynamic, Dynamic > &fjac,
     13         Matrix< Scalar, Dynamic, 1 >  &xp,
     14         const Matrix< Scalar, Dynamic, 1 >  &fvecp,
     15         int mode,
     16         Matrix< Scalar, Dynamic, 1 >  &err
     17         )
     18 {
     19     using std::sqrt;
     20     using std::abs;
     21     using std::log;
     22 
     23     typedef DenseIndex Index;
     24 
     25     const Scalar eps = sqrt(NumTraits<Scalar>::epsilon());
     26     const Scalar epsf = chkder_factor * NumTraits<Scalar>::epsilon();
     27     const Scalar epslog = chkder_log10e * log(eps);
     28     Scalar temp;
     29 
     30     const Index m = fvec.size(), n = x.size();
     31 
     32     if (mode != 2) {
     33         /* mode = 1. */
     34         xp.resize(n);
     35         for (Index j = 0; j < n; ++j) {
     36             temp = eps * abs(x[j]);
     37             if (temp == 0.)
     38                 temp = eps;
     39             xp[j] = x[j] + temp;
     40         }
     41     }
     42     else {
     43         /* mode = 2. */
     44         err.setZero(m);
     45         for (Index j = 0; j < n; ++j) {
     46             temp = abs(x[j]);
     47             if (temp == 0.)
     48                 temp = 1.;
     49             err += temp * fjac.col(j);
     50         }
     51         for (Index i = 0; i < m; ++i) {
     52             temp = 1.;
     53             if (fvec[i] != 0. && fvecp[i] != 0. && abs(fvecp[i] - fvec[i]) >= epsf * abs(fvec[i]))
     54                 temp = eps * abs((fvecp[i] - fvec[i]) / eps - err[i]) / (abs(fvec[i]) + abs(fvecp[i]));
     55             err[i] = 1.;
     56             if (temp > NumTraits<Scalar>::epsilon() && temp < eps)
     57                 err[i] = (chkder_log10e * log(temp) - epslog) / epslog;
     58             if (temp >= eps)
     59                 err[i] = 0.;
     60         }
     61     }
     62 }
     63 
     64 } // end namespace internal
     65 
     66 } // end namespace Eigen
     67