Exemplo n.º 1
0
        // Mutate a tour using swap mutation
        private static void mutate(Knapsack sac)
        {
            Random rnd = new Random();

            // Loop through tour cities
            for (int i = 0; i < sac.getObjects().Length; i++)
            {
                // Apply mutation rate
                if (rnd.NextDouble() < mutationRate)
                {
                    // Get a second random position in the tour
                    int mutationPos = (int)(sac.getObjects().Length *rnd.NextDouble());
                    if (sac.getObjects()[mutationPos])
                    {
                        sac.setoneObject(i, false);
                        sac.processValue();
                        sac.processWeight();
                    }
                    else
                    {
                        if (sac.getWeight() + MainForm.listItems[i].Weight <= sac.getCapacity())
                        {
                            sac.setoneObject(i, true);
                            sac.processValue();
                            sac.processWeight();
                        }
                    }
                }
            }
        }
Exemplo n.º 2
0
        // Applies crossover to a set of parents and creates offspring
        public static Knapsack crossover(Knapsack parent1, Knapsack parent2)
        {
            Random rnd = new Random();
            // Create new child tour
            Knapsack child = new Knapsack();

            // Get start and end sub tour positions for parent1's tour
            int crossPos = (int)(rnd.NextDouble() * parent1.getObjects().Length);

            // Loop and add the sub tour from parent1 to our child
            for (int i = 0; i < child.getObjects().Length; i++)
            {
                if (i < crossPos)
                {
                    child.processWeight();
                    if (child.getWeight() + MainForm.listItems[i].Weight <= child.getCapacity())
                    {
                        child.setoneObject(i, parent2.getoneObject(i));
                        child.processWeight();
                    }
                }
                else
                {
                    child.processWeight();
                    if (child.getWeight() + MainForm.listItems[i].Weight <= child.getCapacity())
                    {
                        child.setoneObject(i, parent1.getoneObject(i));
                        child.processWeight();
                    }
                }
            }



            child.processValue();
            return(child);
        }