Title
Computation of non-dominated points using compact voronoi diagrams
Abstract
We discuss in this paper a method of finding skyline or non-dominated points in a set P of n points with respect to a set S of m sites. A point pi∈P is non-dominated if and only if for each pj∈P, $j \not= i$, there exists at least one point s∈S that is closer to pi than pj. We reduce this problem of determining non-dominated points to the problem of finding sites that have non-empty cells in an additively weighted Voronoi diagram under convex distance function. The weights of the said Voronoi diagram are derived from the co-ordinates of the points of P and the convex distance function is derived from S. In the 2-dimensional plane, this reduction gives a O((m+n)logm+n logn)-time randomized incremental algorithm to find the non-dominated points.
Year
DOI
Venue
2010
10.1007/978-3-642-11440-3_8
WALCOM
Keywords
Field
DocType
non-dominated point,incremental algorithm,compact voronoi diagram,n point,convex distance function,n logn,set p,2-dimensional plane,additively weighted voronoi diagram,voronoi diagram,point pi,distance function,2 dimensional
Skyline,Discrete mathematics,Power diagram,Combinatorics,Centroidal Voronoi tessellation,Bowyer–Watson algorithm,Lloyd's algorithm,Voronoi diagram,Weighted Voronoi diagram,Mathematics,Computation
Conference
Volume
ISSN
ISBN
5942
0302-9743
3-642-11439-3
Citations 
PageRank 
References 
2
0.36
10
Authors
6
Name
Order
Citations
PageRank
Binay K. Bhattacharya133249.20
Arijit Bishnu213422.25
Otfried Cheong359460.27
Sandip Das425648.78
Arindam Karmakar5205.92
Jack Snoeyink62842231.68