Swarm Intelligence for Self-Organized Clustering

---

Documentation for package ‘DatabionicSwarm’ version 1.2.1

• 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
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).
pswarm	A Swarm of Databots based on polar coordinates (Polar Swarm).
pswarmCpp	A Swarm of Databots based on polar coordinates (Polar Swarm).
PswarmCurrentRadiusC2botsPositive	intern function, do not use yourself
rDistanceToroidCsingle	Intern function for 'Pswarm'
RelativeDifference	Relative Difference
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 sESOM
UniquePoints	Unique Points