Pseudorandomness

被引:248
作者
Vadhan, Salil P. [1 ]
机构
[1] Harvard Univ, Sch Engn & Appl Sci, Cambridge, MA 02138 USA
来源
FOUNDATIONS AND TRENDS IN THEORETICAL COMPUTER SCIENCE | 2011年 / 7卷 / 1-3期
关键词
D O I
10.1561/0400000010
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This is a survey of pseudorandomness, the theory of efficiently generating objects that "look random" despite being constructed using little or no randomness. This theory has significance for a number of areas in computer science and mathematics, including computational complexity, algorithms, cryptography, combinatorics, communications, and additive number theory. Our treatment places particular emphasis on the intimate connections that have been discovered between a variety of fundamental "pseudorandom objects" that at first seem very different in nature: expander graphs, randomness extractors, list-decodable error-correcting codes, samplers, and pseudorandom generators. The structure of the presentation is meant to be suitable for teaching in a graduate-level course, with exercises accompanying each section.
引用
收藏
页码:1 / 336
页数:38
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