Example #1
0
        public Solution(GASolver s, List <int> c_chromosome, List <bool> w_chromosome)
        {
            Warehouses = s.Warehouses;
            Customers  = s.Customers;

            CChromosome = c_chromosome;
            WChromosome = w_chromosome;

            RepairIndex = 0;
            solver      = s;
        }
Example #2
0
        public Problem(string file_name)
        {
            Warehouses = new List <Warehouse>();
            Customers  = new List <Customer>();

            //
            // Load Data File
            //

            using (StreamReader sr = new StreamReader(file_name))
            {
                string   line   = sr.ReadLine();
                string[] tokens = line.Split(new char[0], StringSplitOptions.RemoveEmptyEntries);

                // n_customer
                // n_warehouse

                n_warehouse = Convert.ToInt32(tokens[0]);
                n_customer  = Convert.ToInt32(tokens[1]);

                for (int i = 0; i < n_warehouse; i++)
                {
                    line   = sr.ReadLine().Replace(".", ",");
                    tokens = line.Split(new char[0], StringSplitOptions.RemoveEmptyEntries);

                    int    capacity  = Convert.ToInt32(tokens[0]);
                    double setupCost = Convert.ToDouble(tokens[1]);

                    Warehouse warehouse = new Warehouse(i, capacity, setupCost);
                    Warehouses.Add(warehouse);
                }

                for (int i = 0; i < n_customer; i++)
                {
                    Customer customer = new Customer();
                    customer.CustomerID = i;
                    List <Travel> travels = new List <Travel>();

                    line            = sr.ReadLine().Trim();
                    customer.Demand = Convert.ToInt32(line);

                    line   = sr.ReadLine().Replace(".", ",");
                    tokens = line.Split(new char[0], StringSplitOptions.RemoveEmptyEntries);
                    for (int j = 0; j < tokens.Length; j++)
                    {
                        Travel travel = new Travel()
                        {
                            Customer   = customer,
                            Warehouse  = Warehouses[j],
                            TravelCost = Convert.ToDouble(tokens[j])
                        };
                        travels.Add(travel);
                    }
                    travels          = travels.OrderBy(c => c.TravelCost).ToList();
                    customer.Travels = travels;
                    Customers.Add(customer);
                }
            }

            // CHROMOSOME LENGTH PARAMETER SETTINGS
            if (n_customer > 50)
            {
                WChromosomeSize(20);
            }

            solver = new GASolver(Customers, Warehouses);

            // DEFAULT PARAMETER SETTINGS
            // n_population = 100;
            // n_generation = 25;
            // n_elite = 1;
            // k = 2;

            // pc_w = 0.5;
            // pc_c = 0.8;
            // pm_w = 0.1;
            // pm_c = 0.4;

            // FOR 1000-2000 INSTANCES
            // if (n_customer > 999)
            //    solver.n_population = 10;

            solver.Solve();
            Solution s = solver.BestSolution;

            s.Write();
        }