Heuristic search: theory and applications
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam [u.a.]
Elsevier, Morgan Kaufmann
2012
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| Schlagwörter: | |
| Links: | http://www.sciencedirect.com/science/book/9780123725127 http://www.sciencedirect.com/science/book/9780123725127 http://www.sciencedirect.com/science/book/9780123725127 http://www.sciencedirect.com/science/book/9780123725127 |
| Beschreibung: | Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed. Heuristic search as a problem solving tool is demonstrated in applications for puzzle solving, game playing, constraint satisfaction and machine learning. While no previous familiarity with heuristic search is necessary the reader should have a basic knowledge of algorithms, data structures, and calculus. Real-world case studies and chapter ending exercises help to create a full and realized picture of how search fits into the world of artificial intelligence and the one around us. Provides real-world success stories and case studies for heuristic search algorithms. Includes many AI developments not yet covered in textbooks such as pattern databases, symbolic search, and parallel processing units Includes bibliographical references and index |
| Umfang: | 1 Online-Ressource (XXIV, 836 S.) |
| ISBN: | 9780123725127 0123725127 9780080919737 0080919731 |
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Datensatz im Suchindex
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|---|---|
| any_adam_object | |
| author | Edelkamp, Stefan Schrödl, Stefan |
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| author_facet | Edelkamp, Stefan Schrödl, Stefan |
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| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.1/1 |
| dewey-search | 005.1/1 |
| dewey-sort | 15.1 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
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| id | DE-604.BV042314279 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:07:43Z |
| institution | BVB |
| isbn | 9780123725127 0123725127 9780080919737 0080919731 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027751270 |
| oclc_num | 744636710 |
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| physical | 1 Online-Ressource (XXIV, 836 S.) |
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| publishDate | 2012 |
| publishDateSearch | 2012 |
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| publisher | Elsevier, Morgan Kaufmann |
| record_format | marc |
| spelling | Edelkamp, Stefan Verfasser (DE-588)1017133794 aut Heuristic search theory and applications Stefan Edelkamp ; Stefan Schrödl Amsterdam [u.a.] Elsevier, Morgan Kaufmann 2012 1 Online-Ressource (XXIV, 836 S.) txt rdacontent c rdamedia cr rdacarrier Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed. Heuristic search as a problem solving tool is demonstrated in applications for puzzle solving, game playing, constraint satisfaction and machine learning. While no previous familiarity with heuristic search is necessary the reader should have a basic knowledge of algorithms, data structures, and calculus. Real-world case studies and chapter ending exercises help to create a full and realized picture of how search fits into the world of artificial intelligence and the one around us. Provides real-world success stories and case studies for heuristic search algorithms. Includes many AI developments not yet covered in textbooks such as pattern databases, symbolic search, and parallel processing units Includes bibliographical references and index Artificial intelligence Data structures Computer science COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Informatik Künstliche Intelligenz Heuristic algorithms Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Heuristische Programmierung (DE-588)4434810-1 gnd rswk-swf Strategie (DE-588)4057952-9 gnd rswk-swf Recherche (DE-588)4121560-6 gnd rswk-swf Electronic books Künstliche Intelligenz (DE-588)4033447-8 s Recherche (DE-588)4121560-6 s Strategie (DE-588)4057952-9 s Heuristische Programmierung (DE-588)4434810-1 s DE-604 Schrödl, Stefan Verfasser (DE-588)1017134154 aut Erscheint auch als Druck-Ausgabe 978-0-12-372512-7 http://www.sciencedirect.com/science/book/9780123725127 Verlag Volltext |
| spellingShingle | Edelkamp, Stefan Schrödl, Stefan Heuristic search theory and applications Artificial intelligence Data structures Computer science COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Informatik Künstliche Intelligenz Heuristic algorithms Künstliche Intelligenz (DE-588)4033447-8 gnd Heuristische Programmierung (DE-588)4434810-1 gnd Strategie (DE-588)4057952-9 gnd Recherche (DE-588)4121560-6 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4434810-1 (DE-588)4057952-9 (DE-588)4121560-6 |
| title | Heuristic search theory and applications |
| title_auth | Heuristic search theory and applications |
| title_exact_search | Heuristic search theory and applications |
| title_full | Heuristic search theory and applications Stefan Edelkamp ; Stefan Schrödl |
| title_fullStr | Heuristic search theory and applications Stefan Edelkamp ; Stefan Schrödl |
| title_full_unstemmed | Heuristic search theory and applications Stefan Edelkamp ; Stefan Schrödl |
| title_short | Heuristic search |
| title_sort | heuristic search theory and applications |
| title_sub | theory and applications |
| topic | Artificial intelligence Data structures Computer science COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Informatik Künstliche Intelligenz Heuristic algorithms Künstliche Intelligenz (DE-588)4033447-8 gnd Heuristische Programmierung (DE-588)4434810-1 gnd Strategie (DE-588)4057952-9 gnd Recherche (DE-588)4121560-6 gnd |
| topic_facet | Artificial intelligence Data structures Computer science COMPUTERS / Programming / Open Source COMPUTERS / Software Development & Engineering / Tools COMPUTERS / Software Development & Engineering / General Informatik Künstliche Intelligenz Heuristic algorithms Heuristische Programmierung Strategie Recherche |
| url | http://www.sciencedirect.com/science/book/9780123725127 |
| work_keys_str_mv | AT edelkampstefan heuristicsearchtheoryandapplications AT schrodlstefan heuristicsearchtheoryandapplications |