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GAPopulation.java
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GAPopulation.java
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package fypScheduling;
import java.util.ArrayList;
import java.util.Collections;
import java.util.LinkedList;
import java.util.ListIterator;
import java.util.Map;
import java.util.Random;
public class GAPopulation {
private LinkedList<Timetable> individuals;
public GAPopulation(){
individuals = new LinkedList<Timetable>();
}
// time slot class used when creating the random population
public class TimeSlot {
private int roomId;
private int day;
private int timeSlot;
public TimeSlot(int roomId, int day, int timeSlot) {
this.roomId = roomId;
this.day = day;
this.timeSlot = timeSlot;
}
}
public void createRandomIndividuals(int target, Utilities utility){
Map<Integer, Venue> rooms = utility.getVenues();
int noOfRooms = utility.getVenues().size();
for(int i = 0; i < target; i++){
// register all available timeslots
ArrayList<TimeSlot> availableSlotsList = new ArrayList<TimeSlot>();
for (int venueId : rooms.keySet()){
// add all "free" slot
for (int day = 0; day < VenueSchedule.NO_OF_DAYS; day++){
for (int slot =0; slot < VenueSchedule.NO_OF_SLOT; slot++){
TimeSlot child = new TimeSlot(venueId, day, slot);
availableSlotsList.add(child);
}
}
}
Timetable timetable = new Timetable(noOfRooms);
for (int venueId : rooms.keySet()){
Venue venue = rooms.get(venueId);
VenueSchedule vs = new VenueSchedule(venue);
timetable.setVenueSchedule(venueId, vs);
}
// assign events to any randomly selected available timeslot
Random rand = new Random(System.currentTimeMillis());
for(Event child : utility.getEvents().values()){
if (child.getEventDuration() == 2) {
int randGen = rand.nextInt(availableSlotsList.size()-1);
int randGen2 = randGen+1;
TimeSlot avail1 = availableSlotsList.get(randGen);
TimeSlot avail2 = availableSlotsList.get(randGen2);
while(avail1.day != avail2.day && ((avail1.timeSlot+1)) != avail2.timeSlot) {
// if day are not same, means its not consecutive, regenerate
randGen = rand.nextInt(availableSlotsList.size()-1);
randGen2 = randGen+1;
avail1 = availableSlotsList.get(randGen);
avail2 = availableSlotsList.get(randGen2);
}
VenueSchedule vs = timetable.getVenueSchedule()[avail1.roomId];
vs.setEvent(avail1.day, avail1.timeSlot, child.getId());
VenueSchedule vs2 = timetable.getVenueSchedule()[avail2.roomId];
vs2.setEvent(avail2.day, avail2.timeSlot, child.getId());
}
else {
TimeSlot availableSlot = availableSlotsList.get(rand.nextInt(availableSlotsList.size()));
VenueSchedule vs = timetable.getVenueSchedule()[availableSlot.roomId];
vs.setEvent(availableSlot.day, availableSlot.timeSlot, child.getId());
availableSlotsList.remove(availableSlot);
}
}
individuals.add(timetable);
availableSlotsList.clear();
}
}
public void createRandomIndividuals1(int target, Utilities utility){
Map<Integer, Venue> rooms = utility.getVenues();
int noOfRooms = utility.getVenues().size();
for(int i = 0; i < target; i++){
// register all available timeslots
ArrayList<TimeSlot> availableSlotsList = new ArrayList<TimeSlot>();
for (int venueId : rooms.keySet()){
// add all "free" slot
for (int day = 0; day < VenueSchedule.NO_OF_DAYS; day++){
for (int slot =0; slot < VenueSchedule.NO_OF_SLOT; slot++){
TimeSlot child = new TimeSlot(venueId, day, slot);
availableSlotsList.add(child);
}
}
}
Timetable timetable = new Timetable(noOfRooms);
for (int venueId : rooms.keySet()){
Venue venue = rooms.get(venueId);
VenueSchedule vs = new VenueSchedule(venue);
timetable.setVenueSchedule(venueId, vs);
}
// assign events to any randomly selected available timeslot
Random rand = new Random(System.currentTimeMillis());
for(Event child : utility.getEvents().values()){
TimeSlot availableSlot = availableSlotsList.get(rand.nextInt(availableSlotsList.size()));
VenueSchedule vs = timetable.getVenueSchedule()[availableSlot.roomId];
vs.setEvent(availableSlot.day, availableSlot.timeSlot, child.getId());
availableSlotsList.remove(availableSlot);
}
individuals.add(timetable);
availableSlotsList.clear();
}
}
public Timetable getTopIndividual(){
return individuals.getFirst();
}
public Timetable getWorstIndividual(){
return individuals.getLast();
}
public Timetable getIndividual(int target){
return this.individuals.get(target);
}
public void addIndividual(Timetable target){
individuals.add(target);
}
public void addIndividualSorted(Timetable target){
ListIterator<Timetable> it = individuals.listIterator();
ListIterator<Timetable> it2 = individuals.listIterator();
while(it.hasNext()){
if (it.next().getFitness() < target.getFitness()){
it2.add(target);
break;
}
it2.next();
}
}
public ListIterator<Timetable> listIterator(){
return individuals.listIterator();
}
public void sortIndividuals(){
Collections.sort(individuals);
}
public int size(){
return individuals.size();
}
/*
public void createRandomIndividuals(int target, Utilities utility){
Map<Integer, Venue> rooms = utility.getVenues();
int noOfRooms = utility.getVenues().size();
for(int i = 0; i < target; i++){
// register all available timeslots
ArrayList<TimeSlot> availableSlotsList = new ArrayList<TimeSlot>();
for (int venueId : rooms.keySet()){
// add all "free" slot
for (int day = 0; day < VenueSchedule.NO_OF_DAYS; day++){
for (int slot =0; slot < VenueSchedule.NO_OF_SLOT; slot++){
TimeSlot child = new TimeSlot(venueId, day, slot);
availableSlotsList.add(child);
}
}
}
Timetable timetable = new Timetable(noOfRooms);
for (int venueId : rooms.keySet()){
Venue venue = rooms.get(venueId);
VenueSchedule vs = new VenueSchedule(venue);
timetable.setVenueSchedule(venueId, vs);
}
// assign events to any randomly selected available timeslot
Random rand = new Random(System.currentTimeMillis());
for(Event child : utility.getEvents().values()){
if (child.getEventDuration() == 2) {
int randGen = rand.nextInt(availableSlotsList.size()-1);
int randGen2 = randGen+1;
TimeSlot avail1 = availableSlotsList.get(randGen);
TimeSlot avail2 = availableSlotsList.get(randGen2);
while(avail1.day != avail2.day && ((avail1.timeSlot+1)) != avail2.timeSlot) {
// if day are not same, means its not consecutive, regenerate
randGen = rand.nextInt(availableSlotsList.size()-1);
randGen2 = randGen+1;
avail1 = availableSlotsList.get(randGen);
avail2 = availableSlotsList.get(randGen2);
}
VenueSchedule vs = timetable.getVenueSchedule()[avail1.roomId];
vs.setEvent(avail1.day, avail1.timeSlot, child.getId());
VenueSchedule vs2 = timetable.getVenueSchedule()[avail2.roomId];
vs2.setEvent(avail2.day, avail2.timeSlot, child.getId());
}
else {
TimeSlot availableSlot = availableSlotsList.get(rand.nextInt(availableSlotsList.size()));
VenueSchedule vs = timetable.getVenueSchedule()[availableSlot.roomId];
vs.setEvent(availableSlot.day, availableSlot.timeSlot, child.getId());
availableSlotsList.remove(availableSlot);
}
}
individuals.add(timetable);
availableSlotsList.clear();
}
}
*/
}