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Lloyd's algorithm

In electrical engineering and computer science, Lloyd's algorithm, also known as Voronoi iteration or relaxation, is an algorithm named after Stuart P. Lloyd for finding evenly spaced sets of points in subsets of Euclidean spaces and partitions of these subsets into well-shaped and uniformly sized convex cells. Like the closely related k-means clustering…

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Integration and centroid computation

Applications

Different distances

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Lloyd's algorithm

Nodes41
Edges40
Triples31
Avg. degree1.95
Density0.04878
Components1

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Lloyd's algorithm

Top relations

related to Different distances · 10
Lloyd's algorithm → Alternative, Euclidean, For, Hausner, However, In, Lloyd's, Manhattan, The Euclidean, Voronoi
has application · 9
Lloyd's algorithm → As, Colors, Euclidean, However, In, It, Laplacian, Lloyd's, These
related to Convergence · 8
Lloyd's algorithm → Convergence, Each, In, Lloyd's, One, The, Therefore, Voronoi
related to Algorithm description · 3
Lloyd's algorithm → In, It, Lloyd's

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Important terminology

algorithm centroid lloyd's voronoi used also points euclidean may input cell center dimensions method applications vertices site triangles cells centroids

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
differences in element size in different parts of the meshinstance ofin order to preserve other features of the mesh0.80text
Lloyd's algorithmhas applicationLloyd's0.60section
Lloyd's algorithmhas applicationAs0.60section
Lloyd's algorithmhas applicationColors0.60section
Lloyd's algorithmhas applicationIt0.60section
Lloyd's algorithmhas applicationIn0.60section
Lloyd's algorithmhas applicationEuclidean0.60section
Lloyd's algorithmhas applicationThese0.60section
Lloyd's algorithmhas applicationLaplacian0.60section
Lloyd's algorithmhas applicationHowever0.60section
Lloyd's algorithmrelated to Algorithm descriptionLloyd's0.60section
Lloyd's algorithmrelated to Algorithm descriptionIn0.60section

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