Exemplo n.º 1
0
        public SimpleGA()
        {
            generation = 0;

            db = new database(taskType, runId);

            //clobber existing tasks of this taskType for this runId so we don't get confused if
            //a partially-complete run messes up
            db.clearTasks();

            //initialize population
            population = new List <BasicGenome>();
            for (int i = 0; i < populationSize; i++)
            {
                population.Add(new BasicGenome());
            }
        }
Exemplo n.º 2
0
        public static void Main(string[] args)
        {
            //connect to database
            database db = new database("simple_number_task","");

            //keep consuming tasks forever!
            while(true) {

                //get task
                BsonDocument task=db.claimTask();

                //if there is one to be gotten...
                if(task!=null) {
                    Console.WriteLine("Grabbing task.");

                    //evaluate it's fitness
                    task["fitness"]=(SimpleGA.fitnessFunction(BasicGenome.fromTask(task)));

                    //deliberate pause to showcase multiple consumers acting together
                    Thread.Sleep (100);

                    //show the genome we evaluated
                    Console.WriteLine("genome: " + task["genome"]);

                    //save result to the database
                    db.completeTask(task);

                    //celebrate!
                    Console.WriteLine("Task completed.");

                }
                else {
                    //if no tasks available, pause a bit then check again
                    Console.WriteLine("No tasks. Sleeping.");
                    Thread.Sleep(2000);
                }
            }
        }