Artificial Evolution 5th International Conference, Evolution Artificielle, EA 2001, Le Creusot, France, October 29-31, 2001. Selected Papers

Artificial Evolution 5th International Conference, Evolution Artificielle, EA 2001, Le Creusot, France, October 29-31, 2001. Selected Papers / edited by Pierre Collet, Cyril Fonlupt, Jin-Kao Hao, Evelyne Lutton, Marc Schoenauer.

The Evolution Arti?cielle cycle of conferences was originally initiated as a forum for the French-speaking evolutionary computation community. Previous EA m- tings were held in Toulouse (EA’94), Brest (EA’95, LNCS 1063), Nˆ?mes (EA’97, LNCS 1363), Dunkerque (EA’99, LNCS 1829), and ?nally, EA 2001 wa...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Collet, Pierre (Editor), Fonlupt, Cyril (Editor), Hao, Jin-Kao (Editor), Lutton, Evelyne (Editor), Schoenauer, Marc (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2002.
Edition:1st ed. 2002.
Series:Lecture Notes in Computer Science, 2310
Springer eBook Collection.
Subjects:
Evolutionary biology.
Software engineering.
Biochemistry.
Computers.
Algorithms.
Artificial intelligence.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Invited Paper
  • Why Biologists and Computer Scientists Should Work Together
  • Theoretical Issues
  • Niching in Monte Carlo Filtering Algorithms
  • Measurement of Population Diversity
  • Prediction of Binary Sequences by Evolving Finite State Machines
  • Extending Selection Learning toward Fixed-Length d-Ary Strings
  • Markov Random Field Modelling of Royal Road Genetic Algorithms
  • Measuring the Spatial Dispersion of Evolutionary Search Processes: Application to Walksat
  • Algorithmic Issues
  • The Importance of Selection Mechanisms in Distribution Estimation Algorithms
  • Surrogate Deterministic Mutation: Preliminary Results
  • The Effects of Partial Restarts in Evolutionary Search
  • History and Immortality in Evolutionary Computation
  • Applications
  • Origins and Learnability of Syllable Systems: A Cultural Evolutionary Model
  • Evolution Strategy in Portfolio Optimization
  • Scatter Search for Graph Coloring
  • The Two Stage Continuous Parallel Flow Shop Problem with Limited Storage: Modeling and Algorithms
  • SAT, Local Search Dynamics and Density of States
  • A Multiobjective Evolutionary Algorithm for Car Front End Design
  • Implementation Issues
  • EASEA Comparisons on Test Functions: GALib versus EO
  • Evolving Objects: A General Purpose Evolutionary Computation Library
  • Genetic Programming
  • Backwarding: An Overfitting Control for Genetic Programming in a Remote Sensing Application
  • Avoiding the Bloat with Stochastic Grammar-Based Genetic Programming
  • Applying Boosting Techniques to Genetic Programming
  • Constraints Handling
  • Dual Evolutionary Optimization
  • Using Evolutionary Algorithms Incorporating the Augmented Lagrangian Penalty Function to Solve Discrete and Continuous Constrained Non-linear Optimal Control Problems
  • Coevolution and Agents Systems
  • Cooperative Coevolution for Learning Fuzzy Rule-Based Systems
  • Evolving Cooperative Ecosystems: A Multi-agent Simulation of Deforestation Activities
  • The Impact of Environmental Structure on the Evolutionary Trajectories of a Foraging Agent
  • Learning as a Consequence of Selection
  • Coevolution and Evolving Parallel Cellular Automata-Based Scheduling Algorithms.

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