/// <inheritdoc />
public void AssignIVsAndEVsToTeam(PokeList list, int level)
{
foreach (var poke in list.Pokemon)
{
// EVs between 0-65535
poke.AttackEV = (ushort)_probabilityUtility.GaussianRandomSkewed(0, 65535, level / 100D);
poke.DefenseEV = (ushort)_probabilityUtility.GaussianRandomSkewed(0, 65535, level / 100D);
poke.HitPointsEV = (ushort)_probabilityUtility.GaussianRandomSkewed(0, 65535, level / 100D);
poke.SpecialEV = (ushort)_probabilityUtility.GaussianRandomSkewed(0, 65535, level / 100D);
poke.SpeedEV = (ushort)_probabilityUtility.GaussianRandomSkewed(0, 65535, level / 100D);
// IVs between 0-15
poke.AttackIV = (byte)_probabilityUtility.GaussianRandom(0, 15);
poke.DefenseIV = (byte)_probabilityUtility.GaussianRandom(0, 15);
poke.SpecialIV = (byte)_probabilityUtility.GaussianRandom(0, 15);
poke.SpeedIV = (byte)_probabilityUtility.GaussianRandom(0, 15);
}
}
public void GaussianRandomSkewedWithConfigTest(int low, int high, double meanConfig, double stdDeviationConfig, int level)
{
config.Mean = meanConfig;
config.StandardDeviation = stdDeviationConfig;
probabilityUtility = new ProbabilityUtility(random, config);
var result = Enumerable.Range(0, iterations).Select(i => probabilityUtility.GaussianRandomSkewed(low, high, level / 100D));
var resultMean = result.Average();
var resultStdDeviation = Math.Sqrt(result.Select(i => Math.Pow(i - resultMean, 2D)).Average());
var skew = level / 100D * config.Skew * 2D - config.Skew;
var mean = Math.Min(high, Math.Max(low, low + (high - low) * config.Mean + skew));
var stdev = (high - low) * stdDeviationConfig;
// Assert
Assert.True(Math.Abs(resultMean - mean) / mean <= stdDeviation, $"Mean Expected: {mean}, Actual: {resultMean}");
Assert.True(Math.Abs(resultStdDeviation - stdev) / stdev <= stdDeviation, $"Standard Deviation Expected: {stdev}, Actual: {resultStdDeviation}");
}
