visualizeParetoOptimalFront function

Pareto-optimal front visualization.

Quickly visualize the Pareto-optimal front of a bi-criteria objective function by calling the EMOA nsga2 and extracting the approximated Pareto-optimal front.

visualizeParetoOptimalFront(fn, ...)

Arguments

• fn: [smoof_multi_objective_function]

  Multi-objective smoof function.

• ...: [any]

  Arguments passed to nsga2.

Returns

[ggplot]

Examples

# Here we visualize the Pareto-optimal front of the bi-objective ZDT3 function
fn = makeZDT3Function(dimensions = 3L)
vis = visualizeParetoOptimalFront(fn)

# Alternatively we can pass some more algorithm parameters to the NSGA2 algorithm
vis = visualizeParetoOptimalFront(fn, popsize = 1000L)