/// <summary>
/// Initializes a new instance of the StudentsTDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public StudentsTDistribution(RandomSource random)
: base(random)
{
_standardDistribution = new StandardDistribution(RandomSource);
_chiSquareDistribution = new ChiSquareDistribution(RandomSource);
SetDistributionParameters(1);
}
/// <summary>
/// Initializes a new instance of the BetaDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public BetaDistribution(RandomSource random)
: base(random)
{
_gammaAlpha = new GammaDistribution(random);
_gammaBeta = new GammaDistribution(random);
SetDistributionParameters(1.0, 1.0);
}
/// <summary>
/// Initializes a new instance of the FisherSnedecorDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public FisherSnedecorDistribution(RandomSource random)
: base(random)
{
_chiSquaredAlpha = new ChiSquareDistribution(random);
_chiSquaredBeta = new ChiSquareDistribution(random);
SetDistributionParameters(1, 1);
}
public CampaignGenerator(Action<string> logAction)
: base(logAction)
{
databaseProvider = new DatabaseProvider();
random = new RandomSource();
memberSearchFilterGenerator = new MemberSearchFilterGenerator();
campaignRunGenerator = new CampaignRunGenerator(databaseProvider);
}
/// <summary>
/// Initializes a new instance of the <see cref="ContinuousDistribution"/> class, using the
/// specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
protected ContinuousDistribution(RandomSource random)
{
if(random == null)
{
throw new ArgumentNullException("random", Properties.LocalStrings.ArgumentNull("generator"));
}
_random = random;
}
NextInt32()
{
double rnd = RandomSource.NextDouble();
if (rnd >= _cdf[_n - 1])
{
return(_last);
}
// TODO: consider using binary search instead
int index = 0;
while (_cdf[index] < rnd)
{
index++;
}
return(index + _first);
}
public Vector <double> RunCalculations(RandomSource random, int iterations, Func <int, double, double> sampleFunction)
{
if (random == null)
{
throw new ArgumentNullException(nameof(random));
}
else if (iterations % ChunkSize != 0)
{
throw new ArgumentException($"Iteration count must be a multiple of {ChunkSize}.", nameof(iterations));
}
SampleFunction = sampleFunction;
int numberOfChunks = iterations / ChunkSize;
results = Vector <double> .Build.Dense(iterations);
var randomNumberBuffer = new BufferBlock <(int chunkNumber, double[] randomNumbers)>();
var calculationBlock = new ActionBlock <(int chunkNumber, double[] randomNumbers)>(DoCalculation, new ExecutionDataflowBlockOptions()
{
MaxDegreeOfParallelism = -1
});
randomNumberBuffer.LinkTo(calculationBlock, new DataflowLinkOptions()
{
PropagateCompletion = true
});
for (int i = 0; i < numberOfChunks; i++)
{
double[] randomArray = new double[ChunkSize];
random.NextDoubles(randomArray);
randomNumberBuffer.Post((i, randomArray));
}
randomNumberBuffer.Complete();
calculationBlock.Completion.Wait();
return(results);
}
public void EncodeArray(
EncodingType encoderType,
BuiltInType builtInType
)
{
Assume.That(builtInType != BuiltInType.Null);
int arrayDimension = RandomSource.NextInt32(99) + 1;
Array randomData = DataGenerator.GetRandomArray(builtInType, false, arrayDimension, true);
string encodeInfo = $"Encoder: {encoderType} Type:{builtInType}";
Type type = TypeInfo.GetSystemType(builtInType, -1);
TestContext.Out.WriteLine(encodeInfo);
TestContext.Out.WriteLine("Expected:");
TestContext.Out.WriteLine(randomData);
var encoderStream = new MemoryStream();
IEncoder encoder = CreateEncoder(encoderType, Context, encoderStream, type, true, false);
encoder.WriteArray(builtInType.ToString(), randomData, ValueRanks.OneDimension, builtInType);
Dispose(encoder);
var buffer = encoderStream.ToArray();
switch (encoderType)
{
case EncodingType.Json:
PrettifyAndValidateJson(Encoding.UTF8.GetString(buffer));
break;
}
var decoderStream = new MemoryStream(buffer);
IDecoder decoder = CreateDecoder(encoderType, Context, decoderStream, type);
object result = decoder.ReadArray(builtInType.ToString(), ValueRanks.OneDimension, builtInType);
Dispose(decoder);
TestContext.Out.WriteLine("Result:");
TestContext.Out.WriteLine(result);
object expected = AdjustExpectedBoundaryValues(encoderType, builtInType, randomData);
Assert.AreEqual(expected, result, encodeInfo);
Assert.IsTrue(Opc.Ua.Utils.IsEqual(expected, result), "Opc.Ua.Utils.IsEqual failed to compare expected and result. " + encodeInfo);
}
public static void NextBytes(byte[] buffer, RandomSource source)
{
switch (source)
{
case RandomSource.SystemNet:
SystemNetRandom.GetBytes(buffer);
break;
case RandomSource.SodiumCore:
SodiumCore.GetRandomBytes(new Span <byte>(buffer, 0, buffer.Length));
break;
case RandomSource.NSec:
RandomGenerator.Default.GenerateBytes(buffer);
break;
default:
throw new NotSupportedException();
}
}
public SplitConnectionWeightsSearch(
PopulationParameters populationParameters,
NetworkParameters networkParameters,
ReproductionParameters reproductionParameters)
{
_populationParameters = populationParameters;
_neatPopulation = new Population(networkParameters, reproductionParameters, false);
_genomes = Range(0, _populationParameters.PopulationSize)
.Select(_ => _neatPopulation.CreateInitialGenome());
_archiveSize = _populationParameters.PopulationSize / 2;
_archive = new List <ParetoFrontPoint>(_archiveSize);
WeightSamples = Range(0, 300)
.Select(_ => RandomSource.Range(0, MaxAbsWeightValue))
.ToArray();
InputSamples = Range(0, 60)
.Select(_ => RandomSource.Range(0, 1))
.ToArray();
}
public void CoinFlipTest()
{
var uut = new RandomSource();
var iterations = 1000;
var coinFlipRatios = new List <double>();
while (iterations-- > -1)
{
var flips = Enumerable.Range(0, 200).Select(_ => uut.CoinFlip()).ToList();
var ratio = flips.Count(r => r) / (double)flips.Count;
coinFlipRatios.Add(ratio);
Assert.True(ratio > 0.3, ratio.ToString("0.00%"));
Assert.True(ratio < 0.7, ratio.ToString("0.00%"));
}
var average = coinFlipRatios.Average();
Assert.True(average > 0.49, average.ToString("0.00%"));
Assert.True(average < 0.51, average.ToString("0.00%"));
}
protected void OneTimeSetUp()
{
// work around travis issue by selecting different ports on every run
int testPort = 50000 + (((Int32)DateTime.UtcNow.ToFileTimeUtc() / 10000) & 0x1fff);
_serverCapabilities = new ServerCapabilities();
_randomSource = new RandomSource(randomStart);
_dataGenerator = new DataGenerator(_randomSource);
_server = new GlobalDiscoveryTestServer(true);
_server.StartServer(true, testPort).Wait();
// load client
_gdsClient = new GlobalDiscoveryTestClient(true);
_gdsClient.LoadClientConfiguration(testPort).Wait();
// good applications test set
_goodApplicationTestSet = ApplicationTestSet(goodApplicationsTestCount, false);
_invalidApplicationTestSet = ApplicationTestSet(invalidApplicationsTestCount, true);
_goodRegistrationOk = false;
_invalidRegistrationOk = false;
_goodNewKeyPairRequestOk = false;
}
public void CheckDisjointsAndEtcAreTakenFromBest()
{
// TODO fix crossover, make this one green
using (var source = RandomSource.DrillIn())
{
// Arrange
var parameters = new NetworkParameters(3, 1)
{
InitialConnectionDensity = 1f
};
var tracker =
new InnovationTracker(NetworkParameters.BiasCount + parameters.SensorCount + parameters.EffectorCount);
var best = new Genome(parameters, tracker, true);
var worst = new Genome(parameters, tracker, true);
best.SplitConnection(1);
// Act
source.GetParanoid();
source.PushLimitedNexts(0, 2); // crossover points - all from worst
source.PushNextBools(true); // start from best
var result = best.Mate(worst, CrossoverType.OnePoint);
// Assert
Assert.Equal(best.NeatChromosome.Count, result.NeatChromosome.Count);
for (var i = 0; i < result.NeatChromosome.Count - 2; i++)
{
var parentGene = Assert.Single(worst.NeatChromosome, g => g.Id == result.NeatChromosome[i].Id);
Assert.Equal(result.NeatChromosome[i].Weight, parentGene.Weight);
}
for (var i = result.NeatChromosome.Count - 2; i < result.NeatChromosome.Count; i++)
{
Assert.Equal(result.NeatChromosome[i].Id, best.NeatChromosome[i].Id);
Assert.Equal(result.NeatChromosome[i].Weight, best.NeatChromosome[i].Weight);
}
}
}
// ----------------------------------------------------------------------------------------
/// <!-- CreateUglyLabel -->
/// <summary>
/// Creates a really ugly letter string including some caps and some spaces
/// </summary>
/// <param name="length"></param>
/// <returns></returns>
public static string CreateUglyLabel(int length)
{
Random r = RandomSource.New().Random;
string str = "";
for (int i = 0; i < length; ++i)
{
int num;
switch (r.Next(i + 1))
{
case 0: num = r.Next(65, 90); break;
case 4: num = 32; break;
case 10: num = 95; break;
default: num = r.Next(98, 123); break;
}
char cha = Convert.ToChar(num);
str += cha;
}
return(str);
}
protected async Task OneTimeSetUp()
{
#if DEBUG
// make sure all servers started in travis use a different port, or test will fail
const int testPort = 58820;
#else
const int testPort = 58830;
#endif
_serverCapabilities = new ServerCapabilities();
_randomSource = new RandomSource(randomStart);
_dataGenerator = new DataGenerator(_randomSource);
_server = new GlobalDiscoveryTestServer(true);
await _server.StartServer(true, testPort);
await Task.Delay(1000);
// load clients
_gdsClient = new GlobalDiscoveryTestClient(true);
await _gdsClient.LoadClientConfiguration(testPort);
_pushClient = new ServerConfigurationPushTestClient(true);
await _pushClient.LoadClientConfiguration(testPort);
// connect once
await _gdsClient.GDSClient.Connect(_gdsClient.GDSClient.EndpointUrl);
await _pushClient.PushClient.Connect(_pushClient.PushClient.EndpointUrl);
ConnectGDSClient(true);
RegisterPushServerApplication(_pushClient.PushClient.EndpointUrl);
_selfSignedServerCert = new X509Certificate2(_pushClient.PushClient.Session.ConfiguredEndpoint.Description.ServerCertificate);
_domainNames = Utils.GetDomainsFromCertficate(_selfSignedServerCert).ToArray();
CreateCATestCerts(_pushClient.TempStorePath);
}
/// <summary>
/// Initializes a new instance of the CauchyLorentzDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public CauchyLorentzDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.0, 1.0);
}
/// <summary>
/// Initializes a new instance of the DiscreteUniformDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public DiscreteUniformDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0, 1);
}
/// <summary>
/// Initializes a new instance, using the specified <see cref="RandomSource"/>
/// as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public GeometricDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.5);
}
public static void SeedGenerator(int seed)
{
Console.WriteLine("Random generator seeded: {0}.", seed);
generator = new SystemRandomSource(seed);
}
/// <summary>
/// Initializes a new instance of the GeometricDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public GeometricDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.5);
}
/// <summary>
/// Initializes a new instance of the ExponentialDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ExponentialDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1.0);
}
/// <summary>
/// Initializes a new instance, using the specified <see cref="RandomSource"/>
/// as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ErlangDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1, 1.0);
}
/// <summary>
/// Initializes a new instance of the TriangularDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public TriangularDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.0, 1.0, 0.5);
}
public RandomSourceRoller([NotNull] RandomSource source)
{
_source = source;
}
/// <summary>
/// Initializes a new instance of the LognormalDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public LognormalDistribution(RandomSource random)
: base(random)
{
_standard = new StandardDistribution(random);
SetDistributionParameters(0.0, 1.0);
}
/// <summary>
/// Initializes a new instance of the PoissonDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public PoissonDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1.0);
}
/// <summary>
/// Initializes a new instance of the ChiDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ChiDistribution(RandomSource random)
: base(random)
{
_standard = new StandardDistribution(random);
SetDistributionParameters(1);
}
/// <summary>
/// Initializes a new instance of the LaplaceDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public LaplaceDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.0, 1.0);
}
/// <summary>
/// Initializes a new instance of the ZipfDistribution class,
/// with a default <c>skew</c> equal to <c>2</c>.
/// </summary>
public ZipfDistribution()
{
_skew = 2d;
_random = new SystemRandomSource();
}
BinomialDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.5, 1);
}
/// <summary>
/// Initializes a new instance of the StandardDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public StandardDistribution(RandomSource random)
: base(random)
{
}
/// <summary>
/// Initializes a new instance of the ErlangDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ErlangDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1, 1.0);
}
/// <summary>
/// Initializes a new instance of the ZipfDistribution class
/// with the provided skew.
/// </summary>
public ZipfDistribution(double skew)
{
if(skew <= 1d)
{
throw new ArgumentOutOfRangeException("skew", skew, Properties.LocalStrings.ArgumentOutOfRangeGreater("skew", 1));
}
_skew = skew;
_random = new SystemRandomSource();
}
// ----------------------------------------------------------------------------------------
/// <!-- SelectionBag -->
/// <summary>
/// Places a bunch of marbles (chars) in a bag for random selection
/// </summary>
/// <param name="size">number of marbles in bag (try a multiple of 8 <= 120)</param>
/// <returns></returns>
private List <char> SelectionBag(Endeme e, int size)
{
Random r = RandomSource.New().Random;
if (this.Count > this.OriginalCount)
{
throw new Exception("SelectionBag");
}
// ----------------------------------------------------------------
// Define number of each kind of marble (character)
// ----------------------------------------------------------------
char[] endeme = e.ToCharArray();
string str = "";
switch (size)
{
case 128: str = "@>=;:98765544332221111"; break;
case 120: str = "@><;987665443322221111"; break;
case 112: str = "?=;:987654433322211111"; break;
case 104: str = "><:9876654433222211111"; break;
case 96: str = "=;:9776544333222111110"; break;
case 88: str = "<:98765544332221111110"; break;
case 80: str = ";987665443322221111110"; break;
case 72: str = ":877654433322211111100"; break;
case 64: str = "9876544333222111111000"; break;
case 60: str = "8766544332222111111000"; break;
case 56: str = "8765543332221111110000"; break;
case 52: str = "7665443322221111110000"; break;
case 48: str = "7655433322211111100000"; break;
case 44: str = "6554433222211111100000"; break;
case 40: str = "6544333222111111000000"; break;
case 36: str = "5544332221111110000000"; break;
case 32: str = "5433322221111110000000"; break;
case 28: str = "4433222211111100000000"; break;
case 24: str = "4332222111111000000000"; break;
case 20: str = "3322221111110000000000"; break;
case 16: str = "3222111111100000000000"; break;
case 14: str = "2222111111000000000000"; break;
case 12: str = "2221111110000000000000"; break;
case 10: str = "2211111100000000000000"; break;
case 8: str = "2111111000000000000000"; break;
case 7: str = "2111110000000000000000"; break;
case 6: str = "1111110000000000000000"; break;
case 5: str = "1111100000000000000000"; break;
case 4: str = "1111000000000000000000"; break;
case 3: str = "1110000000000000000000"; break;
case 2: str = "1100000000000000000000"; break;
case 1: str = "1000000000000000000000"; break;
default: str = "";
Dictionary <char, int> cha = new Dictionary <char, int>(22);
foreach (char c in endeme)
{
cha.Add(c, 0);
}
for (int i = 0; i < size; ++i)
{
cha[e.RandomLetter(0.89)]++;
}
var query = from ch in cha orderby cha.Values descending select cha;
str = "";
foreach (var item in query)
{
str = str + item.ToString();
}
break; // TODO: build the function that approximates these series (.89 * one before)
}
// ----------------------------------------------------------------
// Put marbles (characters) in bag
// ----------------------------------------------------------------
List <int> quantity = StringToNums(str);
List <char> bag = new List <char>(size);
for (int i = 0; i < quantity.Count; ++i)
{
for (int j = 0; j < quantity[i]; ++j)
{
if (i < endeme.Length)
{
bag.Add(endeme[i]);
}
else if (endeme.Length > 0)
{
bag.Add(endeme[0]);
}
}
}
return(bag);
}
public RandomStringGenerator(RandomSource source = RandomSource.RNGCrypto)
{
_source = source;
}
/// <summary>
/// Initializes a new instance, using the specified <see cref="RandomSource"/>
/// as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public PoissonDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1.0);
}
public double Sample()
{
return(InverseCumulativeDistribution(RandomSource.NextDouble()));
}
/// <summary>
/// Initializes a new instance of the ZipfDistribution class
/// with a default <c>skew</c> equal to <c>2</c>.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
public ZipfDistribution(RandomSource random)
{
_skew = 2d;
_random = random;
}
/// <summary>
/// Initializes a new instance of the ArbitraryDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ArbitraryDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0, 1.0);
}
GammaDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1.0, 1.0);
}
public Endeme RandomEndeme()
{
return(RandomEndeme(RandomSource.New().Random));
}
/// <summary>
/// Initializes a new instance of the StableDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public StableDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.0, 1.0, 1.0, 0.0);
InitDistributions();
}
StandardDistribution(RandomSource random)
: base(random)
{
}
/// <summary>
/// Initializes a new instance of the HypergeometricDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public HypergeometricDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(2, 1, 1);
}
/// <summary>
/// Initializes a new instance of the RayleighDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public RayleighDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1.0);
}
public static void NextBytes(Span <byte> buffer, RandomSource source)
{
NextBytes(buffer, buffer.Length, source);
}
TriangularDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.0, 1.0, 0.5);
}
static Util()
{
generator = new SystemRandomSource();
}
/// <summary>
/// Initializes a new instance of the ContinuousUniformDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ContinuousUniformDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.0, 1.0);
}
/// <summary>
/// Initializes a new instance of the BernoulliDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public BernoulliDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.5);
}
/// <summary>
/// Ensure tests are reproducible with same seed.
/// </summary>
protected void SetRandomSeed(int randomSeed)
{
RandomSource = new RandomSource(randomSeed + RandomStart);
DataGenerator = new DataGenerator(RandomSource);
}
/// <summary>
/// Initializes a new instance of the BinomialDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public BinomialDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.5, 1);
}
public AbstractArtaProcess CreateArtaProcess(double[] artaCorrelationCoefficients, RandomSource random)
{
var fitter = new AutocorrelationFitter(this);
var arCorrelationCOefficients = fitter.FitArAutocorrelations(artaCorrelationCoefficients, DefaultError);
var ar = ArProcessFactory.CreateArProcess(artaCorrelationCoefficients, random);
return(new ArtaProcessGeneral(ar, this));
}
/// <summary>
/// Initializes a new instance, using the specified <see cref="RandomSource"/>
/// as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public BernoulliDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0.5);
}
/// <summary>
/// Initializes a new instance of the ParetoDistribution class,
/// using the specified <see cref="RandomSource"/> as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public ParetoDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(1.0, 1.0);
}
protected void SetUp()
{
// ensure tests are reproducible, reset for every test
RandomSource = new RandomSource(RandomStart);
DataGenerator = new DataGenerator(RandomSource);
}
/// <summary>
/// Initializes a new instance, using the specified <see cref="RandomSource"/>
/// as underlying random number generator.
/// </summary>
/// <param name="random">A <see cref="RandomSource"/> object.</param>
/// <exception cref="ArgumentNullException">
/// <paramref name="random"/> is NULL (<see langword="Nothing"/> in Visual Basic).
/// </exception>
public DiscreteUniformDistribution(RandomSource random)
: base(random)
{
SetDistributionParameters(0, 1);
}