plotBarrierTree2D: Plot Barrier Tree in 2D

In kerschke/flacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems

Plot Barrier Tree in 2D

Description

Creates a 2D image containing the barrier tree of this cell mapping.

Usage

plotBarrierTree2D(feat.object, control)

Arguments

feat.object	[FeatureObject] A feature object as created by createFeatureObject.
control	[list] A list, which stores additional control arguments. For further information, see details.

Details

Possible control arguments are:

• Computation of Cell Mapping:

  • gcm.approach: Which approach should be used when computing the representatives of a cell. The default is "min", i.e. the observation with the best (minimum) value within per cell.

  • gcm.cf_power: Theoretically, we need to compute the canonical form to the power of infinity. However, we use this value as approximation of infinity. The default is 256.

• Plot Control:

  • bt.cm_surface: Should the underlying surface be based on a cell mapping plot (default is TRUE)? Alternatively, the cells would be coloured in shades of grey - according to their objective values.

  • bt.margin: Margins of the plot as used by par("mar"). The default is c(5, 5, 4, 4).

  • bt.color_surface: Color of the surface of the perspective plot. The default is "lightgrey".

  • bt.color_branches: Color used for the branches of the barrier tree. Per default there will be one color per level.

  • bt.pch_root: Symbol used for plotting the root. The default is 17 (filled triangle).

  • bt.pch_breakpoint: Symbol used for plotting a breakpoint. The default is 5 (non-filled diamond).

  • bt.pch_basin: Symbol used for plotting the leaf (i.e. a basin) of the barrier tree. The default is 19 (filled circle).

  • bt.col_root: Color of the root symbol. The default is "red".

  • bt.lwd: Width of the lines used for plotting the branches of a barrier tree. The default is 2.

  • bt.label.{x, y}_coord: Label of the x-/y-coordinate (below / left side of the plot).

  • bt.label.{x, y}_id: Label of the x-/y-cell ID (above / right side of the plot).

Value

[plot].
A 2D image, visualizing the barrier tree of this cell mapping.

Examples

# create a feature object
X = createInitialSample(n.obs = 900, dim = 2)
f = smoof::makeAckleyFunction(dimensions = 2)
y = apply(X, 1, f)
feat.object = createFeatureObject(X = X, y = y, fun = f, blocks = c(4, 6))

# plot the corresponing barrier tree
plotBarrierTree2D(feat.object)

kerschke/flacco documentation built on Dec. 5, 2022, 12:56 a.m.