computeInvertedGenerationalDistance: Computes Inverted Generational Distance.
In ecr: Evolutionary Computation in R

computeInvertedGenerationalDistance

R Documentation

Computes Inverted Generational Distance.

Helper to compute the Inverted Generational Distance (IGD) between two sets of points.

computeInvertedGenerationalDistance(
  A,
  B,
  p = 1,
  normalize = FALSE,
  dist.fun = computeEuclideanDistance
)

`A`	[`matrix`] First point set (each column corresponds to a point).
`B`	[`matrix`] Second point set (each column corresponds to a point).
`p`	[`numeric(1)`] Parameter p of the average Hausdoff metric. Default is 1.
`normalize`	[`logical(1)`] Should the front be normalized on basis of `B`? Default is `FALSE`.
`dist.fun`	[`matrix`] Distance function to compute distance between points x and y. Expects a single numeric vector d with the coordinate-wise differences di = (xi - yi). Default is `computeEuclideanDist`.