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ode_seirdb.cpp
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71 lines (60 loc) · 3.15 KB
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/*
* Copyright (C) 2020-2026 MEmilio
*
* Authors: Henrik Zunker
*
* Contact: Martin J. Kuehn <[email protected]>
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include "ode_seirdb/model.h"
#include "ode_seirdb/infection_state.h"
#include "ode_seirdb/parameters.h"
#include "memilio/compartments/simulation.h"
#include "memilio/utils/logging.h"
#include "memilio/utils/time_series.h"
int main()
{
mio::set_log_level(mio::LogLevel::debug);
ScalarType t0 = 0;
ScalarType tmax = 30.;
ScalarType dt = 1.0;
mio::log_info("Simulating ODE SEIRDB; t={} ... {} with dt = {}.", t0, tmax, dt);
mio::oseirdb::Model<ScalarType> model(1);
ScalarType total_population = 10000;
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Exposed}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Infected}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Recovered}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Dead}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Buried}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Susceptible}] =
total_population - model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Exposed}] -
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Infected}] -
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Recovered}] -
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Dead}] -
model.populations[{mio::AgeGroup(0), mio::oseirdb::InfectionState::Buried}];
model.parameters.set<mio::oseirdb::TimeExposed<ScalarType>>(5.2);
model.parameters.set<mio::oseirdb::TimeInfected<ScalarType>>(6.0);
model.parameters.set<mio::oseirdb::TimeToBurial<ScalarType>>(5.5);
model.parameters.set<mio::oseirdb::TransmissionProbabilityOnContact<ScalarType>>(0.1);
model.parameters.set<mio::oseirdb::TransmissionProbabilityFromDead<ScalarType>>(0.01);
model.parameters.set<mio::oseirdb::ProbabilityToRecover<ScalarType>>(0.75);
mio::ContactMatrixGroup<ScalarType>& contact_matrix =
model.parameters.get<mio::oseirdb::ContactPatterns<ScalarType>>();
contact_matrix[0].get_baseline().setConstant(2.7);
contact_matrix[0].add_damping(0.7, mio::SimulationTime<ScalarType>(10.));
model.check_constraints();
auto result = mio::simulate<ScalarType>(t0, tmax, dt, model);
result.print_table({"S", "E", "I", "R", "D", "B"});
std::cout << "\nnumber total: " << result.get_last_value().sum() << "\n";
}