Genetic Programming
European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings
Editors: Poli, R., Banzhaf, W., Langdon, W.B., Miller, J.F., Nordin, P., Fogarty, T.C. (Eds.)
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- About this book
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This volume contains the proceedings of EuroGP 2000, the European Conf- ence on Genetic Programming, held in Edinburgh on the 15th and 16th April 2000. This event was the third in a series which started with the two European workshops: EuroGP’98, held in Paris in April 1998, and EuroGP’99, held in Gothenburg in May 1999. EuroGP 2000 was held in conjunction with EvoWo- shops 2000 (17th April) and ICES 2000 (17th-19th April). Genetic Programming (GP) is a growing branch of Evolutionary Compu- tion in which the structures in the population being evolved are computer p- grams. GP has been applied successfully to a large number of di?cult problems like automatic design, pattern recognition, robotic control, synthesis of neural networks, symbolic regression, music and picture generation, biomedical app- cations, etc. In recent years,even human-competitive results have been achieved by a number of groups. EuroGP 2000, the ?rst evolutionary computation conference of the new m- lennium, was the biggest event devoted to genetic programming to be held in Europe in 2000. It was a high quality conference where state-of-the-art work on the theory of GP and applications of GP to real world problems was presented.
- Table of contents (27 chapters)
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On the Impact of the Representation on Fitness Landscapes
Pages 1-15
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The Legion System: A Novel Approach to Evolving Heterogeneity for Collective Problem Solving
Pages 16-28
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Metric Based Evolutionary Algorithms
Pages 29-43
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Register Based Genetic Programming on FPGA Computing Platforms
Pages 44-59
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An Extrinsic Function-Level Evolvable Hardware Approach
Pages 60-75
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Table of contents (27 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Genetic Programming
- Book Subtitle
- European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings
- Editors
-
- Riccardo Poli
- Wolfgang Banzhaf
- W.B. Langdon
- Julian F. Miller
- Peter Nordin
- Terence C. Fogarty
- Series Title
- Lecture Notes in Computer Science
- Series Volume
- 1802
- Copyright
- 2000
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-540-46239-2
- DOI
- 10.1007/b75085
- Softcover ISBN
- 978-3-540-67339-2
- Series ISSN
- 0302-9743
- Edition Number
- 1
- Number of Pages
- X, 361
- Topics
