Advances In Genetic Programming 3

The third volume in the Advances In Genetic Programming series ISBN 0-262-19423-6 488 pp. is published by MIT Press.
The editors are Lee Spector, William B. Langdon, Una-May O'Reilly and Peter J. Angeline.
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Chapters can be down loaded from MIT CogNet

Introduction to the Third Volume. Table of contents, reference etc.

Chapter 3 animation (1.4Mb) showing evolved shapes gradually growing to meet almost exactly a target machined metal target.
Chapter 3, like others, shows a practical application of genetic programming. In this case it shows GP can provide a short description of existing fabricated objects. The description can then be incorporated into CAD tools. This eases re-engineering of the existing design, its modification and/or incorporation into larger devices.

part of cover

Chapter Authors Title pagesfigs
1. Lee Spector, William B. Langdon, Una-May O'Reilly, Peter J. Angeline An Introduction to the Third Volume 12 0
2. Conor Ryan and Laur Ivan An Automatice Software Re-Engineering Tool based on Genetic Programming 25 11
3. Robert E. Keller and Wolfgang Banzhaf and Jorn Mehnen and Klaus Weinert CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy hybrid. animation (1.4Mb) 24 14
4. Carolyn Penstein Rose A Genetic Programming Approach For Robust Language Interpretation 22 9
5. Peter A. Whigham and Peter F. Crapper Time series Modelling Using Genetic Programming: An Application to Rainfall-Runoff Models 16 11
6. John R Koza and Forest H Bennett III Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming 30 19
7. Lee Spector and Howard Barnum and Herbert J. Bernstein and Nikhil Swamy Quantum Computing Applications of Genetic Programming 26 7
8. William B. Langdon, Terry Soule, Riccardo Poli, James A Foster The Evolution of Size and Shape 28 10
9. Christian Igel and Kumar Chellapilla Fitness Distributions: Tools for Designing Efficient Evolutionary Computations 26 9
10. Jason M. Daida, Robert R. Bertram, John A. Polito 2 and Stephen A. Stanhope Analysis of Single-Node (Building) Blocks in Genetic Programming 25 5
11. Justinian P. Rosca & Dana H. Ballard Rooted-Tree Schemata in Genetic Programming 29 8
12. Peter Nordin, Wolfgang Banzhaf, Frank D. Francone Efficient Evolution of Machine Code for CISC Architectures using Instruction Blocks and Homologous Crossover 25 14
13. Riccardo Poli and William B. Langdon Sub-machine-code Genetic Programming 23 8
14. Astro Teller The Internal Reinforcement of Evolving Algorithms 30 13
15. Nikolay I. Nikolaev and Hitoshi Iba and Vanio Slavov Inductive Genetic Programming with Immune Network Dynamics 22 4
16. Takuya Ito and Hitoshi Iba and Satoshi Sato A Self-Tuning Mechanism for Depth-Dependend Crossover 23 15
17. Geum Yong Lee Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series 23 2
18. Byoung-Tak Zhang and Dong-Yeon Cho Coevolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming 21 14
19. Hitoshi Iba Evolving Multiple Agents by Genetic Programming 20 5
.. index 10 .

Online BibTeX and html references.

Other Books on Genetic Programming

W.B.Langdon (last update $Date: 2013/08/15 10:07:27 $ )