P, NP, and NP-Completeness: The Basics of Complexity Theory

E123824

"P, NP, and NP-Completeness: The Basics of Complexity Theory" is a foundational textbook by Oded Goldreich that introduces the core concepts, problems, and techniques of computational complexity theory, with a focus on the classes P, NP, and NP-complete problems.

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Predicate Object
instanceOf complexity theory textbook ⓘ
computer science book ⓘ
non-fiction book ⓘ
textbook ⓘ
author Oded Goldreich ⓘ
coversConcept combinatorial problems ⓘ
complete problems for NP ⓘ
complexity-theoretic proof techniques ⓘ
decision vs search problems ⓘ
formal problem reductions ⓘ
nondeterministic Turing machines ⓘ
time complexity ⓘ
educationalObjective develop formal reasoning about efficiency ⓘ
introduce basics of computational complexity ⓘ
emphasis clarity of definitions ⓘ
foundational understanding over breadth ⓘ
rigorous proofs ⓘ
field computational complexity theory ⓘ
theoretical computer science ⓘ
focus core concepts of complexity theory ⓘ
formal definitions of complexity classes ⓘ
mathematical rigor in complexity theory ⓘ
techniques for proving NP-completeness ⓘ
genre academic textbook ⓘ
hasPerspective theoretical and rigorous ⓘ
intendedAudience advanced undergraduates ⓘ
graduate students ⓘ
researchers in theoretical computer science ⓘ
language English ⓘ
mainTopic Cook–Levin theorem ⓘ
NP-complete problems ⓘ
NP-hardness ⓘ
P versus NP problem ⓘ
SAT problem ⓘ
completeness notions in complexity ⓘ
complexity class NP ⓘ
complexity class P ⓘ
computational complexity ⓘ
decision problems ⓘ
polynomial-time algorithms ⓘ
polynomial-time reductions ⓘ
reductions in complexity theory ⓘ
relatedAuthor Oded Goldreich ⓘ
relatedWork Computational Complexity: A Conceptual Perspective ⓘ
usedIn courses on computational complexity ⓘ
courses on theory of computation ⓘ

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Full triples — surface form annotated when it differs from this entity's canonical label.

Oded Goldreich → authorOf → P, NP, and NP-Completeness: The Basics of Complexity Theory ⓘ