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An average case analysis of the minimum spanning tree heuristic for the power assignment problem
Authors:Maurits Graaf  Richard J. Boucherie  Johann L. Hurink  Jan‐Kees van Ommeren
Abstract:We present an average case analysis of the minimum spanning tree heuristic for the power assignment problem. The worst‐case approximation ratio of this heuristic is 2. We show that in Euclidean d‐dimensional space, when the vertex set consists of a set of i.i.d. uniform random independent, identically distributed random variables in [0,1]d, and the distance power gradient equals the dimension d, the minimum spanning tree‐based power assignment converges completely to a constant depending only on d.
Keywords:ad‐hoc networks  analysis of algorithms  approximation algorithms  average case analysis  point processes  power assignment  range assignment
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