Swarm Intelligence for Self-Organized Clustering


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Documentation for package ‘DatabionicSwarm’ version 0.9.8

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DatabionicSwarm-package Databionic Swarm (DBS)
Databonic swarm Databionic Swarm (DBS)
DBS Databionic Swarm (DBS)
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
Lsun3D Lsun3D inspired by FCPS
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'
sESOM4BMUs Intern function: Simplified Emergent Self-Organizing Map
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