emoa (version 0.5-3)

cec2007: CEC 2007 multiobjective optimization competition results

Description

This data set contains the hypervolume and R2 indicator results of the 8 different algorithms that took part in the CEC 2007 multiobjective optimization benchmark.

Usage

data(cec2007)

Format

A data frame with 456 observations of the following 9 variables.

algo

Abbreviated name of algorithm

fun

Name of benchmark function

d

Dimension of objective space

n

Number of function evaluations

metric

Name of quality metric

pdef

Unique id for each combination of fun, d, n and metric

best

Largest value of metric

median

Median value of metric

worst

Smallest value of metric

mean

Average value of metric

std

Standard deviation of metric

Examples

  if (FALSE) {
  data(cec2007)
  require(lattice)
  print(dotplot(algo ~ median | fun + metric, cec2007, groups=cec2007$n))
  }