fixing compilation problem in numericalHessian and re-enable the unittest
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6a444b558d
commit
10b37db234
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@ -465,9 +465,10 @@ namespace gtsam {
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* @return n*n Hessian matrix computed via central differencing
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* @return n*n Hessian matrix computed via central differencing
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*/
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*/
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template<class X>
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template<class X>
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inline Matrix numericalHessian(const boost::function<double(const X&)>& f, const X& x, double delta=1e-5) {
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inline Matrix numericalHessian(boost::function<double(const X&)> f, const X& x, double delta=1e-5) {
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return numericalDerivative11<X>(
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Vector (*numGrad)(boost::function<double(const X&)>,const X&, double) = &numericalGradient<X>;
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boost::function<LieVector(const X&)>(boost::bind(numericalGradient<X>, f, _1, delta)), x, delta);
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return numericalDerivative11<X>(boost::function<Vector(const X&)>(boost::bind(
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numGrad, f, _1, delta)), x, delta);
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}
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}
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template<class X>
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template<class X>
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@ -22,43 +22,43 @@
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using namespace gtsam;
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using namespace gtsam;
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///* ************************************************************************* */
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/* ************************************************************************* */
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//double f(const LieVector& x) {
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double f(const LieVector& x) {
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// assert(x.size() == 2);
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assert(x.size() == 2);
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// return sin(x(0)) + cos(x(1));
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return sin(x(0)) + cos(x(1));
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//}
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}
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//
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///* ************************************************************************* */
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/* ************************************************************************* */
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//TEST_UNSAFE(testNumericalDerivative, numericalHessian) {
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TEST_UNSAFE(testNumericalDerivative, numericalHessian) {
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// LieVector center(2, 1.0, 1.0);
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LieVector center(2, 1.0, 1.0);
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//
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// Matrix expected = Matrix_(2,2,
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Matrix expected = Matrix_(2,2,
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// -sin(center(0)), 0.0,
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-sin(center(0)), 0.0,
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// 0.0, -cos(center(1)));
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0.0, -cos(center(1)));
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//
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// Matrix actual = numericalHessian(f, center);
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Matrix actual = numericalHessian(f, center);
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//
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// EXPECT(assert_equal(expected, actual, 1e-5));
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EXPECT(assert_equal(expected, actual, 1e-5));
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//}
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}
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//
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///* ************************************************************************* */
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/* ************************************************************************* */
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//double f2(const LieVector& x) {
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double f2(const LieVector& x) {
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// assert(x.size() == 2);
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assert(x.size() == 2);
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// return sin(x(0)) * cos(x(1));
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return sin(x(0)) * cos(x(1));
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//}
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}
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//
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///* ************************************************************************* */
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/* ************************************************************************* */
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//TEST_UNSAFE(testNumericalDerivative, numericalHessian2) {
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TEST_UNSAFE(testNumericalDerivative, numericalHessian2) {
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// LieVector center(2, 0.5, 1.0);
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LieVector center(2, 0.5, 1.0);
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//
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// Matrix expected = Matrix_(2,2,
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Matrix expected = Matrix_(2,2,
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// -cos(center(1))*sin(center(0)), -sin(center(1))*cos(center(0)),
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-cos(center(1))*sin(center(0)), -sin(center(1))*cos(center(0)),
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// -cos(center(0))*sin(center(1)), -sin(center(0))*cos(center(1)));
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-cos(center(0))*sin(center(1)), -sin(center(0))*cos(center(1)));
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//
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// Matrix actual = numericalHessian(f2, center);
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Matrix actual = numericalHessian(f2, center);
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//
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// EXPECT(assert_equal(expected, actual, 1e-5));
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EXPECT(assert_equal(expected, actual, 1e-5));
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//}
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}
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/* ************************************************************************* */
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/* ************************************************************************* */
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int main() { TestResult tr; return TestRegistry::runAllTests(tr); }
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int main() { TestResult tr; return TestRegistry::runAllTests(tr); }
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