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Complexity of Infinite-Domain Constraint Satisfaction

Hardback

Main Details

Title Complexity of Infinite-Domain Constraint Satisfaction
Authors and Contributors      By (author) Manuel Bodirsky
SeriesLecture Notes in Logic
Physical Properties
Format:Hardback
Pages:300
Dimensions(mm): Height 235,Width 158
Category/GenreMathematical theory of computation
Artificial intelligence
ISBN/Barcode 9781107042841
ClassificationsDewey:005.116
Audience
Professional & Vocational

Publishing Details

Publisher Cambridge University Press
Imprint Cambridge University Press
Publication Date 10 June 2021
Publication Country United Kingdom

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.

Author Biography

Manuel Bodirsky is Professor at the Institute for Algebra in the Faculty of Mathematics at TU Dresden.