Heuristic search: theory and applications
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....
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam Boston
Elsevier/Morgan Kaufmann
© 2012
|
| Schlagwörter: | |
| Links: | http://www.sciencedirect.com/science/book/9780123725127 http://www.sciencedirect.com/science/book/9780123725127 |
| Zusammenfassung: | 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 |
| Beschreibung: | Includes bibliographical references and index |
| Umfang: | 1 online resource (xxiv, 836 pages) illustrations |
| ISBN: | 9780123725127 0123725127 9780080919737 0080919731 |
Internformat
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| 520 | |a 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 | ||
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Datensatz im Suchindex
| _version_ | 1818985993763553280 |
|---|---|
| any_adam_object | |
| author | Edelkamp, Stefan |
| author_facet | Edelkamp, Stefan |
| author_role | aut |
| author_sort | Edelkamp, Stefan |
| author_variant | s e se |
| building | Verbundindex |
| bvnumber | BV046125629 |
| classification_rvk | ST 300 |
| collection | ZDB-33-ESD |
| ctrlnum | (ZDB-33-ESD)ocn744636710 (OCoLC)744636710 (DE-599)BVBBV046125629 |
| dewey-full | 005.1/1 |
| dewey-hundreds | 000 - Computer science, information, general works |
| 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 |
| format | Electronic eBook |
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| id | DE-604.BV046125629 |
| illustrated | Illustrated |
| indexdate | 2024-12-20T18:43:44Z |
| institution | BVB |
| isbn | 9780123725127 0123725127 9780080919737 0080919731 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031506082 |
| oclc_num | 744636710 |
| open_access_boolean | |
| physical | 1 online resource (xxiv, 836 pages) illustrations |
| psigel | ZDB-33-ESD ZDB-33-ESD FLA_PDA_ESD |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Elsevier/Morgan Kaufmann |
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| spelling | Edelkamp, Stefan Verfasser aut Heuristic search theory and applications Stefan Edelkamp, Stefan Schrödl Amsterdam Boston Elsevier/Morgan Kaufmann © 2012 1 online resource (xxiv, 836 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index 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 COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Heuristic algorithms fast Artificial intelligence Data structures Computer science Heuristic algorithms Strategie (DE-588)4057952-9 gnd rswk-swf Heuristische Programmierung (DE-588)4434810-1 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Recherche (DE-588)4121560-6 gnd rswk-swf 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 1\p DE-604 Schrödl, Stefan Sonstige oth Erscheint auch als Druck-Ausgabe 0123725127 Erscheint auch als Druck-Ausgabe 9780123725127 http://www.sciencedirect.com/science/book/9780123725127 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Edelkamp, Stefan Heuristic search theory and applications COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Heuristic algorithms fast Artificial intelligence Data structures Computer science Heuristic algorithms Strategie (DE-588)4057952-9 gnd Heuristische Programmierung (DE-588)4434810-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Recherche (DE-588)4121560-6 gnd |
| subject_GND | (DE-588)4057952-9 (DE-588)4434810-1 (DE-588)4033447-8 (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 | COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Heuristic algorithms fast Artificial intelligence Data structures Computer science Heuristic algorithms Strategie (DE-588)4057952-9 gnd Heuristische Programmierung (DE-588)4434810-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Recherche (DE-588)4121560-6 gnd |
| topic_facet | COMPUTERS / Programming / Open Source COMPUTERS / Software Development & Engineering / Tools COMPUTERS / Software Development & Engineering / General Heuristic algorithms Artificial intelligence Data structures Computer science Strategie Heuristische Programmierung Künstliche Intelligenz Recherche |
| url | http://www.sciencedirect.com/science/book/9780123725127 |
| work_keys_str_mv | AT edelkampstefan heuristicsearchtheoryandapplications AT schrodlstefan heuristicsearchtheoryandapplications |