Genetic Programming Theory and Practice:
Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer US
2003
|
| Ausgabe: | 1st ed. 2003 |
| Schriftenreihe: | Genetic Programming
6 |
| Schlagworte: | |
| Online-Zugang: | DE-706 Volltext |
| Zusammenfassung: | Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory |
| Beschreibung: | 1 Online-Ressource (XVI, 317 p) |
| ISBN: | 9781441989833 |
| DOI: | 10.1007/978-1-4419-8983-3 |
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| spelling | Genetic Programming Theory and Practice edited by Rick Riolo, Bill Worzel 1st ed. 2003 New York, NY Springer US 2003 1 Online-Ressource (XVI, 317 p) txt rdacontent c rdamedia cr rdacarrier Genetic Programming 6 Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory Data Structures and Information Theory Artificial Intelligence Theory of Computation Electrical Engineering Data structures (Computer science) Artificial intelligence Computers Electrical engineering Genetische Programmierung (DE-588)4500172-8 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2003 Ann Arbor Mich. gnd-content Genetische Programmierung (DE-588)4500172-8 s DE-604 Riolo, Rick edt Worzel, Bill edt Erscheint auch als Druck-Ausgabe 9781461347477 Erscheint auch als Druck-Ausgabe 9781402075810 Erscheint auch als Druck-Ausgabe 9781441989840 https://doi.org/10.1007/978-1-4419-8983-3 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Genetic Programming Theory and Practice Data Structures and Information Theory Artificial Intelligence Theory of Computation Electrical Engineering Data structures (Computer science) Artificial intelligence Computers Electrical engineering Genetische Programmierung (DE-588)4500172-8 gnd |
| subject_GND | (DE-588)4500172-8 (DE-588)1071861417 |
| title | Genetic Programming Theory and Practice |
| title_auth | Genetic Programming Theory and Practice |
| title_exact_search | Genetic Programming Theory and Practice |
| title_exact_search_txtP | Genetic Programming Theory and Practice |
| title_full | Genetic Programming Theory and Practice edited by Rick Riolo, Bill Worzel |
| title_fullStr | Genetic Programming Theory and Practice edited by Rick Riolo, Bill Worzel |
| title_full_unstemmed | Genetic Programming Theory and Practice edited by Rick Riolo, Bill Worzel |
| title_short | Genetic Programming Theory and Practice |
| title_sort | genetic programming theory and practice |
| topic | Data Structures and Information Theory Artificial Intelligence Theory of Computation Electrical Engineering Data structures (Computer science) Artificial intelligence Computers Electrical engineering Genetische Programmierung (DE-588)4500172-8 gnd |
| topic_facet | Data Structures and Information Theory Artificial Intelligence Theory of Computation Electrical Engineering Data structures (Computer science) Artificial intelligence Computers Electrical engineering Genetische Programmierung Konferenzschrift 2003 Ann Arbor Mich. |
| url | https://doi.org/10.1007/978-1-4419-8983-3 |
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