Soft Computing in Industrial Applications:
This book contains recent theoretical innovations and a comprehensive collection of industrial applications in the emerging field of Soft Computing. Soft computing is a new form of artificial intelligence and it consists of four core methodologies: Fuzzy Computing, Neuro Computing, Evolutionary Comp...
Gespeichert in:
| Weitere Verfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Springer London
2000
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| Ausgabe: | 1st ed. 2000 |
| Schlagworte: | |
| Online-Zugang: | UBY01 URL des Eerstveröffentlichers |
| Zusammenfassung: | This book contains recent theoretical innovations and a comprehensive collection of industrial applications in the emerging field of Soft Computing. Soft computing is a new form of artificial intelligence and it consists of four core methodologies: Fuzzy Computing, Neuro Computing, Evolutionary Computation, and Probabilistic Computing. These individual techniques are clearly complementary or synergistic rather than competitive. Therefore, it is a common practice to combine two or three methodologies when solving complex problems. Also the systematic fusion of soft computing and hard computing is a highly potential alternative to be considered. Soft computing methodologies are suitable for various real-world applications, because the available information and system knowledge are often imprecise, un certain, or partially even incorrect. To handle such demanding conditions and obtain the required robustness with pure hard computing would typically be either very difficult or expensive. This book is a unique collection of technical articles providing a thorough overview of the state-of-the-art theory and industrial applications. The core articles on evolutionary computation, fuzzy computing, and neuro computing are of particular interest to researchers and practicing engineers |
| Beschreibung: | 1 Online-Ressource (XV, 670 p) |
| ISBN: | 9781447105091 |
| DOI: | 10.1007/978-1-4471-0509-1 |
Internformat
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| 520 | |a This book contains recent theoretical innovations and a comprehensive collection of industrial applications in the emerging field of Soft Computing. Soft computing is a new form of artificial intelligence and it consists of four core methodologies: Fuzzy Computing, Neuro Computing, Evolutionary Computation, and Probabilistic Computing. These individual techniques are clearly complementary or synergistic rather than competitive. Therefore, it is a common practice to combine two or three methodologies when solving complex problems. Also the systematic fusion of soft computing and hard computing is a highly potential alternative to be considered. Soft computing methodologies are suitable for various real-world applications, because the available information and system knowledge are often imprecise, un certain, or partially even incorrect. To handle such demanding conditions and obtain the required robustness with pure hard computing would typically be either very difficult or expensive. This book is a unique collection of technical articles providing a thorough overview of the state-of-the-art theory and industrial applications. The core articles on evolutionary computation, fuzzy computing, and neuro computing are of particular interest to researchers and practicing engineers | ||
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| discipline | Informatik |
| discipline_str_mv | Informatik |
| doi_str_mv | 10.1007/978-1-4471-0509-1 |
| edition | 1st ed. 2000 |
| format | Electronic eBook |
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| index_date | 2024-07-03T16:12:22Z |
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| spelling | Soft Computing in Industrial Applications edited by Yukinori Suzuki, Seppo J. Ovaska, Takeshi Furuhashi, Rajkumar Roy, Yasuhiko Dote 1st ed. 2000 London Springer London 2000 1 Online-Ressource (XV, 670 p) txt rdacontent c rdamedia cr rdacarrier This book contains recent theoretical innovations and a comprehensive collection of industrial applications in the emerging field of Soft Computing. Soft computing is a new form of artificial intelligence and it consists of four core methodologies: Fuzzy Computing, Neuro Computing, Evolutionary Computation, and Probabilistic Computing. These individual techniques are clearly complementary or synergistic rather than competitive. Therefore, it is a common practice to combine two or three methodologies when solving complex problems. Also the systematic fusion of soft computing and hard computing is a highly potential alternative to be considered. Soft computing methodologies are suitable for various real-world applications, because the available information and system knowledge are often imprecise, un certain, or partially even incorrect. To handle such demanding conditions and obtain the required robustness with pure hard computing would typically be either very difficult or expensive. This book is a unique collection of technical articles providing a thorough overview of the state-of-the-art theory and industrial applications. The core articles on evolutionary computation, fuzzy computing, and neuro computing are of particular interest to researchers and practicing engineers Artificial Intelligence Complexity Theory of Computation Artificial intelligence Computational complexity Computers Industrie (DE-588)4026779-9 gnd rswk-swf Anwendung (DE-588)4196864-5 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1999 gnd-content Soft Computing (DE-588)4455833-8 s Anwendung (DE-588)4196864-5 s Industrie (DE-588)4026779-9 s DE-604 Suzuki, Yukinori edt Ovaska, Seppo J. edt Furuhashi, Takeshi edt Roy, Rajkumar edt Erscheint auch als Druck-Ausgabe 9781447111559 Erscheint auch als Druck-Ausgabe 9781852332938 Erscheint auch als Druck-Ausgabe 9781447105107 https://doi.org/10.1007/978-1-4471-0509-1 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Soft Computing in Industrial Applications Artificial Intelligence Complexity Theory of Computation Artificial intelligence Computational complexity Computers Industrie (DE-588)4026779-9 gnd Anwendung (DE-588)4196864-5 gnd Soft Computing (DE-588)4455833-8 gnd |
| subject_GND | (DE-588)4026779-9 (DE-588)4196864-5 (DE-588)4455833-8 (DE-588)1071861417 |
| title | Soft Computing in Industrial Applications |
| title_auth | Soft Computing in Industrial Applications |
| title_exact_search | Soft Computing in Industrial Applications |
| title_exact_search_txtP | Soft Computing in Industrial Applications |
| title_full | Soft Computing in Industrial Applications edited by Yukinori Suzuki, Seppo J. Ovaska, Takeshi Furuhashi, Rajkumar Roy, Yasuhiko Dote |
| title_fullStr | Soft Computing in Industrial Applications edited by Yukinori Suzuki, Seppo J. Ovaska, Takeshi Furuhashi, Rajkumar Roy, Yasuhiko Dote |
| title_full_unstemmed | Soft Computing in Industrial Applications edited by Yukinori Suzuki, Seppo J. Ovaska, Takeshi Furuhashi, Rajkumar Roy, Yasuhiko Dote |
| title_short | Soft Computing in Industrial Applications |
| title_sort | soft computing in industrial applications |
| topic | Artificial Intelligence Complexity Theory of Computation Artificial intelligence Computational complexity Computers Industrie (DE-588)4026779-9 gnd Anwendung (DE-588)4196864-5 gnd Soft Computing (DE-588)4455833-8 gnd |
| topic_facet | Artificial Intelligence Complexity Theory of Computation Artificial intelligence Computational complexity Computers Industrie Anwendung Soft Computing Konferenzschrift 1999 |
| url | https://doi.org/10.1007/978-1-4471-0509-1 |
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