Andrej Bogdanov | Akateeminen Kirjakauppa

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. The book 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.