|
I |
VARIATIONS ON THE GENETIC PROGRAMMING THEME | 21
|
2 |
A Comparative Analysis of Genetic Programming | 23
| |
Una-May O'Reilly,
Franz Oppacher
| |
3 | Evolving Programmers: The Co-evolution of Intelligent
Recombination Operators | 45
| |
Astro Teller
| |
4 | Extending Genetic Programming with Recombinative Guidance | 69
| |
Hitoshi Iba, Hugo de Garis
| |
5 | Two Self-Adaptive Crossover Operators for Genetic Programming | 89
| |
Peter J. Angeline
| |
6 | Explicitly Defined Introns and Destructive Crossover in
Genetic Programming | 111
| |
Peter Nordin, Frank Francone, Wolfgang Banzhaf
| |
II | MODULAR, RECURSIVE AND PRUNING GENETIC PROGRAMS | 135
|
7 | Simultaneous Evolution of Programs and Their Control Structures | 137
| |
Lee Spector
| |
8 |
Classifying Protein Segments as Transmembrane Domains Using
Architecture-Altering Operations in Genetic Programming | 155
| |
John R. Koza, David Andre
| |
9 | Discovery of Subroutines in Genetic Programming | 177
| |
Justinian P. Rosca, Dana H. Ballard
| |
10 | Evolving Recursive Programs for Tree Search | 203
| |
Scott Brave
| |
11 | Evolving Recursive Functions for the Even-Parity Problem
Using Genetic Programming | 221
| |
Man Leung Wong, Kwong Sak Leung
| |
12 | Adaptive Fitness Functions for Dynamic Growing/Pruning
of Program Trees | 241
| |
Byoung-Tak Zhang, Heinz Muhlenbein
| |
III |
ANALYSIS AND IMPLEMENTATION ISSUES IN GENETIC PROGRAMMING | 257
|
13 | Efficiently Representing Populations in Genetic Programming | 259
| |
Maarten Keijzer
| |
14 | Genetically Optimizing The Speed of Programs Evolved to Play
Tetris | 279
| |
Eric V. Siegel, Alexander D. Chaffee
| |
15 | The Royal Tree Problem, a Benchmark for Single and Multiple
Population Genetic Programming | 299
| |
William F. Punch, Douglas Zongker, Erik D. Goodman
| |
16 | Parallel Genetic Programming: A Scalable Implementation
Using The Transputer Network Architecture | 317
| |
David Andre, John R. Koza
| |
17 | Massively Parallel Genetic Programming | 339
| |
Hugues Juille, Jordan B. Pollack
| |
18 | Type Inheritance in Strongly Typed Genetic Programming | 359
| |
Thomas D. Haynes, Dale A. Schoenefeld, Roger L. Wainwright
| |
19 | On Using Syntactic Constraints with Genetic Programming | 377
| |
Frederic Gruau
| |
20 | Data Structures and Genetic Programming | 395
| |
William B. Langdon
| |
IV | NEW ENVIRONMENTS FOR GENETIC PROGRAMMING | 415
|
21 | Algorithm Discovery Using the Genetic Programming Paradigm:
Extracting Low-Contrast Curvilinear Features from SAR Images
of Arctic Ice | 417
| |
Jason M. Daida, Jonathan D. Hommes, Tommaso F. Bersano-Begey,
Steven J. Ross, John F. Vesecky
| |
22 | Genetic Programming Learning and the Cobweb Model | 443
| |
Shu-Heng Chen, Chia-Hsuan Yeh
| |
23 | Evolutionary Identification of Macro-Mechanical Models | 467
| |
Marc Schoenauer, Michele Sebag, Francois Jouve, Bertrand Lamy,
Habibou Maitournam
| |
24 | Discovering Time Oriented Abstractions in Historical Data to
Optimize Decision Tree Classification | 489
| |
Brij Masand, Gregory Pietetsky-Shapiro
| |
| APPENDICES
| |
A | Genetic Programming Resources on the World-Wide Web | 499
| |
Patrick Tufts
| |
B | A Bibliography for Genetic Programming | 507
| |
William B. Langdon
| |
| Index | 533
| | | | |
