Contents

module SPCore
  # Provide interpolation methods, including linear and polynomial.
class Interpolation
  # Linear Interpolation Equation:
  #
  #        (x3 - x1)(y2 - y1)
  #  y3 =  ------------------  + y1
  #            (x2 - x1)
  #
  def self.linear x1, y1, x2, y2, x3
    y3 = ((x3 - x1) * (y2 - y1)) / (x2 - x1);
    y3 += y1;
    return y3;
  end

  # Linear interpolator
  # Given 2 sample points, interpolates a value anywhere between the two points.
  #
  # @param [Numeric] y0 First (left) y-value
  # @param [Numeric] y0 Second (right) y-value
  # @param [Numeric] x Percent distance (along the x-axis) between the two y-values
  def self.linear y0, y1, x
    raise ArgumentError, "x is not between 0.0 and 1.0" unless x.between?(0.0,1.0)
    return y0 + x * (y1 - y0)
  end
  
  # 4-point, 3rd-order (cubic) Hermite interpolater (x-form).
  #
  # Given 4 evenly-spaced sample points, interpolate a value anywhere between
  # the middle two points.
  #
  # implementation source: www.musicdsp.org/archive.php?classid=5#93
  #
  # @param [Float] y0 First y-value
  # @param [Float] y1 Second y-value (first middle point)
  # @param [Float] y2 Third y-value (second middle point)
  # @param [Float] y3 Fourth y-value
  # @param [Float] x Percent distance (along the x-axis) between the middle two y-values (y1 and y2)
  def self.cubic_hermite y0, y1, y2, y3, x
    raise ArgumentError, "x is not between 0.0 and 1.0" unless x.between?(0.0,1.0)

    ## method 1 (slowest)
    #c0 = y1
    #c1 = 0.5 * (y2 - y0)
    #c2 = y0 - 2.5 * y1 + 2*y2 - 0.5 * y3
    #c3 = 1.5 * (y1 - y2) + 0.5 * (y3 - y0)
    
    # method 2 (basically tied with method 3)
    c0 = y1
    c1 = 0.5 * (y2 - y0)
    c3 = 1.5 * (y1 - y2) + 0.5 * (y3 - y0)
    c2 = y0 - y1 + c1 - c3

    ## method 3 (basically tied with method 2)
    #c0 = y1
    #c1 = 0.5 * (y2 - y0)
    #y0my1 = y0 - y1
    #c3 = (y1 - y2) + 0.5 * (y3 - y0my1 - y2)
    #c2 = y0my1 + c1 - c3
    
    return ((c3 * x + c2) * x + c1) * x + c0
  end
end
end

Version data entries

1 entries across 1 versions & 1 rubygems

Version	Path
spcore-0.1.3	lib/spcore/interpolation/interpolation.rb