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flacco (version 1.0)

Feature-Based Landscape Analysis of Continuous and Constraint Optimization Problems

Description

Contains tools and features, which can be used for an exploratory landscape analysis of continuous optimization problems. Those are able to quantify rather complex properties, such as the global structure, separability, etc., of continuous optimization problems.

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Version

Install

install.packages('flacco')

Monthly Downloads

251

Version

1.0

License

BSD_3_clause + file LICENSE

Issues

2

Pull Requests

1

Stars

63

Forks

8

Maintainer

Pascal Kerschke

Last Published

October 28th, 2015

Functions in flacco (1.0)

calculateFeatureSet

Calculate Landscape Features
plotCellMapping

Plot Cell Mapping
findLinearNeighbours

Find Neighbouring Cells
createInitialDesign

Create Initial Design
convertInitDesignToGrid

Converts an Initial Design into a Cell Mapping Grid
measureTime

Measure Runtime of a Feature Computation
featureList

Feature List
plotBarrierTree2D

Plot Barrier Tree in 2D
plotInformationContent

Plot Information Content
listAvailableFeatureSets

List Available Feature Sets
plotBarrierTree3D

Plot Barrier Tree in 3D
FeatureObject

Create a Feature Object
plotFeatureImportance

Feature Importance Plot
computeGridCenters

Compute the Cell Centers of a Cell Mapping Grid
findNearestPrototype

Find Nearest Prototype