Complexity of infinite-domain constraint satisfaction
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 prese...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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Cambridge, United Kingdom ; New York, NY, USA ; Port Melbourne, VIC, Australia ; New Delhi, India ; Singapore
Cambridge University Press
2021
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| Schriftenreihe: | Lecture notes in logic
52 |
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| Online-Zugang: | DE-12 DE-92 DE-91 DE-91G URL des Erstveröffentlichers |
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| 264 | 1 | |a Cambridge, United Kingdom ; New York, NY, USA ; Port Melbourne, VIC, Australia ; New Delhi, India ; Singapore |b Cambridge University Press |c 2021 | |
| 300 | |a 1 Online-Ressource (ix, 524 Seiten) |b Illustrationen | ||
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| 490 | 1 | |a Lecture notes in logic |v 52 | |
| 500 | |a Title from publisher's bibliographic system (viewed on 28 May 2021) | ||
| 500 | |a Introduction to constraint satisfaction problems -- Model theory -- Primitive positive interpretations -- Countably categorical structures -- Examples -- Universal algebra -- Equality constraint satisfaction problems -- Datalog -- Topology -- Oligomorphic clones -- Ramsey theory -- Temporal constraint satisfaction problems -- Non-dichotomies -- Conclusion and outlook | ||
| 520 | |a 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 | ||
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| 650 | 4 | |a Computational complexity | |
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Datensatz im Suchindex
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
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| id | DE-604.BV047341906 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T08:46:29Z |
| institution | BVB |
| isbn | 9781107337534 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032744284 |
| oclc_num | 1257811212 |
| open_access_boolean | |
| owner | DE-12 DE-92 DE-91G DE-BY-TUM |
| owner_facet | DE-12 DE-92 DE-91G DE-BY-TUM |
| physical | 1 Online-Ressource (ix, 524 Seiten) Illustrationen |
| psigel | ZDB-20-CBO ZDB-20-CBO BSB_PDA_CBO ZDB-20-CBO FHN_PDA_CBO ZDB-20-CBO TUM_Einzelkauf ZDB-20-CBO TUM_Paketkauf_2021 |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | Cambridge University Press |
| record_format | marc |
| series | Lecture notes in logic |
| series2 | Lecture notes in logic |
| spellingShingle | Bodirsky, Manuel 1976- Complexity of infinite-domain constraint satisfaction Lecture notes in logic Constraint programming (Computer science) Computational complexity Linear programming Constraints (Artificial intelligence) / Mathematics Constraint-Erfüllung (DE-588)4580374-2 gnd |
| subject_GND | (DE-588)4580374-2 |
| title | Complexity of infinite-domain constraint satisfaction |
| title_auth | Complexity of infinite-domain constraint satisfaction |
| title_exact_search | Complexity of infinite-domain constraint satisfaction |
| title_full | Complexity of infinite-domain constraint satisfaction Manuel Bodirsky |
| title_fullStr | Complexity of infinite-domain constraint satisfaction Manuel Bodirsky |
| title_full_unstemmed | Complexity of infinite-domain constraint satisfaction Manuel Bodirsky |
| title_short | Complexity of infinite-domain constraint satisfaction |
| title_sort | complexity of infinite domain constraint satisfaction |
| topic | Constraint programming (Computer science) Computational complexity Linear programming Constraints (Artificial intelligence) / Mathematics Constraint-Erfüllung (DE-588)4580374-2 gnd |
| topic_facet | Constraint programming (Computer science) Computational complexity Linear programming Constraints (Artificial intelligence) / Mathematics Constraint-Erfüllung |
| url | https://doi.org/10.1017/9781107337534 |
| volume_link | (DE-604)BV041460285 |
| work_keys_str_mv | AT bodirskymanuel complexityofinfinitedomainconstraintsatisfaction |