private HashMap<Integer, Set<Integer>> createInstallationDepartureChromosome() {
   HashMap<Integer, Set<Integer>> individualInstallationDeparturePatterns =
       new HashMap<Integer, Set<Integer>>();
   for (Installation installation :
       problemData
           .getCustomerInstallations()) { // for each installation, choose a random installation
                                          // pattern based on the frequency
     Set<Set<Integer>> possibleInstallationDeparturePatterns =
         problemData.getInstallationDeparturePatterns().get(installation.getFrequency());
     Set<Integer> randomInstallationDeparturePattern =
         Utilities.pickRandomElementFromSet(possibleInstallationDeparturePatterns);
     individualInstallationDeparturePatterns.put(
         installation.getNumber(), randomInstallationDeparturePattern);
   }
   return individualInstallationDeparturePatterns;
 }