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On Time-Space Efficiency of Digital Trees with Adaptive Multidigit Branching
Authors:Yu. A. Reznik
Affiliation:(1) RealNetworks, Inc., Seattle, WA, USA
Abstract:Parameters of time-space efficiency and sparseness of nodes in trees with adaptive multidigit branching are studied. Both precise and asymptotic expressions, describing average behavior of these parameters in a memoryless model, are obtained. These expressions are used to establish a relation between parameters. As a result, conditions of time-space optimality of trees constructed with the use of Nilsson and Tikkanen algorithm are obtained.
Keywords:digital search  digital trees with adaptive branching  LC-trees  analysis of expected behavior of algorithms  Bernoulli model  asymptotic analysis  Rice integral  saddle-point method  Van-der-Waerden conversion
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