Kinetic facility location

Kinetic facility location

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Article ID: iaor20103510
Volume: 57
Issue: 3
Start Page Number: 562
End Page Number: 584
Publication Date: Jul 2010
Journal: Algorithmica
Authors: , ,
Abstract:

We present a deterministic kinetic data structure for the facility location problem that maintains a subset of the moving points as facilities such that, at any point of time, the accumulated cost for the whole point set is at most a constant factor larger than the optimal cost. In our scenario, each point can change its status between client and facility and moves continuously along a known trajectory in a d-dimensional Euclidean space, where d is a constant. Our kinetic data structure requires 𝒪 ( n ( log d ( n ) + log ( n R ) ) ) equ1 space in total, where R := max p i p f i · max p i p d i min p i p f i · min p i p d i equ2, 𝒫={p 1,p 2,…,p n } is the set of given points, and f i , d i are the maintenance cost and the demand of a point p i , respectively. In case that each trajectory can be described by a bounded degree polynomial, we process 𝒪 ( n 2 log 2 ( n R ) ) equ3 events, each requiring 𝒪 ( log d + 1 ( n ) · log ( n R ) ) equ4 time and 𝒪 ( log ( n R ) ) equ5 status changes.

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