7 #include "cantera/numerics/eigen_dense.h" 14 double polyfit(
size_t n,
size_t deg,
const double* xp,
const double* yp,
15 const double* wp,
double* pp)
17 ConstMappedVector x(xp, n);
18 Eigen::VectorXd y = ConstMappedVector(yp, n);
19 MappedVector p(pp, deg+1);
22 throw CanteraError(
"polyfit",
"Polynomial degree ({}) must be less " 23 "than number of input data points ({})", deg, n);
28 Eigen::MatrixXd A(n, deg+1);
29 A.col(0).setConstant(1.0);
34 for (
size_t i = 1; i < deg; i++) {
35 A.col(i+1) = A.col(i).array() * x.array();
38 if (wp !=
nullptr && wp[0] > 0) {
41 Eigen::VectorXd w = ConstMappedVector(wp, n).cwiseSqrt().eval();
44 A = w.asDiagonal() * A;
45 y.array() *= w.array();
49 p = A.colPivHouseholderQr().solve(y);
53 return (A*p - y).eval().norm() / sqrt(n);
This file contains definitions for utility functions and text for modules, inputfiles, logs, textlogs, (see Input File Handling, Diagnostic Output, and Writing messages to the screen).
Base class for exceptions thrown by Cantera classes.
Namespace for the Cantera kernel.
double polyfit(size_t n, size_t deg, const double *xp, const double *yp, const double *wp, double *pp)
Fits a polynomial function to a set of data points.
Definitions for the classes that are thrown when Cantera experiences an error condition (also contain...