/// <summary>
/// Generates a new random real vector with the given <paramref name="length"/> and in the interval [min,max).
/// </summary>
/// <exception cref="ArgumentException">
/// Thrown when <paramref name="length"/> is smaller or equal to 0.<br />
/// Thrown when <paramref name="min"/> is greater than <paramref name="max"/>.
/// </exception>
/// <remarks>
/// Note that if <paramref name="min"/> is equal to <paramref name="max"/>, all elements of the vector will be equal to <paramref name="min"/>.
/// </remarks>
/// <param name="random">The random number generator.</param>
/// <param name="length">The length of the real vector.</param>
/// <param name="bounds">The lower and upper bound (1st and 2nd column) of the positions in the vector. If there are less rows than dimensions, the rows are cycled.</param>
/// <returns>The newly created real vector.</returns>
public static RealVector Apply(IRandom random, int length, DoubleMatrix bounds)
{
RealVector result = new RealVector(length);
result.Randomize(random, bounds);
return(result);
}
/// <summary>
/// Generates a new random real vector with the given <paramref name="length"/> and in the interval [min,max).
/// </summary>
/// <exception cref="ArgumentException">
/// Thrown when <paramref name="length"/> is smaller or equal to 0.<br />
/// Thrown when <paramref name="min"/> is greater than <paramref name="max"/>.
/// </exception>
/// <remarks>
/// Note that if <paramref name="min"/> is equal to <paramref name="max"/>, all elements of the vector will be equal to <paramref name="min"/>.
/// </remarks>
/// <param name="random">The random number generator.</param>
/// <param name="length">The length of the real vector.</param>
/// <param name="bounds">The lower and upper bound (1st and 2nd column) of the positions in the vector. If there are less rows than dimensions, the rows are cycled.</param>
/// <returns>The newly created real vector.</returns>
public static RealVector Apply(IRandom random, int length, DoubleMatrix bounds) {
RealVector result = new RealVector(length);
result.Randomize(random, bounds);
return result;
}
