Advances in Genetic Programming 2

Advances in Genetic Programming: Volume 2 MIT Press ISBN 0-262-01158-1, 538 pp. $56.50, hardbound. MIT Press 1996 order.

edited by Peter J. Angeline Kenneth E. Kinnear, Jr.

	CONTENTS
	Contributors	ix
	Preface	xiii
	Acknowledgments	xv
1	Genetic Programming's Continued Evolution	1
	Peter J. Angeline
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

Other Books on Genetic Programming

ADVANCES IN GENETIC PROGRAMMING: Volume 1

ADVANCES IN GENETIC PROGRAMMING: Volume 3

Genetic Programming: On the Programming of Computers by Means of Natural Selection

Genetic Programming II: Automatic Discovery of Reusable Programs

Genetic Programming III