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Added ForwardBlock operator* for scalars.
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@ -242,7 +242,17 @@ namespace AutoDiff
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V val_;
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std::vector<M> jac_;
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};
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template <typename Sclr>
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friend
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ForwardBlock<Sclr> operator*(const ForwardBlock<Sclr> &lhs,
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const Sclr &rhs);
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template <typename Sclr>
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friend
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ForwardBlock<Sclr> operator*(const Sclr &lhs,
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const ForwardBlock<Sclr> &rhs);
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};
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template <class Ostream, typename Scalar>
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@ -333,6 +343,41 @@ namespace AutoDiff
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}
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/**
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* @brief Operator for multiplication with a scalar on the right-hand side
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*
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* @param lhs The left-hand side AD forward block
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* @param rhs The scalar to multiply with
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* @return The product
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*/
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template <typename Scalar>
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ForwardBlock<Scalar> operator*(const ForwardBlock<Scalar> &lhs,
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const Scalar &rhs)
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{
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std::vector< Eigen::SparseMatrix<Scalar> > jac = lhs.jac_;
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for (int block=0; block<lhs.numBlocks(); block++) {
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jac[block] = lhs.jac_[block] * rhs;
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}
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auto val = lhs.val_ * rhs;
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return ForwardBlock<Scalar>::function(val, jac);
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}
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/**
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* @brief Operator for multiplication with a scalar on the left-hand side
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*
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* @param lhs The scalar to multiply with
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* @param rhs The right-hand side AD forward block
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* @return The product
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*/
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template <typename Scalar>
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ForwardBlock<Scalar> operator*(const Scalar &lhs,
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const ForwardBlock<Scalar> &rhs)
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{
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return rhs * lhs; // Commutative operation.
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}
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} // namespace Autodiff
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@ -1,53 +1,65 @@
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/*
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Copyright 2013 SINTEF ICT, Applied Mathematics.
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This file is part of the Open Porous Media project (OPM).
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OPM is free software: you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation, either version 3 of the License, or
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(at your option) any later version.
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OPM is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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You should have received a copy of the GNU General Public License
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along with OPM. If not, see <http://www.gnu.org/licenses/>.
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*/
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#include <config.h>
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#if HAVE_DYNAMIC_BOOST_TEST
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#define BOOST_TEST_DYN_LINK
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#endif
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#define BOOST_TEST_MODULE ScalarMultTest
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#define BOOST_TEST_MODULE AutoDiffBlockTest
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#include <opm/autodiff/AutoDiff.hpp>
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#include <opm/autodiff/AutoDiffBlock.hpp>
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#include <cmath>
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#include <boost/test/unit_test.hpp>
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#include <iostream>
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#include <Eigen/Eigen>
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#include <Eigen/Sparse>
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BOOST_AUTO_TEST_CASE(ScalarMultiplication)
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{
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typedef AutoDiff::ForwardBlock<double> ADB;
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std::vector<int> blocksizes = { 3, 1, 2 };
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std::cout << "er her" << std::endl;
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ADB::V vx(3);
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vx << 1.0, 2.0, 10.0;
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enum { FirstVar = 0, SecondVar = 1, ThirdVar = 2 };
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typedef AutoDiff::Forward<double> AdFW;
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ADB x = ADB::variable(FirstVar, vx, blocksizes);
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const double atol = 1.0e-14;
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ADB::V const_vector(3);
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const_vector << 3.14, 3.14, 3.14;
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// std::cout << "const_vector:\n" << const_vector << std::endl;
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const ADB x2 = x * const_vector;
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const ADB x3 = const_vector * x;
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BOOST_CHECK_EQUAL( x2.value().cwiseNotEqual( x3.value() ).count(), 0 );
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AdFW a = AdFW::variable(0.0);
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AdFW b = AdFW::variable(1.0);
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// The new operator:
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AdFW two_a = a + a;
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BOOST_CHECK_CLOSE(two_a.val(), 2*a.val(), atol);
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BOOST_CHECK_CLOSE(two_a.der(), 2*a.der(), atol);
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const ADB y2 = x * 3.14;
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BOOST_CHECK_EQUAL( x2.value().cwiseNotEqual( y2.value() ).count(), 0 );
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double av = a.val();
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double ad = a.der();
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a += b;
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BOOST_CHECK_CLOSE(a.val(), av + b.val(), atol);
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BOOST_CHECK_CLOSE(a.der(), ad + b.der(), atol);
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av = a.val();
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ad = a.der();
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a += 1;
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BOOST_CHECK_CLOSE(a.val(), av + 1, atol);
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BOOST_CHECK_CLOSE(a.der(), ad , atol);
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AdFW bpo = b + 1; // b plus one
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BOOST_CHECK_CLOSE(bpo.val(), b.val() + 1, atol);
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BOOST_CHECK_CLOSE(bpo.der(), b.der() , atol);
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AdFW opb = 1 + b; // one plus b
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BOOST_CHECK_CLOSE(opb.val(), b.val() + 1, atol);
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BOOST_CHECK_CLOSE(opb.der(), b.der() , atol);
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const ADB y3 = 3.14 * x;
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BOOST_CHECK_EQUAL( x3.value().cwiseNotEqual( y3.value() ).count(), 0 );
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}
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