Complexity of Infinite-Domain Constraint Satisfaction
Published on 25. August 2021
538 pages
978-1-009-15863-3 (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
Illustrations
Worked examples or Exercises
File size
5,07 MB
ISBN-13
978-1-009-15863-3 (9781009158633)
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Schweitzer Classification
Other editions
Additional editions
Manuel Bodirsky
Complexity of Infinite-Domain Constraint Satisfaction
Book
06/2021
Cambridge University Press
€177.50
Shipment within 15-20 days
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.
