Advances in Evolutionary Computing: Theory and Applications
The term evolutionary computing (EC) refers to the study of the foundations and applications of certain heuristic techniques based on the principles of natural evolution, and thus the aim when designing evolutionary algorithms (EAs) is to mimic some of the processes taking place in natural evolution...
Saved in:
| Other Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2003
|
| Edition: | 1st ed. 2003 |
| Series: | Natural Computing Series
|
| Subjects: | |
| Online Access: | UBY01 Volltext |
| Summary: | The term evolutionary computing (EC) refers to the study of the foundations and applications of certain heuristic techniques based on the principles of natural evolution, and thus the aim when designing evolutionary algorithms (EAs) is to mimic some of the processes taking place in natural evolution. Many researchers around the world have been developing EC methodologies for designing intelligent decision-making systems for a variety of real-world problems. This book provides a collection of 40 articles, written by leading experts in the field, containing new material on both the theoretical aspects of EC and demonstrating its usefulness in various kinds of large-scale real-world problems. Of the articles contributed, 23 articles deal with various theoretical aspects of EC and 17 demonstrate successful applications of EC methodologies. |
| Physical Description: | 1 Online-Ressource (XVI, 1006 p) |
| ISBN: | 9783642189654 |
| DOI: | 10.1007/978-3-642-18965-4 |
Staff View
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| index_date | 2024-07-03T16:12:23Z |
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| spelling | Advances in Evolutionary Computing Theory and Applications edited by Ashish Ghosh, Shigeyoshi Tsutsui 1st ed. 2003 Berlin, Heidelberg Springer Berlin Heidelberg 2003 1 Online-Ressource (XVI, 1006 p) txt rdacontent c rdamedia cr rdacarrier Natural Computing Series The term evolutionary computing (EC) refers to the study of the foundations and applications of certain heuristic techniques based on the principles of natural evolution, and thus the aim when designing evolutionary algorithms (EAs) is to mimic some of the processes taking place in natural evolution. Many researchers around the world have been developing EC methodologies for designing intelligent decision-making systems for a variety of real-world problems. This book provides a collection of 40 articles, written by leading experts in the field, containing new material on both the theoretical aspects of EC and demonstrating its usefulness in various kinds of large-scale real-world problems. Of the articles contributed, 23 articles deal with various theoretical aspects of EC and 17 demonstrate successful applications of EC methodologies. Theory of Computation Artificial Intelligence Computer Appl. in Life Sciences Computation by Abstract Devices Algorithm Analysis and Problem Complexity Computers Artificial intelligence Bioinformatics Computational biology Algorithms Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Evolutionäre Programmierung (DE-588)4366915-3 gnd rswk-swf Genetischer Algorithmus (DE-588)4265092-6 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Evolutionärer Algorithmus (DE-588)4366912-8 s DE-604 Evolutionäre Programmierung (DE-588)4366915-3 s Genetischer Algorithmus (DE-588)4265092-6 s Ghosh, Ashish edt Tsutsui, Shigeyoshi edt Erscheint auch als Druck-Ausgabe 9783540433309 Erscheint auch als Druck-Ausgabe 9783642623868 Erscheint auch als Druck-Ausgabe 9783642189661 https://doi.org/10.1007/978-3-642-18965-4 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Advances in Evolutionary Computing Theory and Applications Theory of Computation Artificial Intelligence Computer Appl. in Life Sciences Computation by Abstract Devices Algorithm Analysis and Problem Complexity Computers Artificial intelligence Bioinformatics Computational biology Algorithms Evolutionärer Algorithmus (DE-588)4366912-8 gnd Evolutionäre Programmierung (DE-588)4366915-3 gnd Genetischer Algorithmus (DE-588)4265092-6 gnd |
| subject_GND | (DE-588)4366912-8 (DE-588)4366915-3 (DE-588)4265092-6 (DE-588)4143413-4 |
| title | Advances in Evolutionary Computing Theory and Applications |
| title_auth | Advances in Evolutionary Computing Theory and Applications |
| title_exact_search | Advances in Evolutionary Computing Theory and Applications |
| title_exact_search_txtP | Advances in Evolutionary Computing Theory and Applications |
| title_full | Advances in Evolutionary Computing Theory and Applications edited by Ashish Ghosh, Shigeyoshi Tsutsui |
| title_fullStr | Advances in Evolutionary Computing Theory and Applications edited by Ashish Ghosh, Shigeyoshi Tsutsui |
| title_full_unstemmed | Advances in Evolutionary Computing Theory and Applications edited by Ashish Ghosh, Shigeyoshi Tsutsui |
| title_short | Advances in Evolutionary Computing |
| title_sort | advances in evolutionary computing theory and applications |
| title_sub | Theory and Applications |
| topic | Theory of Computation Artificial Intelligence Computer Appl. in Life Sciences Computation by Abstract Devices Algorithm Analysis and Problem Complexity Computers Artificial intelligence Bioinformatics Computational biology Algorithms Evolutionärer Algorithmus (DE-588)4366912-8 gnd Evolutionäre Programmierung (DE-588)4366915-3 gnd Genetischer Algorithmus (DE-588)4265092-6 gnd |
| topic_facet | Theory of Computation Artificial Intelligence Computer Appl. in Life Sciences Computation by Abstract Devices Algorithm Analysis and Problem Complexity Computers Artificial intelligence Bioinformatics Computational biology Algorithms Evolutionärer Algorithmus Evolutionäre Programmierung Genetischer Algorithmus Aufsatzsammlung |
| url | https://doi.org/10.1007/978-3-642-18965-4 |
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