static void Main(string[] args)
{
Random rand = new Random();
//double result = RandomSearch.Run(300, rand);
//Console.WriteLine("Random search: " + result);
//double result2 = HillClimbing.Run(300, rand);
//Console.WriteLine("Hill climbing: " + result2);
//double result3 = TabooSearch.Run(300, rand, 2);
//Console.WriteLine("Taboo search: " + result3);
//int min = -1;
//int max = 2;
//uint precision = 4;
//for(int i=0;i<100;i++)
//{
// Solution s = new Solution(min, max, precision, rand);
// s.Initialize();
// Console.WriteLine(s.ToReal());
//}
//GA ga = new GA(30, rand);
//ga.Run(1000,0.9,0.05);
ProblemTSP.ReadProblem("TSP30.TXT");
GA_TSP ga = new GA_TSP(30, rand);
ga.Run(1000, 0.9, 0.05);
Console.ReadKey();
}
static void Main(string[] args)
{
Random rand = new Random();
int sampSize = 30;
double[,] results = new double[5, sampSize];
/*
* for (int i = 0; i < sampSize; i++)
* {
* results[0,i] = RandomSearch.Run(1000, rand);
* results[1,i] = HillClimbing.Run(1000, rand);
* results[2,i] = TabooSearch.Run(1000, rand, 4);
* GA ga = new GA(20, 10, 0.05, rand);
* results[3,i] = ga.Run(50);
* SimulatedAnnealing sa = new SimulatedAnnealing(-1, 2, 6, rand);
* results[4,i] = sa.Run(1000, 20, rand);
* }
*
* try
* {
*
* FileStream fileStream = File.Open("meta_results.txt", FileMode.Create, FileAccess.Write);
* StreamWriter fileWriter = new StreamWriter(fileStream);
* fileWriter.WriteLine("randSearch;hillClimb;taboo;ga;sa;");
*
* for (int i = 0; i < sampSize; i++)
* {
* for (int j = 0; j < 5; j++)
* {
* fileWriter.Write(results[j,i]+";");
* }
* fileWriter.WriteLine("");
* }
*
* fileWriter.Flush();
* fileWriter.Close();
* }
* catch (IOException ioe)
* {
* Console.WriteLine(ioe);
* }
*/
//TSP
Problem_TSP problem = new Problem_TSP();
problem.ReadProblem("TSP30.txt");
GA_TSP ga_tsp;
for (int i = 0; i < sampSize; i++)
{
ga_tsp = new GA_TSP(50, 0.1, 0.8, rand);
results[0, i] = ga_tsp.Run(50);
ga_tsp = new GA_TSP(50, 0.3, 0.8, rand);
results[1, i] = ga_tsp.Run(50);
ga_tsp = new GA_TSP(50, 0.1, 0.5, rand);
results[2, i] = ga_tsp.Run(50);
ga_tsp = new GA_TSP(25, 0.1, 0.8, rand);
results[3, i] = ga_tsp.Run(100);
ga_tsp = new GA_TSP(100, 0.1, 0.8, rand);
results[4, i] = ga_tsp.Run(25);
}
try
{
FileStream fileStream = File.Open("TSP_results.txt", FileMode.Create, FileAccess.Write);
StreamWriter fileWriter = new StreamWriter(fileStream);
fileWriter.WriteLine("basic;highMutProb;lowCrossProb;moreIter;bigPop;");
for (int i = 0; i < sampSize; i++)
{
for (int j = 0; j < 5; j++)
{
fileWriter.Write(results[j, i] + ";");
}
fileWriter.WriteLine("");
}
fileWriter.Flush();
fileWriter.Close();
}
catch (IOException ioe)
{
Console.WriteLine(ioe);
}
}