// to avoid long name warnings #ifdef _MSC_VER #pragma warning(disable:4786) #endif #include // runtime_error // general #include // Random number generators #include #include #include #include // include package checkpointing #include struct Dummy : public EO { typedef double Type; }; struct eoDummyPop : public eoPop { public : eoDummyPop(int s = 2) { resize(s); } }; int the_main(int argc, char **argv) { // ok, we have a command line parser and a state typedef eoBit Chrom; eoParser parser(argc, argv); // Define Parameters eoValueParam rate(0.01, "mutationRatePerBit", "Initial value for mutation rate per bit"); eoValueParam factor(0.99, "mutationFactor", "Decrease factor for mutation rate"); eoValueParam seed(time(0), "seed", "Random number seed"); eoValueParam load_name("", "Load","Load",'L'); eoValueParam save_name("", "Save","Save",'S'); // Register them parser.processParam(rate, "Genetic Operators"); parser.processParam(factor, "Genetic Operators"); parser.processParam(load_name, "Persistence"); parser.processParam(save_name, "Persistence"); parser.processParam(seed, "Rng seeding"); eoState state; state.registerObject(parser); if (load_name.value() != "") { // load the parser. This is only neccessary when the user wants to // be able to change the parameters in the state file by hand. state.load(load_name.value()); // load the parser } // Create the algorithm here typedef Dummy EoType; eoDummyPop pop; eoGenContinue genTerm(5); // run for 5 generations eoCheckPoint checkpoint(genTerm); // The algorithm will now quit after five generations // Create a counter parameter eoValueParam generationCounter(0, "Generation"); // Create an incrementor (wich is an eoUpdater). Note that the // Parameter's value is passed by reference, so every time the incrementer increments, // the data in generationCounter will change. eoIncrementor increment(generationCounter.value()); // Add it to the checkpoint, this will result in the counter being incremented every generation checkpoint.add(increment); // The file monitor will print parameters to a comma seperated file eoFileMonitor monitor("monitor.csv"); // the checkpoint mechanism can handle multiple monitors checkpoint.add(monitor); // the monitor can monitor parameters such as the generationCounter monitor.add(generationCounter); // Second moment stats: average and stdev eoSecondMomentStats stats; // Add it to the checkpoint to get it called at the appropriate time checkpoint.add(stats); // Add it to the monitor to get it written to the file monitor.add(stats); // save state every third generation eoCountedStateSaver stateSaver1(3, state, "generation"); // save state every 2 seconds eoTimedStateSaver stateSaver2(2, state, "time"); // And add the two savers to the checkpoint checkpoint.add(stateSaver1); checkpoint.add(stateSaver2); // Register the algorithm state.registerObject(rng); state.registerObject(pop); if (parser.userNeedsHelp()) { parser.printHelp(std::cout); return 0; } // Either load or initialize if (load_name.value() != "") { state.load(load_name.value()); // load the rest } else { // else // initialize rng and population rng.reseed(seed.value()); pop.resize(2); pop[0].fitness(1); pop[1].fitness(2); } while(checkpoint(pop)) { pop[0].fitness(pop[0].fitness() + 1); time_t now = time(0); while (time(0) == now) {} // wait a second to test timed saver std::cout << "gen " << generationCounter.value() << std::endl; } // run the algorithm // Save when needed if (save_name.value() != "") { std::string file_name = save_name.value(); save_name.value() = ""; // so that it does not appear in the parser section of the state file state.save(file_name); } return 1; } int main(int argc, char **argv) { try { the_main(argc, argv); } catch(std::exception& e) { std::cout << "Exception: " << e.what() << std::endl; } }