Introduction to Evolutionary Computing:
Evolutionary Computing is the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. These techniques are being increasingly widely applied to a variety of problems, ranging from practical applications...
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| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2003
|
| Ausgabe: | 1st ed. 2003 |
| Schriftenreihe: | Natural Computing Series
|
| Schlagworte: | |
| Online-Zugang: | UBY01 Volltext |
| Zusammenfassung: | Evolutionary Computing is the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. These techniques are being increasingly widely applied to a variety of problems, ranging from practical applications in industry and commerce to leading-edge scientific research. This book presents the first complete overview of this exciting field aimed directly at lecturers and graduate and undergraduate students. It is also meant for those who wish to apply evolutionary computing to a particular problem or within a given application area. To this group the book is valuable because it presents EC as something to be used rather than just studied. Last, but not least, this book contains quick-reference information on the current state-of-the-art in a wide range of related topics, so it is of interest not just to evolutionary computing specialists but to researchers working in other fields |
| Beschreibung: | 1 Online-Ressource (XV, 300 p) |
| ISBN: | 9783662050941 |
| DOI: | 10.1007/978-3-662-05094-1 |
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| doi_str_mv | 10.1007/978-3-662-05094-1 |
| edition | 1st ed. 2003 |
| format | Electronic eBook |
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| index_date | 2024-07-03T16:12:23Z |
| indexdate | 2024-07-10T09:01:35Z |
| institution | BVB |
| isbn | 9783662050941 |
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| spelling | Eiben, Agoston E. Verfasser aut Introduction to Evolutionary Computing by Agoston E. Eiben, J.E. Smith 1st ed. 2003 Berlin, Heidelberg Springer Berlin Heidelberg 2003 1 Online-Ressource (XV, 300 p) txt rdacontent c rdamedia cr rdacarrier Natural Computing Series Evolutionary Computing is the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. These techniques are being increasingly widely applied to a variety of problems, ranging from practical applications in industry and commerce to leading-edge scientific research. This book presents the first complete overview of this exciting field aimed directly at lecturers and graduate and undergraduate students. It is also meant for those who wish to apply evolutionary computing to a particular problem or within a given application area. To this group the book is valuable because it presents EC as something to be used rather than just studied. Last, but not least, this book contains quick-reference information on the current state-of-the-art in a wide range of related topics, so it is of interest not just to evolutionary computing specialists but to researchers working in other fields Theory of Computation Artificial Intelligence Computers Artificial intelligence Soft Computing (DE-588)4455833-8 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Robotik (DE-588)4261462-4 gnd rswk-swf Informationstheorie (DE-588)4026927-9 gnd rswk-swf Evolutionärer Algorithmus (DE-588)4366912-8 gnd rswk-swf Technik (DE-588)4059205-4 gnd rswk-swf Lineare Optimierung (DE-588)4035816-1 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Evolutionsstrategie (DE-588)4015930-9 gnd rswk-swf Genetische Programmierung (DE-588)4500172-8 gnd rswk-swf Evolutionsstrategie (DE-588)4015930-9 s DE-604 Informatik (DE-588)4026894-9 s Informationstheorie (DE-588)4026927-9 s Künstliche Intelligenz (DE-588)4033447-8 s Lineare Optimierung (DE-588)4035816-1 s Technik (DE-588)4059205-4 s Genetische Programmierung (DE-588)4500172-8 s Soft Computing (DE-588)4455833-8 s Evolutionärer Algorithmus (DE-588)4366912-8 s Robotik (DE-588)4261462-4 s Smith, J.E. aut Erscheint auch als Druck-Ausgabe 9783642072857 Erscheint auch als Druck-Ausgabe 9783540401841 Erscheint auch als Druck-Ausgabe 9783662050958 https://doi.org/10.1007/978-3-662-05094-1 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Eiben, Agoston E. Smith, J.E Introduction to Evolutionary Computing Theory of Computation Artificial Intelligence Computers Artificial intelligence Soft Computing (DE-588)4455833-8 gnd Informatik (DE-588)4026894-9 gnd Robotik (DE-588)4261462-4 gnd Informationstheorie (DE-588)4026927-9 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Technik (DE-588)4059205-4 gnd Lineare Optimierung (DE-588)4035816-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Evolutionsstrategie (DE-588)4015930-9 gnd Genetische Programmierung (DE-588)4500172-8 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4026894-9 (DE-588)4261462-4 (DE-588)4026927-9 (DE-588)4366912-8 (DE-588)4059205-4 (DE-588)4035816-1 (DE-588)4033447-8 (DE-588)4015930-9 (DE-588)4500172-8 |
| title | Introduction to Evolutionary Computing |
| title_auth | Introduction to Evolutionary Computing |
| title_exact_search | Introduction to Evolutionary Computing |
| title_exact_search_txtP | Introduction to Evolutionary Computing |
| title_full | Introduction to Evolutionary Computing by Agoston E. Eiben, J.E. Smith |
| title_fullStr | Introduction to Evolutionary Computing by Agoston E. Eiben, J.E. Smith |
| title_full_unstemmed | Introduction to Evolutionary Computing by Agoston E. Eiben, J.E. Smith |
| title_short | Introduction to Evolutionary Computing |
| title_sort | introduction to evolutionary computing |
| topic | Theory of Computation Artificial Intelligence Computers Artificial intelligence Soft Computing (DE-588)4455833-8 gnd Informatik (DE-588)4026894-9 gnd Robotik (DE-588)4261462-4 gnd Informationstheorie (DE-588)4026927-9 gnd Evolutionärer Algorithmus (DE-588)4366912-8 gnd Technik (DE-588)4059205-4 gnd Lineare Optimierung (DE-588)4035816-1 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Evolutionsstrategie (DE-588)4015930-9 gnd Genetische Programmierung (DE-588)4500172-8 gnd |
| topic_facet | Theory of Computation Artificial Intelligence Computers Artificial intelligence Soft Computing Informatik Robotik Informationstheorie Evolutionärer Algorithmus Technik Lineare Optimierung Künstliche Intelligenz Evolutionsstrategie Genetische Programmierung |
| url | https://doi.org/10.1007/978-3-662-05094-1 |
| work_keys_str_mv | AT eibenagostone introductiontoevolutionarycomputing AT smithje introductiontoevolutionarycomputing |