Lecture Notes on Bucket Algorithms

Language: English

Published by Birkhäuser, Birkhäuser Jan 1985, 1985

0817633286 / 9780817633288

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This item is printed on demand - Print on Demand Titel. Neuware -Hashing algorithms scramble data and create pseudo-uniform data distribu tions. Bucket algorithms operate on raw untransformed data which are parti tioned Into groups according to membership In equl-slzed d-dlmenslonal hyperrec tangles, called cells or buckets. The bucket data structure Is rather sensitive to the distribution of the data. In these lecture notes, we attempt to explain the connection between the expected time of various bucket algorithms and the dis tribution of the data. The results are Illustrated on standard searching, sorting and selection problems, as well as on a variety of problems In computational geometry and operations research. The notes grew partially from a graduate course on probability theory In computer science. I wish to thank Elizabeth Van Gulick for her help with the manuscript, and David Avis, Hanna AYukawa, Vasek Chvatal, Beatrice Devroye, Hossam EI Glndy, Duncan McCallum, Magda McCallum, Godfrled Toussaint and Sue Whltesldes'for making the School of Computer Science at McGill University such an enjoyable place. The work was supported by NSERC Grant A3456 and by FCAC Grant EQ-1679. INTRODUCTION 1 INTRODUCTION It Is not a secret that methods based upon the truncation of data have good expected time performance. For example, for nice distributions of the data, searching Is often better done via a hashing data structure Instead of via a search tree. The speed one observes In practice Is due to the fact that the truncation operation Is a constant time operation.Springer Nature c/o IBS, Benzstrasse 21, 48619 Heek 160 pp. Englisch.…

Seller Inventory # 9780817633288

Title
Lecture Notes on Bucket Algorithms
Author
Devroye
Publisher
Birkhäuser, Birkhäuser Jan 1985
Publication year
1985
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0817633286
ISBN 13
9780817633288
Item weight
242 grams
Dimensions
229x152x9 mm

buchversandmimpf2000

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