Computational Complexity

von Oded Goldreich

632 Seiten, Hardcover

Kurzbeschreibung des Verlags

Complexity theory is a central field of the theoretical foundations of computer science. It is concerned with the general study of the intrinsic complexity of computational tasks; that is, it addresses the question of what can be achieved within limited time (and/or with other limited natural computational resources). This book offers a conceptual perspective on complexity theory. It is intended to serve as an introduction for advanced undergraduate and graduate students, either as a textbook or for self-study. The book will also be useful to experts, since it provides expositions of the various sub-areas of complexity theory such as hardness amplification, pseudorandomness and probabilistic proof systems. In each case, the author starts by posing the intuitive questions that are addressed by the sub-area and then discusses the choices made in the actual formulation of these questions, the approaches that lead to the answers, and the ideas that are embedded in these answers.

• Themen: Informatik und Informationstechnologie Allgemeine Themen
• ISBN: 9780521884730
• Sprache: Englisch
• Erscheinungsdatum: 13.01.2015
• Größe: 260 x 183 mm
• Verlag: Cambridge University Press