
Complexity of Infinite-Domain Constraint Satisfaction
Manuel Bodirsky(Author)
Cambridge University Press
Published on 10. June 2021
Book
Hardback
538 pages
978-1-107-04284-1 (ISBN)
Description
Constraint Satisfaction Problems (CSPs) are natural computational problems that appear in many areas of theoretical computer science. Exploring which CSPs are solvable in polynomial time and which are NP-hard reveals a surprising link with central questions in universal algebra. This monograph presents a self-contained introduction to the universal-algebraic approach to complexity classification, treating both finite and infinite-domain CSPs. It includes the required background from logic and combinatorics, particularly model theory and Ramsey theory, and explains the recently discovered link between Ramsey theory and topological dynamics and its implications for CSPs. The book will be of interest to graduate students and researchers in theoretical computer science and to mathematicians in logic, combinatorics, and dynamics who wish to learn about the applications of their work in complexity theory.
Reviews / Votes
'... this book is essential reading for anyone with the vaguest interest in computational complexity, as well as for those curious about potential applications of model theory and universal algebra. It brings together decades of intense research by different research communities in a uniform format.' Victor Lagerkvist, MathSciNetMore details
Series
Language
English
Place of publication
Cambridge
United Kingdom
Target group
Professional and scholarly
Dimensions
Height: 235 mm
Width: 157 mm
Thickness: 36 mm
Weight
1015 gr
ISBN-13
978-1-107-04284-1 (9781107042841)
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Schweitzer Classification
Other editions
Additional editions

Manuel Bodirsky
Complexity of Infinite-Domain Constraint Satisfaction
E-Book
08/2021
Cambridge University Press
€127.99
Available for download
Person
Manuel Bodirsky is Professor at the Institute for Algebra in the Faculty of Mathematics at TU Dresden.
Content
1. Introduction to constraint satisfaction problems; 2. Model theory; 3. Primitive positive interpretations; 4. Countably categorical structures; 5. Examples; 6. Universal algebra; 7. Equality constraint satisfaction problems; 8. Datalog; 9. Topology; 10. Oligomorphic clones; 11. Ramsey theory; 12. Temporal constraint satisfaction problems; 13. Non-dichotomies; 14. Conclusion and outlook; References; Index.