Swarm Intelligence for Self-Organized Clustering

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Documentation for package ‘DatabionicSwarm’ version 2.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

DatabionicSwarm-package	Swarm Intelligence for Self-Organized Clustering
DatabionicSwarm	Swarm Intelligence for Self-Organized Clustering
DBSclustering	Databonic swarm clustering (DBS)
DefaultColorSequence	Default color sequence for plots
Delaunay4Points	Adjacency matrix of the delaunay graph for BestMatches of Points
Delta3DWeightsC	intern function, do not use yourself
DijkstraSSSP	Internal function: Dijkstra SSSP
findPossiblePositionsCsingle	Intern function, do not use yourself
GeneratePswarmVisualization	Generates the Umatrix for Pswarm algorithm
getCartesianCoordinates	Intern function: Transformation of Databot indizes to coordinates
getUmatrix4Projection	depricated! see GeneralizedUmatrix() Generalisierte U-Matrix fuer Projektionsverfahren
Hepta	Hepta is part of the Fundamental Clustering Problem Suit (FCPS) [Thrun/Ultsch, 2020].
Lsun3D	Lsun3D is part of the Fundamental Clustering Problem Suit (FCPS) [Thrun/Ultsch, 2020].
plotSwarm	Intern function for plotting during the Pswarm annealing process
ProjectedPoints2Grid	Transforms ProjectedPoints to a grid
Pswarm	A Swarm of Databots based on polar coordinates (Polar Swarm).
PswarmEpochsParallel	Intern function, do not use yourself
PswarmEpochsSequential	Intern function, do not use yourself
PswarmRadiusParallel	Intern function, do not use yourself
PswarmRadiusSequential	intern function, do not use yourself
rDistanceToroidCsingle	Intern function for 'Pswarm'
RelativeDifference	Relative Difference
RobustNormalization	RobustNormalization
RobustNorm_BackTrafo	Transforms the Robust Normalization back
sESOM4BMUs	Intern function: Simplified Emergent Self-Organizing Map
setdiffMatrix	setdiffMatrix shortens Matrix2Curt by those rows that are in both matrices.
setGridSize	Sets the grid size for the Pswarm algorithm
setPolarGrid	Intern function: Sets the polar grid
setRmin	Intern function: Estimates the minimal radius for the Databot scent
ShortestGraphPathsC	Shortest GraphPaths = geodesic distances
trainstepC	internal function for s-esom
trainstepC2	internal function for s-esom
UniquePoints	Unique Points