derivative of hessian w.r.t. params.
parent
424849830c
commit
673bf79a5e
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@ -2656,6 +2656,20 @@ DynamicModel::computeParamsDerivatives()
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continue;
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continue;
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jacobian_params_derivatives[make_pair(eq, make_pair(var, param))] = d2;
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jacobian_params_derivatives[make_pair(eq, make_pair(var, param))] = d2;
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}
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}
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for (second_derivatives_type::const_iterator it2 = second_derivatives.begin();
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it2 != second_derivatives.end(); it2++)
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{
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int eq = it2->first.first;
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int var1 = it2->first.second.first;
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int var2 = it2->first.second.second;
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NodeID d1 = it2->second;
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NodeID d2 = d1->getDerivative(param);
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if (d2 == Zero)
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continue;
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hessian_params_derivatives[make_pair(eq, make_pair(var1, make_pair(var2, param)))] = d2;
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}
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}
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}
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}
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}
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@ -2678,7 +2692,8 @@ void
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DynamicModel::writeParamsDerivativesFile(const string &basename) const
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DynamicModel::writeParamsDerivativesFile(const string &basename) const
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{
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{
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if (!residuals_params_derivatives.size()
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if (!residuals_params_derivatives.size()
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&& !jacobian_params_derivatives.size())
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&& !jacobian_params_derivatives.size()
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&& !hessian_params_derivatives.size())
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return;
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return;
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string filename = basename + "_params_derivs.m";
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string filename = basename + "_params_derivs.m";
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@ -2735,6 +2750,29 @@ DynamicModel::writeParamsDerivativesFile(const string &basename) const
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paramsDerivsFile << ";" << endl;
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paramsDerivsFile << ";" << endl;
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}
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}
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// Write hessian derivatives
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paramsDerivsFile << "gp = zeros(" << equation_number() << ", " << dynJacobianColsNbr << ", "
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<< dynJacobianColsNbr << ", " << symbol_table.param_nbr() << ");" << endl;
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for (third_derivatives_type::const_iterator it = hessian_params_derivatives.begin();
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it != hessian_params_derivatives.end(); it++)
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{
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int eq = it->first.first;
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int var1 = it->first.second.first;
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int var2 = it->first.second.second.first;
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int param = it->first.second.second.second;
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NodeID d2 = it->second;
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int var1_col = getDynJacobianCol(var1) + 1;
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int var2_col = getDynJacobianCol(var2) + 1;
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int param_col = symbol_table.getTypeSpecificID(getSymbIDByDerivID(param)) + 1;
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paramsDerivsFile << "hp(" << eq+1 << ", " << var1_col << ", " << var2_col << ", " << param_col << ") = ";
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d2->writeOutput(paramsDerivsFile, oMatlabDynamicModel, params_derivs_temporary_terms);
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paramsDerivsFile << ";" << endl;
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}
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paramsDerivsFile.close();
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paramsDerivsFile.close();
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}
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}
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@ -71,6 +71,13 @@ private:
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*/
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*/
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second_derivatives_type jacobian_params_derivatives;
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second_derivatives_type jacobian_params_derivatives;
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//! Derivatives of the hessian w.r. to parameters
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/*! First index is equation number, first and second are endo/exo/exo_det variable, and third is parameter.
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Only non-null derivatives are stored in the map.
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Variable and parameter indices are those of the getDerivID() method.
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*/
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third_derivatives_type hessian_params_derivatives;
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//! Temporary terms for the file containing parameters dervicatives
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//! Temporary terms for the file containing parameters dervicatives
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temporary_terms_type params_derivs_temporary_terms;
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temporary_terms_type params_derivs_temporary_terms;
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