An average case analysis of the minimum spanning tree heuristic for the power assignment problem: DE GRAAF et al..

RANDOM STRUCTURES & ALGORITHMS(2019)

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摘要
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.
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关键词
ad-hoc networks,analysis of algorithms,approximation algorithms,average case analysis,point processes,power assignment,range assignment
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