public static void main(final String[] args) {
Config config;
if (args.length == 0) {
config = ConfigUtils.loadConfig("examples/equil/config.xml");
} else {
config = ConfigUtils.loadConfig(args[0]);
}
int lastStrategyIdx = config.strategy().getStrategySettings().size();
StrategySettings stratSets =
new StrategySettings(Id.create(lastStrategyIdx + 1, StrategySettings.class));
stratSets.setStrategyName("doSomethingSpecial");
stratSets.setWeight(0.1);
config.strategy().addStrategySettings(stratSets);
final Controler controler = new Controler(config);
controler.addOverridingModule(
new AbstractModule() {
@Override
public void install() {
addPlanStrategyBinding("doSomethingSpecial").toProvider(MyPlanStrategyFactory.class);
}
});
controler.run();
}
private void createConfig() {
Config config = sc.getConfig();
config.controler().setOutputDirectory(outputDir + "/output/" + congestionImpl);
config.controler().setFirstIteration(0);
config.controler().setLastIteration(20);
config.controler().setWriteEventsInterval(10);
config.controler().setMobsim("qsim");
config.controler().setOverwriteFileSetting(OverwriteFileSetting.deleteDirectoryIfExists);
config.qsim().setEndTime(9 * 3600.);
StrategySettings reRoute = new StrategySettings(ConfigUtils.createAvailableStrategyId(config));
reRoute.setStrategyName(DefaultPlanStrategiesModule.DefaultStrategy.ReRoute.name());
reRoute.setWeight(0.10);
config.strategy().addStrategySettings(reRoute);
config.strategy().setFractionOfIterationsToDisableInnovation(0.7);
StrategySettings changeExpBeta =
new StrategySettings(ConfigUtils.createAvailableStrategyId(config));
changeExpBeta.setStrategyName("ChangeExpBeta");
changeExpBeta.setWeight(0.9);
config.strategy().addStrategySettings(changeExpBeta);
ActivityParams o1 = new ActivityParams("o1");
ActivityParams o2 = new ActivityParams("o2");
ActivityParams d1 = new ActivityParams("d1");
ActivityParams d2 = new ActivityParams("d2");
o1.setTypicalDuration(8 * 3600);
o2.setTypicalDuration(8 * 3600);
d1.setTypicalDuration(8 * 3600);
d2.setTypicalDuration(8 * 3600);
config.planCalcScore().addActivityParams(o1);
config.planCalcScore().addActivityParams(o2);
config.planCalcScore().addActivityParams(d1);
config.planCalcScore().addActivityParams(d2);
new ConfigWriter(config).write(outputDir + "/input/input_config.xml.gz");
}
public static void main(String[] args) {
Config config = new Config();
config.addCoreModules();
Controler controler = new Controler(config);
// controler settings
controler
.getConfig()
.controler()
.setOverwriteFileSetting(
true
? OutputDirectoryHierarchy.OverwriteFileSetting.overwriteExistingFiles
: OutputDirectoryHierarchy.OverwriteFileSetting.failIfDirectoryExists);
controler.getConfig().controler().setCreateGraphs(false);
// controlerConfigGroup
ControlerConfigGroup ccg = controler.getConfig().controler();
ccg.setOutputDirectory(outputPath);
ccg.setFirstIteration(0);
ccg.setLastIteration(0);
ccg.setMobsim("qsim");
Set set = new HashSet();
set.add(EventsFileFormat.xml);
ccg.setEventsFileFormats(set);
// ccg.setRunId("321");
// qsimConfigGroup
QSimConfigGroup qcg = controler.getConfig().qsim();
qcg.setStartTime(0 * 3600.);
qcg.setEndTime(30 * 3600.);
qcg.setFlowCapFactor(0.1);
qcg.setStorageCapFactor(0.3);
// qcg.setFlowCapFactor(0.01);
// qcg.setStorageCapFactor(0.03);
qcg.setNumberOfThreads(1);
qcg.setRemoveStuckVehicles(false);
qcg.setStuckTime(10.0);
// planCalcScoreConfigGroup
PlanCalcScoreConfigGroup pcs = controler.getConfig().planCalcScore();
Set<String> activities = new HashSet<String>();
activities.add("unknown");
activities.add("work");
activities.add("pickup");
activities.add("with adult");
activities.add("other");
activities.add("pvWork");
activities.add("pvHome");
activities.add("gvHome");
activities.add("education");
activities.add("business");
activities.add("shopping");
activities.add("private");
activities.add("leisure");
activities.add("sports");
activities.add("home");
activities.add("friends");
for (String activity : activities) {
ActivityParams params = new ActivityParams(activity);
params.setTypicalDuration(30 * 3600);
pcs.addActivityParams(params);
}
// strategy
StrategyConfigGroup scg = controler.getConfig().strategy();
StrategySettings strategySettings =
new StrategySettings(Id.create("1", StrategySettings.class));
strategySettings.setStrategyName("ChangeExpBeta");
strategySettings.setWeight(1.0);
scg.addStrategySettings(strategySettings);
// network
NetworkConfigGroup ncg = controler.getConfig().network();
ncg.setInputFile(networkFile);
// plans
PlansConfigGroup pcg = controler.getConfig().plans();
pcg.setInputFile(plansFile);
// define emission tool input files
EmissionsConfigGroup ecg = new EmissionsConfigGroup();
controler.getConfig().addModule(ecg);
ecg.setEmissionRoadTypeMappingFile(roadTypeMappingFile);
ecg.setEmissionVehicleFile(emissionVehicleFile);
ecg.setAverageWarmEmissionFactorsFile(averageFleetWarmEmissionFactorsFile);
ecg.setAverageColdEmissionFactorsFile(averageFleetColdEmissionFactorsFile);
ecg.setUsingDetailedEmissionCalculation(isUsingDetailedEmissionCalculation);
ecg.setDetailedWarmEmissionFactorsFile(detailedWarmEmissionFactorsFile);
ecg.setDetailedColdEmissionFactorsFile(detailedColdEmissionFactorsFile);
// TODO: the following does not work yet. Need to force controler to always write events in the
// last iteration.
VspExperimentalConfigGroup vcg = controler.getConfig().vspExperimental();
vcg.setWritingOutputEvents(false);
controler.addControlerListener(new EmissionControlerListener());
controler.run();
}
public static void main(String[] args) {
// loading and modifying the config:
Config config;
if (args.length > 0) {
config = ConfigUtils.loadConfig(args[0]);
} else {
throw new RuntimeException("needs argument config.xml");
}
// request FEATHERS2 as a PlanStrategy (it is added to the controler further below):
StrategySettings stratSets =
new StrategySettings(ConfigUtils.createAvailableStrategyId(config));
stratSets.setStrategyName(FEATHERS2);
stratSets.setWeight(0.1);
config.strategy().addStrategySettings(stratSets);
// loading the scenario:
final Scenario scenario = ScenarioUtils.loadScenario(config);
// loading and modifying the controler:
final Controler ctrl = new Controler(scenario);
// generate the FEATHERS adapter class:
final FeathersModule feathers2 = new FeathersModule();
// make it an events handler (so it can listen to events; a different solution may be desired
// here)
ctrl.getEvents().addHandler(feathers2);
// add it as a PlanStrategy:
final javax.inject.Provider<PlanStrategy> planStrategyFactory =
new javax.inject.Provider<PlanStrategy>() {
@Override
public PlanStrategy get() {
PlanSelector<Plan, Person> planSelector = new RandomPlanSelector<>();
PlanStrategyImpl.Builder builder = new PlanStrategyImpl.Builder(planSelector);
PlanStrategyModule module =
new PlanStrategyModule() {
@Override
public void prepareReplanning(ReplanningContext replanningContext) {}
@Override
public void handlePlan(Plan plan) {
// the following should (test!!!) only retain the plan we are looking at:
Person person = scenario.getPopulation().getPersons().get(plan.getPerson());
List<Plan> planToKeep = new ArrayList<>();
planToKeep.add(plan);
person.getPlans().retainAll(planToKeep);
PopulationFactory pf = scenario.getPopulation().getFactory();
// modify plan by feathers:
plan = feathers2.createPlan(plan.getPerson(), pf);
}
@Override
public void finishReplanning() {}
};
builder.addStrategyModule(module);
return builder.build();
}
};
ctrl.addOverridingModule(
new AbstractModule() {
@Override
public void install() {
addPlanStrategyBinding(FEATHERS2).toProvider(planStrategyFactory);
}
});
// running the controler:
ctrl.run();
}
/**
* Setting up the MATSim {@link Config} so that it runs 20 iterations for a commercial vehicle
* population.
*
* @param folder the specific folder to which the output will be written. Also, it assumes the
* following files are available as input in the folder:
* <ul>
* <li>{@code population.xml.gz} of commercial vehicles, each person with a plan. Only
* activity locations are required. The {@link Leg}s are allowed to take {@code
* commercial} as mode.
* <li>{@code populationAttributes.xml.gz} indicating which individuals are part of the
* <i>commercial vehicle</i> subpopulation. For that the only attribute required, namely
* {@code subpopulation}, needs to be set as {@code commercial}.
* </ul>
*
* @param machine the computer on which the run is executed. This just sets up the number of
* threads without having to hard code it in the class. The following values are currently
* supported:
* <ul>
* <li>{@code HOBBES} using 40 threads;
* <li>{@code MAC_MINI} the machine in Engineering 2, Room 3-13.1, a dual core i7 using 4
* threads;
* <li>{@code MACBOOK_PRO} is Johan W. Joubert's laptop, a dual core i5 using 4 threads.
* </ul>
*
* @return
*/
public static Config setupConfig(String folder, Machine machine) {
Config config = ConfigUtils.createConfig();
/* Set global settings. */
config.global().setNumberOfThreads(machine.getThreads());
config.global().setCoordinateSystem("WGS84_SA_Albers");
/* Set files and folders. */
config.controler().setOutputDirectory(folder + "output/");
config.controler().setFirstIteration(0);
config.controler().setLastIteration(100);
config.controler().setWriteEventsInterval(20);
/* Network. */
config.network().setInputFile(folder + "network.xml.gz");
/* Population */
config.plans().setInputFile(folder + "population.xml.gz");
config.plans().setInputPersonAttributeFile(folder + "populationAttributes.xml.gz");
config
.plans()
.setActivityDurationInterpretation(
PlansConfigGroup.ActivityDurationInterpretation.tryEndTimeThenDuration);
/* Facilities */
config.facilities().setInputFile(folder + "facilities.xml.gz");
/* QSim */
config.qsim().setNumberOfThreads(machine.getThreads());
String[] modes = {"car", "commercial"};
config.qsim().setMainModes(Arrays.asList(modes));
config.plansCalcRoute().setNetworkModes(Arrays.asList(modes));
/* PlanCalcScore */
ActivityParams major = new ActivityParams("major");
major.setTypicalDuration(10 * 3600);
config.planCalcScore().addActivityParams(major);
ActivityParams minor = new ActivityParams("minor");
minor.setTypicalDuration(1880);
config.planCalcScore().addActivityParams(minor);
/* Generic strategy */
StrategySettings changeExpBetaStrategySettings =
new StrategySettings(ConfigUtils.createAvailableStrategyId(config));
changeExpBetaStrategySettings.setStrategyName(
DefaultPlanStrategiesModule.DefaultSelector.ChangeExpBeta.toString());
changeExpBetaStrategySettings.setWeight(0.8);
config.strategy().addStrategySettings(changeExpBetaStrategySettings);
/* Subpopulation strategy. */
StrategySettings commercialStrategy =
new StrategySettings(ConfigUtils.createAvailableStrategyId(config));
commercialStrategy.setStrategyName(
DefaultPlanStrategiesModule.DefaultSelector.ChangeExpBeta.toString());
commercialStrategy.setWeight(0.85);
commercialStrategy.setSubpopulation("commercial");
config.strategy().addStrategySettings(commercialStrategy);
/* Subpopulation ReRoute. Switch off after a time. */
StrategySettings commercialReRoute =
new StrategySettings(ConfigUtils.createAvailableStrategyId(config));
commercialReRoute.setStrategyName(DefaultPlanStrategiesModule.DefaultStrategy.ReRoute.name());
commercialReRoute.setWeight(0.15);
commercialReRoute.setSubpopulation("commercial");
commercialReRoute.setDisableAfter(85);
config.strategy().addStrategySettings(commercialReRoute);
return config;
}
public void configRun() {
Collection<String> mainModes = Arrays.asList("car", "motorbike", "bike");
config.plans().setInputFile("../../../repos/runs-svn/patnaIndia/inputs/selectedPlansOnly.xml");
config.network().setInputFile("../../../repos/runs-svn/patnaIndia/inputs/networkUniModal.xml");
config
.counts()
.setCountsFileName(
"../../../repos/runs-svn/patnaIndia/inputs/counts/countsCarMotorbikeBike.xml");
config.counts().setOutputFormat("all");
config.counts().setWriteCountsInterval(100);
config.counts().setCountsScaleFactor(94.52);
// ===
// VehiclesConfigGroup vehiclesCnfGrp = new VehiclesConfigGroup();
// vehiclesCnfGrp.setInputFile(outputDir+"/vehiclesPatna.xml");
// vehiclesCnfGrp.setMainModes(mainModes);
// config.addModule(vehiclesCnfGrp);
// ===
config.controler().setFirstIteration(0);
config.controler().setLastIteration(200);
config.controler().setMobsim("qsim");
config.controler().setWriteEventsInterval(100);
config.controler().setWritePlansInterval(100);
config.controler().setWriteSnapshotsInterval(100);
config.controler().setSnapshotFormat(Arrays.asList("otfvis"));
config.qsim().setFlowCapFactor(0.011); // 1.06% sample
config.qsim().setStorageCapFactor(0.033);
config.qsim().setSnapshotPeriod(5 * 60);
config.qsim().setEndTime(36 * 3600);
config.qsim().setLinkDynamics(LinkDynamics.PassingQ.toString());
config.qsim().setMainModes(mainModes);
config.setParam("TimeAllocationMutator", "mutationAffectsDuration", "false");
config.setParam("TimeAllocationMutator", "mutationRange", "7200.0");
StrategySettings expChangeBeta = new StrategySettings(Id.create("1", StrategySettings.class));
expChangeBeta.setStrategyName("ChangeExpBeta");
expChangeBeta.setWeight(0.9);
StrategySettings reRoute = new StrategySettings(Id.create("2", StrategySettings.class));
reRoute.setStrategyName("ReRoute");
reRoute.setWeight(0.1);
// StrategySettings modeChoice = new StrategySettings(Id.create("4",StrategySettings.class));
// modeChoice.setModuleName("ChangeLegMode");
// modeChoice.setProbability(0.05);
StrategySettings timeAllocationMutator =
new StrategySettings(Id.create("3", StrategySettings.class));
timeAllocationMutator.setStrategyName("TimeAllocationMutator");
timeAllocationMutator.setWeight(0.05);
// config.setParam("changeLegMode", "modes", "car,bike,motorbike,pt,walk");
config.strategy().setMaxAgentPlanMemorySize(5);
config.strategy().addStrategySettings(expChangeBeta);
config.strategy().addStrategySettings(reRoute);
// config.strategy().addStrategySettings(modeChoice);
config.strategy().addStrategySettings(timeAllocationMutator);
config.strategy().setFractionOfIterationsToDisableInnovation(0.8);
// vsp default
config.plans().setRemovingUnneccessaryPlanAttributes(true);
config.vspExperimental().addParam("vspDefaultsCheckingLevel", "abort");
// vsp default
ActivityParams workAct = new ActivityParams("work");
workAct.setTypicalDuration(8 * 3600);
config.planCalcScore().addActivityParams(workAct);
ActivityParams homeAct = new ActivityParams("home");
homeAct.setTypicalDuration(12 * 3600);
config.planCalcScore().addActivityParams(homeAct);
config.planCalcScore().setMarginalUtlOfWaiting_utils_hr(0); // changed to 0 from (-2) earlier
config.planCalcScore().setPerforming_utils_hr(6.0);
config
.planCalcScore()
.getModes()
.get(TransportMode.car)
.setMarginalUtilityOfTraveling((double) 0);
config
.planCalcScore()
.getModes()
.get(TransportMode.bike)
.setMarginalUtilityOfTraveling((double) 0);
config
.planCalcScore()
.getModes()
.get(TransportMode.other)
.setMarginalUtilityOfTraveling((double) 0);
config
.planCalcScore()
.getModes()
.get(TransportMode.pt)
.setMarginalUtilityOfTraveling((double) 0);
config
.planCalcScore()
.getModes()
.get(TransportMode.walk)
.setMarginalUtilityOfTraveling((double) 0);
double constantCar = -3.50;
config.planCalcScore().getModes().get(TransportMode.car).setConstant(constantCar);
double constantOther = -2.2;
config.planCalcScore().getModes().get(TransportMode.other).setConstant(constantOther);
config.planCalcScore().getModes().get(TransportMode.bike).setConstant((double) 0);
double constantPt = -3.4;
config.planCalcScore().getModes().get(TransportMode.pt).setConstant(constantPt);
double constantWalk = -0.0;
config.planCalcScore().getModes().get(TransportMode.walk).setConstant(constantWalk);
// config.planCalcScore().getOrCreateModeParams("bike").setMarginalUtilityOfDistance(-0.01);
config.plansCalcRoute().setNetworkModes(mainModes);
config.plansCalcRoute().setBeelineDistanceFactor(1.0);
/*
* Beeline distnace factor is set to one so now the travel time will be calculated by given speed,
* assuming in real scenario how much time it can take
* For example for walk trips 5 - 6 kph is normal speed but in that case travel time will be
* total beeline distance/ speed; which will not be realistic, so let's make it to 4 kph
* similarly for bus also normal speed can be taken as 40 kph so teleported mode speed should be set to 20kph
* Travel distance is taken care of in event handlers by taking a factor of 1.1 and 1.5 for walk and pt respectively
*/
config.plansCalcRoute().setTeleportedModeSpeed("walk", 4 / 3.6);
config.plansCalcRoute().setTeleportedModeSpeed("pt", 20 / 3.6);
// config.plansCalcRoute().setTeleportedModeSpeed("motorbike", 20/3.6);
// config.plansCalcRoute().setTeleportedModeSpeed("car", 20/3.6);
// config.plansCalcRoute().setTeleportedModeSpeed("bike",10/3.6);
if (MyFirstControler.seepage) {
config.setParam("seepage", "isSeepageAllowed", "true");
config.setParam("seepage", "seepMode", "bike");
config.setParam("seepage", "isSeepModeStorageFree", "false");
// config.controler().setOutputDirectory("../../../repos/runs-svn/patnaIndia/run105/");
config.controler().setOutputDirectory(outputDir + "/seepage/");
new ConfigWriter(config).write(outputDir + "/seepage/configPatna_seepage.xml");
} else {
config.controler().setOutputDirectory(outputDir + "/passing/");
new ConfigWriter(config).write(outputDir + "/passing/configPatna_passing.xml");
}
}
public void testTransitRouteCopy() {
Config config = super.loadConfig(null);
config.scenario().setUseTransit(true);
config.scenario().setUseVehicles(true);
ScenarioImpl scenario = (ScenarioImpl) ScenarioUtils.createScenario(config);
Id<Node> nodeId1 = Id.create("1", Node.class);
Id<Node> nodeId2 = Id.create("2", Node.class);
Id<Node> nodeId3 = Id.create("3", Node.class);
Id<Link> linkId1 = Id.create("1", Link.class);
Id<Link> linkId2 = Id.create("2", Link.class);
// build network
Network network = scenario.getNetwork();
NetworkFactory nBuilder = network.getFactory();
Node node1 = nBuilder.createNode(nodeId1, scenario.createCoord(0, 0));
Node node2 = nBuilder.createNode(nodeId2, scenario.createCoord(1000, 0));
Node node3 = nBuilder.createNode(nodeId3, scenario.createCoord(2000, 0));
network.addNode(node1);
network.addNode(node2);
network.addNode(node3);
Link link1 = nBuilder.createLink(linkId1, node1, node2);
Link link2 = nBuilder.createLink(linkId2, node2, node3);
network.addLink(link1);
network.addLink(link2);
// build schedule
TransitSchedule schedule = scenario.getTransitSchedule();
TransitScheduleFactory sBuilder = schedule.getFactory();
TransitStopFacility stopF1 =
sBuilder.createTransitStopFacility(
Id.create("1", TransitStopFacility.class), scenario.createCoord(1000.0, 0), false);
TransitStopFacility stopF2 =
sBuilder.createTransitStopFacility(
Id.create("2", TransitStopFacility.class), scenario.createCoord(2000.0, 0), false);
stopF1.setLinkId(link1.getId());
stopF2.setLinkId(link2.getId());
schedule.addStopFacility(stopF1);
schedule.addStopFacility(stopF2);
TransitLine tLine1 = sBuilder.createTransitLine(Id.create("1", TransitLine.class));
TransitRouteStop stop1 = sBuilder.createTransitRouteStop(stopF1, 0, 0);
TransitRouteStop stop2 = sBuilder.createTransitRouteStop(stopF2, 100, 100);
ArrayList<TransitRouteStop> stops = new ArrayList<TransitRouteStop>();
stops.add(stop1);
stops.add(stop2);
NetworkRoute netRoute = new LinkNetworkRouteImpl(link1.getId(), link2.getId());
netRoute.setLinkIds(link1.getId(), Collections.<Id<Link>>emptyList(), link2.getId());
TransitRoute tRoute1 =
sBuilder.createTransitRoute(Id.create("1", TransitRoute.class), netRoute, stops, "bus");
tRoute1.addDeparture(sBuilder.createDeparture(Id.create("1", Departure.class), 7.0 * 3600));
tLine1.addRoute(tRoute1);
schedule.addTransitLine(tLine1);
// build vehicles
new CreateVehiclesForSchedule(schedule, scenario.getVehicles()).run();
// build population
Population population = scenario.getPopulation();
PopulationFactory pBuilder = population.getFactory();
Person person1 = pBuilder.createPerson(Id.create("1", Person.class));
Plan plan = pBuilder.createPlan();
Activity homeAct = pBuilder.createActivityFromLinkId("h", linkId1);
homeAct.setEndTime(7.0 * 3600);
plan.addActivity(homeAct);
Leg leg = pBuilder.createLeg(TransportMode.pt);
ExperimentalTransitRoute tRoute = new ExperimentalTransitRoute(stopF1, tLine1, tRoute1, stopF2);
leg.setRoute(tRoute);
plan.addLeg(leg);
plan.addActivity(pBuilder.createActivityFromLinkId("w", linkId2));
person1.addPlan(plan);
population.addPerson(person1);
// prepare config
config.controler().setFirstIteration(0);
config.controler().setLastIteration(1);
ActivityParams params = new ActivityParams("h");
params.setTypicalDuration(16.0 * 3600);
config.planCalcScore().addActivityParams(params);
params = new ActivityParams("w");
params.setTypicalDuration(8.0 * 3600);
config.planCalcScore().addActivityParams(params);
StrategySettings tam = new StrategySettings(Id.create(1, StrategySettings.class));
tam.setStrategyName("TimeAllocationMutator");
tam.setWeight(1.0);
config.strategy().addStrategySettings(tam);
// run
Controler controler = new Controler(scenario);
controler.getConfig().controler().setWriteEventsInterval(0);
controler.setCreateGraphs(false);
controler.run();
// checks
assertEquals(1, population.getPersons().size());
assertEquals(2, person1.getPlans().size());
assertEquals(
ExperimentalTransitRoute.class,
((Leg) person1.getPlans().get(0).getPlanElements().get(1)).getRoute().getClass());
assertEquals(
ExperimentalTransitRoute.class,
((Leg) person1.getPlans().get(1).getPlanElements().get(1)).getRoute().getClass());
}
public static void main(String[] args) {
// see an example with detailed explanations -- package
// opdytsintegration.example.networkparameters.RunNetworkParameters
Config config = ConfigUtils.loadConfig(EQUIL_DIR + "/config.xml");
config.controler().setOutputDirectory(OUT_DIR);
config.controler().setOverwriteFileSetting(OverwriteFileSetting.deleteDirectoryIfExists);
// config.plans().setInputFile("relaxed_plans.xml.gz");
config.plans().setInputFile("plans2000.xml.gz");
// == default config has limited inputs
StrategyConfigGroup strategies = config.strategy();
strategies.clearStrategySettings();
config.changeMode().setModes(new String[] {"car", "pt"});
StrategySettings modeChoice = new StrategySettings();
modeChoice.setStrategyName(
DefaultPlanStrategiesModule.DefaultStrategy.ChangeSingleTripMode.name());
modeChoice.setWeight(0.1);
config.strategy().addStrategySettings(modeChoice);
StrategySettings expChangeBeta = new StrategySettings();
expChangeBeta.setStrategyName(DefaultPlanStrategiesModule.DefaultSelector.ChangeExpBeta.name());
expChangeBeta.setWeight(0.9);
config.strategy().addStrategySettings(expChangeBeta);
for (PlanCalcScoreConfigGroup.ActivityParams params :
config.planCalcScore().getActivityParams()) {
params.setTypicalDurationScoreComputation(
PlanCalcScoreConfigGroup.TypicalDurationScoreComputation.relative);
}
// config.qsim().setTrafficDynamics( QSimConfigGroup.TrafficDynamics.withHoles );
//
// if ( config.qsim().getTrafficDynamics()== QSimConfigGroup.TrafficDynamics.withHoles ) {
// config.qsim().setInflowConstraint(QSimConfigGroup.InflowConstraint.maxflowFromFdiag);
// }
config.qsim().setUsingFastCapacityUpdate(true);
// ==
Scenario scenario = KNBerlinControler.prepareScenario(true, false, config);
double time = 6 * 3600.;
for (Person person : scenario.getPopulation().getPersons().values()) {
Plan plan = person.getSelectedPlan();
Activity activity = (Activity) plan.getPlanElements().get(0);
activity.setEndTime(time);
time++;
}
// ==
// this is something like time bin generator
int startTime = 0;
int binSize = 3600; // can this be scenario simulation end time.
int binCount = 24; // to me, binCount and binSize must be related
TimeDiscretization timeDiscretization = new TimeDiscretization(startTime, binSize, binCount);
Set<String> modes2consider = new HashSet<>();
modes2consider.add("car");
modes2consider.add("bike");
OpdytsModalStatsControlerListener stasControlerListner =
new OpdytsModalStatsControlerListener(modes2consider, EQUIL);
// following is the entry point to start a matsim controler together with opdyts
MATSimSimulator<ModeChoiceDecisionVariable> simulator =
new MATSimSimulator<>(new MATSimStateFactoryImpl<>(), scenario, timeDiscretization);
simulator.addOverridingModule(
new AbstractModule() {
@Override
public void install() {
// add here whatever should be attached to matsim controler
// some stats
addControlerListenerBinding().toInstance(stasControlerListner);
// from KN
addControlerListenerBinding().to(KaiAnalysisListener.class);
bind(CharyparNagelScoringParametersForPerson.class)
.to(EveryIterationScoringParameters.class);
}
});
// this is the objective Function which returns the value for given SimulatorState
// in my case, this will be the distance based modal split
ObjectiveFunction objectiveFunction =
new ModeChoiceObjectiveFunction(
EQUIL); // in this, the method argument (SimulatorStat) is not used.
// search algorithm
int maxIterations =
10; // this many times simulator.run(...) and thus controler.run() will be called.
int maxTransitions = Integer.MAX_VALUE;
int populationSize =
10; // the number of samples for decision variables, one of them will be drawn randomly for
// the simulation.
boolean interpolate = true;
boolean includeCurrentBest = false;
// randomize the decision variables (for e.g.\ utility parameters for modes)
DecisionVariableRandomizer<ModeChoiceDecisionVariable> decisionVariableRandomizer =
new ModeChoiceRandomizer(scenario, RandomizedUtilityParametersChoser.ONLY_ASC, EQUIL);
// what would be the decision variables to optimize the objective function.
ModeChoiceDecisionVariable initialDecisionVariable =
new ModeChoiceDecisionVariable(scenario.getConfig().planCalcScore(), scenario, EQUIL);
// what would decide the convergence of the objective function
final int iterationsToConvergence = 200; //
final int averagingIterations = 10;
ConvergenceCriterion convergenceCriterion =
new FixedIterationNumberConvergenceCriterion(iterationsToConvergence, averagingIterations);
RandomSearch<ModeChoiceDecisionVariable> randomSearch =
new RandomSearch<>(
simulator,
decisionVariableRandomizer,
initialDecisionVariable,
convergenceCriterion,
maxIterations, // this many times simulator.run(...) and thus controler.run() will be
// called.
maxTransitions,
populationSize,
MatsimRandom.getRandom(),
interpolate,
objectiveFunction,
includeCurrentBest);
// probably, an object which decide about the inertia
SelfTuner selfTuner = new SelfTuner(0.95);
randomSearch.setLogPath(OUT_DIR);
// run it, this will eventually call simulator.run() and thus controler.run
randomSearch.run(selfTuner);
}