Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems
Shiny server function for BBOB import page module
Shiny UI-Module for Batch Import of BBOB Functions
Compute the Cell Centers of a Cell Mapping Grid
Converts an Initial Design into a Cell Mapping Grid
Create Initial Sample
Feature Importance Plot
Create a Feature Object
Shiny UI-Module for Function Input
Calculate Landscape Features
Shiny Server Function for Feature Set Component
Shiny UI-Module for Calculating and Displaying Feature Sets
Shiny Server Function for Feature Set Component
Shiny Component for Visualizing the Feature Sets
Find Neighbouring Cells
Find Nearest Prototype
Shiny Server Function for Feature Calculation of Function Input
List Available Feature Sets
Measure Runtime of a Feature Computation
Plot Barrier Tree in 2D
Plot Barrier Tree in 3D
Plot Cell Mapping
Plot Information Content
Run the flacco-GUI based on Shiny
Shiny Server Function for BBOB Import Page Module
Shiny UI-Module for Batch Import of Smoof Functions
Tools and features for "Exploratory Landscape Analysis (ELA)" of single-objective continuous optimization problems. Those features are able to quantify rather complex properties, such as the global structure, separability, etc., of the optimization problems.