LSSTApplications  20.0.0
LSSTDataManagementBasePackage
PolynomialFunction2d.cc
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1 // -*- LSST-C++ -*-
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22 
23 #include <vector>
24 
28 
29 
30 namespace lsst { namespace geom { namespace polynomials {
31 
32 namespace {
33 
34 Eigen::VectorXd computePowers(double x, int n) {
35  Eigen::VectorXd r(n + 1);
36  r[0] = 1.0;
37  for (int i = 1; i <= n; ++i) {
38  r[i] = r[i - 1]*x;
39  }
40  return r;
41 }
42 
43 } // anonymous
44 
45 
46 template <PackingOrder packing>
48  auto const & basis = f.getBasis();
49  std::vector<SafeSum<double>> sums(basis.size());
50  std::size_t const n = basis.getOrder();
51  auto rPow = computePowers(basis.getScaling().getX().getScale(), n);
52  auto sPow = computePowers(basis.getScaling().getY().getScale(), n);
53  auto uPow = computePowers(basis.getScaling().getX().getShift(), n);
54  auto vPow = computePowers(basis.getScaling().getY().getShift(), n);
55  BinomialMatrix binomial(basis.getNested().getOrder());
56  for (auto const & i : basis.getIndices()) {
57  for (std::size_t j = 0; j <= i.nx; ++j) {
58  double tmp = binomial(i.nx, j)*uPow[j] *
59  f[i.flat]*rPow[i.nx]*sPow[i.ny];
60  for (std::size_t k = 0; k <= i.ny; ++k) {
61  sums[basis.index(i.nx - j, i.ny - k)] +=
62  binomial(i.ny, k)*vPow[k]*tmp;
63  }
64  }
65  }
66  Eigen::VectorXd result = Eigen::VectorXd::Zero(basis.size());
67  for (std::size_t i = 0; i < basis.size(); ++i) {
68  result[i] = static_cast<double>(sums[i]);
69  }
70  return makeFunction2d(basis.getNested(), result);
71 }
72 
75 );
78 );
79 
80 }}} // namespace lsst::geom::polynomials
lsst::geom::polynomials::Function2d::getBasis
Basis const & getBasis() const
Return the associated Basis2d object.
Definition: Function2d.h:101
lsst::geom::polynomials::BinomialMatrix
A class that computes binomial coefficients up to a certain power.
Definition: BinomialMatrix.h:45
SafeSum.h
std::vector
STL class.
lsst::geom::polynomials::makeFunction2d
Function2d< Basis > makeFunction2d(Basis const &basis, Eigen::VectorXd const &coefficients)
Create a Function2d of the appropriate type from a Basis2d and an Eigen object containing coefficient...
Definition: Function2d.h:155
PolynomialFunction2d.h
lsst::geom::polynomials::simplified
PolynomialFunction1d simplified(ScaledPolynomialFunction1d const &f)
Calculate the standard polynomial function that is equivalent to a scaled standard polynomial functio...
Definition: PolynomialFunction1d.cc:32
x
double x
Definition: ChebyshevBoundedField.cc:277
basis
table::Key< table::Array< double > > basis
Definition: PsfexPsf.cc:361
result
py::object result
Definition: _schema.cc:429
lsst
A base class for image defects.
Definition: imageAlgorithm.dox:1
lsst::geom
Definition: geomOperators.dox:4
lsst::meas::astrom::detail::computePowers
void computePowers(Eigen::VectorXd &r, double x)
Fill an array with integer powers of x, so .
Definition: polynomialUtils.cc:33
std::size_t
lsst::geom::polynomials::Function2d
A 2-d function defined by a series expansion and its coefficients.
Definition: Function2d.h:42
BinomialMatrix.h