Digital trees or tries are a general purpose flexible data structure that implements dictionaries built on words. The present paper is focussed on the average-case analysis of an important parameter of this tree-structure, i.e., the stack-size. The stack-size of a tree is the memory needed by a storage-optimal preorder traversal. The analysis is carried out under a general model in which words are produced by a source (in the information-theoretic sense) that emits symbols. Under some natural assumptions that encompass all commonly used data models (and more), we obtain a precise average-case and probabilistic analysis of stack-size. Furthermore, we study the dependency between the stack-size and the ordering on symbols in the alphabet: we establish that, when the source emits independent symbols, the optimal ordering arises when the most probable symbol is the last one in this order.
@article{ITA_2001__35_2_163_0, author = {Bourdon, J\'er\'emie and Nebel, Markus and Vall\'ee, Brigitte}, title = {On the stack-size of general tries}, journal = {RAIRO - Theoretical Informatics and Applications - Informatique Th\'eorique et Applications}, volume = {35}, year = {2001}, pages = {163-185}, mrnumber = {1862461}, zbl = {1016.68064}, language = {en}, url = {http://dml.mathdoc.fr/item/ITA_2001__35_2_163_0} }
Bourdon, Jérémie; Nebel, Markus; Vallée, Brigitte. On the stack-size of general tries. RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications, Tome 35 (2001) pp. 163-185. http://gdmltest.u-ga.fr/item/ITA_2001__35_2_163_0/
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