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9783540673392

Genetic Programming

by ; ; ; ;
  • ISBN13:

    9783540673392

  • ISBN10:

    3540673393

  • Format: Paperback
  • Copyright: 2000-05-01
  • Publisher: Springer-Verlag New York Inc
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Supplemental Materials

What is included with this book?

Summary

This book constitutes the refereed proceedings of the Third European Conference on Genetic Programming, EuroGP 2000, held in Scotland, UK, in April 2000.The 14 revised full papers presented together with 13 short papers were carefully reviewed and selected from a total of 39 submissions. All relevant aspects of genetic programming are addressed, ranging from theoretical and foundational issues to applications in a variety of fields such as automatic design, pattern recognition, robotic control, music and image processing, and symbolic regression.

Table of Contents

Talks
On the Impact of the Representation on Fitness Landscapes
1(15)
P. Albuquerque
B. Chopard
C. Mazza
M. Tomassini
The Legion System: A Novel Approach to Evolving Hetrogeneity for Collective Problem Solving
16(13)
J. C. Bongard
Metric Based Evolutionary Algorithms
29(15)
S. Droste
D. Wiesmann
Register Based Genetic Programming on FPGA Computing Platforms
44(16)
M. I. Heywood
A. N. Zincir-Heywood
An Extrinsic Function-Level Evolvable Hardware Approach
60(16)
T. Kalganova
Genetic Programming, Ensemble Methods and the Bias/Variance Tradeoff - Introductory Investigations
76(15)
M. Keijzer
V. Babovic
Evolution of a Controller with a Free Variable Using Genetic Programming
91(15)
J. R. Koza
J. Yu
M. A. Keane
W. Mydlowec
Genetic Programming for Service Creation in Intelligent Networks
106(15)
P. Martin
Cartesian Genetic Programming
121(12)
J. F. Miller
P. Thomson
Some Probablistic Modelling Ideas for Boolean Classification in Genetic Programming
133(16)
J. Muruzabal
C. Cotta-Porras
A. Fernandez
Crossover in Grammatical Evolution: A Smooth Operator?
149(14)
M. O'Neill
C. Ryan
Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory
163(18)
R. Poli
Use of Genetic Programming in the Identification of Rational Model Structures
181(12)
K. Rodriguez-Vazquez
P. J. Fleming
Grammatical Retina Description with Enhanced Methods
193(16)
R. Vanyi
G. Kokai
Z. Toth
T Peto
Posters
Intraspecific Evolution of Learning by Genetic Programming
209(16)
Y. Akira
An Evolutionary Approach to Multiperiod Asset Allocation
225(12)
S. Baglioni
C. da Costa Pereira
D. Sorbello
A. G. B. Tettamanzi
Acquiring Textual Relations Automatically on the Web Using Genetic Programming
237(10)
A. Bergstrom
P. Jaksetic
P. Nordin
Application of Genetic Programming to Induction of Linear Classification Trees
247(12)
M. C. J. Bot
W. B. Langdon
A Metric for Genetic Programs and Fitness Sharing
259(12)
A. Ekart
S. Z. Nemeth
Using Factorial Experiments to Evaluate the Effect of Genetic Programming Parameters
271(12)
R. Feldt
P. Nordin
Experimental Study of Multipopulation Parallel Genetic Programming
283(11)
F. Fernandez
M. Tomassini
W. F. Punch III
J. M. Sanchez
Genetic Programming and Simulated Annealing: A Hybrid Method to Evolve Decision Trees
294(10)
G. Folino
C. Pizzuti
G. Spezzano
Seeding Genetic Programming Populations
304(12)
W. B. Langdon
J. P. Nordin
Distributed Java Bytecode Genetic Programming with Telecom Applications
316(10)
E. Lukschandl
H. Borgvall
L. Nohle
M. Nordahl
P. Nordin
Fighting Program Bloat with the Fractal Complexity Measure
326(12)
V. Podgorelec
P. Kokol
Paragen - The First Results
338(11)
C. Ryan
L.Ivan
Multi-robot Cooperation and Competition with Genetic Programming
349(12)
K. Zhao
J. Wang
Author Index 361

Supplemental Materials

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The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.

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