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Tables of Contents for Artificial Evolution
Chapter/Section Title
Page #
Page Count
Invited Paper
Why Biologists and Computer Scientists Should Work Together
Peter J. Bentley
3
16
Theoretical Issues
Niching in Monte Carlo Filtering Algorithms
Alexis Bienvenue Marc Joannides Jean Berard Eric Fontenas Olivier Francois
19
12
Measurement of Population Diversity
Ronald W. Morrison Kenneth A. De Jong
31
11
Prediction of Binary Sequences by Evolving Finite State Machines
Umberto Cerruti Mario Giacobini Pierre Liardet
42
12
Extending Selection Learning toward Fixed-Length d-Ary Strings
Arnaud Berny
54
11
Markov Random Field Modeling of Royal Road Genetic Algorithms
D.F. Brown A.B. Garmendia-Doval J.A.W. McCall
65
12
Measuring the Spatial Dispersion of Evolutionary Search Processes: Application to Walksat
Alain Sidaner Olivier Bailleux Jean-Jacques Chabrier
77
14
Algorithmic Issues
The Importance of Selection Mechanisms in Distribution Estimation Algorithms
Andrew Johnson Jonathan Shapiro
91
13
Surrogate Deterministic Mutation: Preliminary Results
K. Abboud Marc Schoenauer
104
13
The Effects of Partial Restarts in Evolutionary Search
Ingo la Tendresse Jens Gottlieb Odej Kao
117
11
History and Immortality in Evolutionary Computation
Benoit Leblanc Evelyne Lutton Bertrand Braunschweig Herve Toulhoat
128
15
Applications
Origins and Learnability of Syllable Systems: A Cultural Evolutionary Model
Pierre-Yves Oudeyer
143
13
Evolution Strategy in Portfolio Optimization
Jerzy J. Korczak Piotr Lipinski Patrick Roger
156
12
Scatter Search for Graph Coloring
Jean-Philippe Hamiez Jin-Kao Hao
168
12
The Two Stage Continuous Parallel Flow Shop Problem with Limited Storage: Modeling and Algorithms
Thomas Bousonville
180
12
SAT, Local Search Dynamics and Density of States
Meriema Belaidouni Jin-Kao Hao
192
13
A Multiobjective Evolutionary Algorithm for Car Front End Design
Olga Rudenko Marc Schoenauer Tiziana Bosio Roberto Fontana
205
14
Implementation Issues
EASEA Comparisons on Test Functions: GALib versus EO
Evelyne Lutton Pierre Collet Jean Louchet
219
12
Evolving Objects: A General Purpose Evolutionary Computation Library
M. Keijzer J. J. Merelo G. Romero Marc Schoenauer
231
14
Genetic Programming
Backwarding : An Overfitting Control for Genetic Programming in a Remote Sensing Application
Denis Robilliard Cyril Fonlupt
245
10
Avoiding the Bloat with Stochastic Grammar-Based Genetic Programming
Alain Ratle Michele Sebag
255
12
Applying Boosting Techniques to Genetic Programming
Gregory Paris Denis Robilliard Cyril Fonlupt
267
14
Constraints Handling
Dual Evolutionary Optimization
Rodolphe Le Riche Frederic Guyon
281
14
Using Evolutionary Algorithms Incorporating the Augmented Lagrangian Penalty Function to Solve Discrete and Continuous Constrained Non-linear Optimal Control Problems
Stephen Smith
295
16
Coevolution and Agents Systems
Cooperative Coevolution for Learning Fuzzy Rule-Based Systems
Jorge Casillas O. Cordon F. Herrera J. J. Merelo
311
12
Evolving Cooperative Ecosystems: A Multi-agent Simulation of Deforestation Activities
Ravi Srivastava Amit Kaldate
323
15
The Impact of Environmental Structure on the Evolutionary Trajectories of a Foraging Agent
Ian R. Edmonds
338
12
Learning as a Consequence of Selection
Samuel Delepoulle Philippe Preux Jean-Claude Darcheville
350
12
Coevolution and Evolving Parallel Cellular Automata-Based Scheduling Algorithms
Franciszek Seredynski Albert Y. Zomaya
362
13
Author Index
375
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