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ode_seir_flows.cpp
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68 lines (54 loc) · 2.52 KB
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/*
* Copyright (C) 2020-2026 MEmilio
*
* Authors: Daniel Abele, Martin J. Kuehn, Rene Schmieding, 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_seir/model.h"
#include "ode_seir/infection_state.h"
#include "ode_seir/parameters.h"
#include "memilio/compartments/flow_simulation.h"
#include "memilio/utils/logging.h"
#include <vector>
int main()
{
mio::set_log_level(mio::LogLevel::debug);
ScalarType t0 = 0;
ScalarType tmax = 1;
ScalarType dt = 0.001;
mio::log_info("Simulating SEIR; t={} ... {} with dt = {}.", t0, tmax, dt);
mio::oseir::Model<ScalarType> model(1);
constexpr ScalarType total_population = 10000;
model.populations[{mio::AgeGroup(0), mio::oseir::InfectionState::Exposed}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseir::InfectionState::Infected}] = 100;
model.populations[{mio::AgeGroup(0), mio::oseir::InfectionState::Recovered}] = 100;
model.populations.set_difference_from_group_total<mio::AgeGroup>(
{mio::AgeGroup(0), mio::oseir::InfectionState::Susceptible}, total_population);
model.parameters.set<mio::oseir::TimeExposed<ScalarType>>(5.2);
model.parameters.set<mio::oseir::TimeInfected<ScalarType>>(6);
model.parameters.set<mio::oseir::TransmissionProbabilityOnContact<ScalarType>>(0.04);
mio::ContactMatrixGroup<ScalarType>& contact_matrix =
model.parameters.get<mio::oseir::ContactPatterns<ScalarType>>().get_cont_freq_mat();
contact_matrix[0].get_baseline().setConstant(10);
model.check_constraints();
auto seir = mio::simulate_flows<ScalarType>(t0, tmax, dt, model);
printf("Compartments: \n");
seir[0].print_table({"S", "E", "I", "R"});
printf("Flows: \n");
seir[1].print_table({"S->E", "E->I", "I->R"});
printf("\n number total: %f\n", seir[0].get_last_value()[0] + seir[0].get_last_value()[1] +
seir[0].get_last_value()[2] + seir[0].get_last_value()[3]);
}