public void TestGPInicial()
{
GPSolutionDefinition sh = new GPSolutionDefinition(config);
SemanticaList listaFormulas = CriaListaDefault(sh);
SemanticaList listaNumerica = CriaListaNumerica(sh);
GPTemplate template = CreateTestTemplate(config, listaFormulas, listaNumerica);
GPPool pool = new GPPool(config);
Assert.IsTrue(config.poolSize > 0);
Assert.IsTrue(config.elitismRange > 0);
Assert.IsTrue(config.mutationRatePerc > 0);
Assert.IsTrue(config.mutationRange > 0);
Assert.IsTrue(config.poolSize > 0);
pool.InitPool(template);
Assert.IsTrue(pool.solutions.Count > 0);
//randomizo valores iniciais para fazer ordenação
Random rnd = new Random();
for (int i = 0; i < pool.solutions.Count; i++)
{
GPSolution solution = pool.solutions[i];
solution.fitnessResult = rnd.Next(1, 10000);
}
pool.SortFitness();
for (int i = 1; i < pool.solutions.Count; i++)
{
Assert.IsTrue(pool.solutions[i - 1].fitnessResult >= pool.solutions[i].fitnessResult);
}
GPSolution sol1 = pool.solutions[1];
GPSolution sol2 = pool.solutions[2];
string splicedKey = sol1.SpliceWith(sol2);
Assert.IsNotNull(splicedKey);
string strOriginal = sol1.GetValue(splicedKey).ToString();
sol1.Mutate(sol1.GetValue(splicedKey), splicedKey);
string strMutated = sol1.GetValue(splicedKey).ToString();
//Assert.IsFalse(strOriginal == strMutated,"Não mutou: "+strOriginal);
GPSolution badSolution = pool.solutions[pool.solutions.Count - 1];
pool.Mutate();
Assert.IsFalse(pool.solutions.Contains(badSolution));
Assert.IsTrue(pool.solutions.Count == config.poolSize, pool.solutions.Count + "<>" + config.poolSize);
}
public void TestaGPCriacaoPelaLista()
{
GPPool pool = new GPPool(config);
string listDefault = "default";
GPSolutionDefinition definition = CreateSampleDefinition(listDefault);
SemanticaList listaFormulas = CriaListaDefault(definition);
SemanticaList listSemantic = definition.GetListByName(listDefault);
listSemantic.maxLevels = 3;
listSemantic.minLevels = 2;
GPAbstractNode nodeRandom = listSemantic.CreateRandomNode(config, false);
Assert.IsNotNull(nodeRandom);
string toString = nodeRandom.ToString();
Assert.IsTrue(nodeRandom.SizeLevel() >= listSemantic.minLevels && nodeRandom.SizeLevel() <= listSemantic.maxLevels, "SizeLevel:" + nodeRandom.SizeLevel());
}
