Plots an order statistic of the object value as a function of number of searches — plot_obj_val_order_statistic • GreedyExperimentalDesign

Plots an order statistic of the object value as a function of number of searches

Usage

plot_obj_val_order_statistic(
  obj,
  order_stat = 1,
  skip_every = 5,
  type = "o",
  ...
)

Arguments

obj: The greedy search object object whose search history is to be visualized
order_stat: The order statistic that you wish to plot. The default is 1 for the minimum.
skip_every: Plot every nth point. This makes the plot generate much more quickly. The default is 5.
type: The type parameter for plot.
...: Other arguments to be passed to the plot function.

Value

An array of order statistics as a list element

Author

Adam Kapelner

Examples

if (FALSE) { # \dontrun{
set.seed(1)
X = matrix(rnorm(20), nrow = 10)
ged = initGreedyExperimentalDesignObject(
  X,
  max_designs = 5,
  num_cores = 1,
  objective = "abs_sum_diff",
  start = TRUE,
  wait = TRUE,
  verbose = FALSE
)
plot_obj_val_order_statistic(ged, order_stat = 1, skip_every = 1)
} # }