Lecture Notes in Computer Science

European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings

By: Riccardo Poli (Editor), Wolfgang Banzhaf (Editor), W.B. Langdon (Editor)

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Paperback | 29 March 2000

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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.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Computer Vision Medicine Medicine in General Computer Programming & Software Development Machine Learning Databases Data Capture & Analysis Science

Biology, Life Sciences Science in General

On the Impact of the Representation of Fitness Landscapes	p. 1
The Legion System: A Novel Approach to Evolving Hetrogeneity for Collective Problem Solving	p. 16
Metric Based Evolutionary Algorithms	p. 29
Register Based Genetic Programming on FPGA Computing Platforms	p. 44
An Extrinsic Function-Level Evolvable Hardware Approach	p. 60
Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations	p. 76
Evolution of a Controller with a Free Variable Using Genetic Programming	p. 91
Genetic Programming for Service Creation in Intelligent Networks	p. 106
Cartesian Genetic Programming	p. 121
Some Probabilistic Modelling Ideas for Boolean Classification in Genetic Programming	p. 133
Crossover in Grammatical Evolution: A Smooth Operator?	p. 149
Hyperschema Theory for GP with One-Point Crossover, Building Blocks and Some New Results in GA Theory	p. 163
Use of Genetic Programming in the Identification of Rational Model Structures	p. 181
Grammatical Retina Description with Enhanced Methods	p. 193
Intraspecific Evolution of Learning by Genetic Programming	p. 209
An Evolutionary Approach to Multiperiod Asset Allocation	p. 225
Acquiring Textual Relations Automatically on the Web Using Genetic Programming	p. 237
Application of Genetic Programming to Induction of Linear Classification Trees	p. 247
A Metric for Genetic Programs and Fitness Sharing	p. 259
Using Factorial Experiments to Evaluate the Effect of Genetic Programming Parameters	p. 271
Experimental Study of Multipopulation Parallel Genetic Programming	p. 283
Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees	p. 294
Seeding Genetic Programming Populations	p. 304
Distributed Java Bytecode Genetic Programming with Telecom Applications	p. 316
Fighting Program Bloat with the Fractal Complexity Measure	p. 326
Paragen - The First Results	p. 338
Multi-robot Cooperation and Competition with Genetic Programming	p. 349
Author Index	p. 361
Table of Contents provided by Blackwell. All Rights Reserved.

Lecture Notes in Computer Science

European Conference, EuroGP 2000 Edinburgh, Scotland, UK, April 15-16, 2000 Proceedings

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