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Average-case complexity

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Average-Case Complexity is a thorough survey of the average-case complexity of problems in NP. The study of the average-case complexity of intractable problems began in the 1970s, motivated by two distinct applications: the developments of the foundations of cryptography and the search for methods to "cope" with the intractability of NP-hard problems. This survey looks at both, and generally examines the current state of knowledge on average-case complexity. Average-Case Complexity is intended for scholars and graduate students in the field of theoretical computer science. The reader will also discover a number of results, insights, and proof techniques whose usefulness goes beyond the study of average-case complexity.

Author(s): Andrej Bogdanov, Luca Trevisan
Series: Foundations and Trends
Publisher: Now Publishers Inc
Year: 2006

Language: English
Pages: 122
City: Hanover, MA