A finite dominating set of cardinality O(k) and a witness set of cardinality O(n) for 1.5D terrain guarding problem

A finite dominating set of cardinality O(k) and a witness set of cardinality O(n) for 1.5D terrain guarding problem

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Article ID: iaor20172740
Volume: 254
Issue: 1
Start Page Number: 37
End Page Number: 46
Publication Date: Jul 2017
Journal: Annals of Operations Research
Authors:
Keywords: graphs, combinatorial optimization, heuristics, programming: integer
Abstract:

1.5 dimensional (1.5D) terrain is characterized by a piecewise linear curve. Locating minimum number of guards on the terrain (T) to cover/guard the whole terrain is known as 1.5D terrain guarding problem. Approximation algorithms and a polynomial‐time approximation scheme have been presented for the problem. The problem has been shown to be NP‐Hard. In the problem, the set of possible guard locations and the set of points to be guarded are uncountable. To solve the problem to optimality, a finite dominating set (FDS) of size O ( n 2 ) equ1 and a witness set of size O ( n 3 ) equ2 have been presented, where n is the number of vertices on T. We show that there exists an even smaller FDS of cardinality O ( k ) equ3 and a witness set of cardinality O(n), where k is the number of convex points. Convex points are vertices with the additional property that between any two convex points the piecewise linear curve representing the terrain is convex. Since it is always true that k n equ4 for n 2 equ5 and since it is possible to construct terrains such that n = 2 k equ6 , the existence of an FDS with cardinality O(k) and a witness set of cardinality of O ( n ) equ7 leads to the reduction of decision variables and constraints respectively in the zero‐one integer programming formulation of the problem.

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