June 26 - 30, 2004
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Gary B. Lamont
Designing evolvable hardware for military systems

Design of Military Applications with Evolutionary Algorithms

Evolutionary Algorithm Approaches for Detecting Computer Network Intrusion

Jouni Lampinen
Differential Evolution Algorithm as a Tool of Training Radial Basis Function Networks

Samuel LANDAU
EcoSFERES: A Tool for the Design of Self-Organized Agent-Based Applications

William B. Langdon
Repeated Sequences in Linear GP Genomes

Genetic Programming Theory

Pier Luca Lanzi
Preface - International Workshop on Learning Classifier Systems (IWLCS)

Jamie R. Lawson
Representation Emerges from Coupled Behavior

Chungnan Lee
Double Orthogonal Arrays Based Genetic Algorithm for Primer Design

Kin-Hong Lee
A-HEP: Adaptive Hybrid Evolutionary Programming for Learning Bayesian Networks

Kit-Ying Lee
A-HEP: Adaptive Hybrid Evolutionary Programming for Learning Bayesian Networks

Virginie Lefort
The RBF-Gene model

Ramon Lefuel
Parsing Probabilistic Context Free Languages with Multi-Objective Genetic Algorithms

Per Kristian Lehre
Development and complexity-based fitness function modifiers

Tiago Leitao
Evolving the Maximum Segment Length of a Golomb Ruler

Elizabeth Leon
On Fitness, Niching Strategies, and Hybrid Niche Size Estimation for Discovering an Unknown Number of Clusters in Noisy Data

Kwong-Sak Leung
A-HEP: Adaptive Hybrid Evolutionary Programming for Learning Bayesian Networks

Raymond E. Levitt
Organization Design Optimization Using Genetic Programming

Joseph Lewis
Representation Emerges from Coupled Behavior

Xiaodong Li
Solving Rotated Multi-objective Optimization Problems Using Di?erential Evolution

Xin Li
Investigation of Constant Creation Techniques in the Context of Gene Expression Programming

Yi-Te Li
Double Orthogonal Arrays Based Genetic Algorithm for Primer Design

Yongsheng Lian
An Enhanced Evolutionary Algorithm with a Surrogate Model

Yong Liang
A-HEP: Adaptive Hybrid Evolutionary Programming for Learning Bayesian Networks

Meng-Hiot Lim
Model-Solution Framework for Minimal Risk Planning for URAVs

Claudio Lima
An architecture for massive parallelization of the compact genetic algorithm

Meng-Sing Liou
An Enhanced Evolutionary Algorithm with a Surrogate Model

Hod Lipson
Preface - Modularity, regularity and hierarchy in open-ended evolutionary computation Workshop

Principles of Modularity, Regularity, and Hierarchy for Scalable Systems

How to Draw a Straight Line Using a GP: Benchmarking Evolutionary Design Against 19th Century Kinematic Synthesis

Evolving Dynamic Gaits on a Physical Robot

Periodicity Emerges from Evolved Energy-Efficient and Long-Range Brachiation

Heng Liu
An Intrinsic Robust Transient Fault-Tolerant Developmental Model for Digital Systems

Junhong Liu
Differential Evolution Algorithm as a Tool of Training Radial Basis Function Networks

Fernando G, Lobo
A philosophical essay on life and its connections with genetic algorithms

An architecture for massive parallelization of the compact genetic algorithm

Sushil J. Louis
Playing to train: Case injected genetic algorithms for strategic computer gaming

Sean Luke
An Application of Evolutionary Algorithms to Predict the Extent of SLHF Anomaly Associated with Coastal Earthquake

Rodica I. Lung
A Subpopulation Stability Based Evolutionary Technique for Multimodal Optimization

Gabriele M.T. D'Eleuterio
pplication of a Neuroevolutionary Approach to Emergent Task Decomposition in Collective Robotics

Shingo Mabu
Genetic Network Programming with Reinforcement Learning and its Performance Evaluation

Chinmay Majee
DNA Sequencing by Oligonucleotide Hybridization: A Genetic Algorithm Approach

Sherry E. Marcus
Application of graph-bound genetic operations to the generation of master air attack plans

David Martin
GEVOSH: Using Grammatical Evolution to Generate Hashing Functions

Hugo Martires
An architecture for massive parallelization of the compact genetic algorithm

David C. Matthews
Navigation Using Inverting Genetic Algorithms: Initial Conditions and Node-Node Transitions

Mary L. McDonald
Breaking blue: Automated red teaming using evolvable simulations

John McDonnell
Playing to train: Case injected genetic algorithms for strategic computer gaming

Jhanisus Melendez
Exhaustive Directed Search

Stefan Menzel
Aerodynamic Design Optimization with Evolutionary Algorithms

Laurence D. Merkle
Automated Transfer of Evolutionary Computation Successes to the Evolvable Hardware Domain for Information Superiority Applications

Bernd Meyer
Convergence Control in ACO

Mark M. Meysenburg
Preface - Undergraduate Student Workshop

Risto Miikkulainen
Exploiting Morphological Conventions for Genetic Reuse

Efficient Allele Fitness Assignment with Self-organizing Multi-agent System

Automatic Feature Selection in Neuroevolution

Chris Miles
Playing to train: Case injected genetic algorithms for strategic computer gaming

William L. Millan
Known algorithm attacks on standard ciphers

Improving the Evolvability of Cryptographic Components

Julian F. Miller
Evolvable Physical Media

Preface - Regeneration and Learning in Developmental Systems

An Intrinsic Robust Transient Fault-Tolerant Developmental Model for Digital Systems

Beyond the Complexity Ceiling: Evolution, Emergence and Regeneration

Mark Miodownik
Investigating the evolvability of biologically inspired CA

Christopher K. Monson
Improving on the Kalman Swarm: Extracting its Essential Characteristics

David Montana
Genetic algorithms for UGV navigation, sniper fire localization, and unit of action fuel distribution

Efren M. Montes
A Study of Mechanisms to Handle Constraints in Evolutionary Algorithms

Jason H. Moore
Preface - Biological Applications of Evolutionary Computation

Heinz Muehlenbein
Theoretical and Experimental Investigation of Estimation of Distribution Algorithms

Issamu Muraoka
Application of a New Hybrid Evolutionary Strategy to Spacecraft Thermal Design

Tadahiko Murata
Developing Cooperation of Multiple Agents Using Genetic Network Programming with Automatically Defined Groups

Takashi Nakamura
Developing Cooperation of Multiple Agents Using Genetic Network Programming with Automatically Defined Groups

Shigeru Nakayama
A Local Search Algorithm Based on Genetic Recombination for Traveling Salesman Problem

A. Narayanan
Current and Future Directions for Genetic Algorithms in DNA Array Analysis

Kaname Narukawa
Lamarckian Repair and Darwinian Repair in EMO Algorithms for Multiobjective 0/1 Knapsack Problems

Olfa Nasraoui
On Fitness, Niching Strategies, and Hybrid Niche Size Estimation for Discovering an Unknown Number of Clusters in Noisy Data

Peter C. Nelson
Investigation of Constant Creation Techniques in the Context of Gene Expression Programming

Miguel Nicolau
Automatic Grammar Complexity Reduction in Grammatical Evolution

Nikola Nikolov
Solving Knapsak Problems with Attribute Grammars

Edwin Nunez
Parametric Regression Through Genetic Programming

Parametric Regression Through Genetic Programming

Daman Oberoi
Determining the Best Parent Selection Method for a Genetic Algorithm through Varying Problem Sizes and Complexities

Jiri Ocenasek
Parallel Mixed Bayesian Optimization Algorithm: A Scaleup Analysis

Terry H. O'Donnell
Genetic Algorithm Optimization of a Military Ionosonde Antenna

Choong K. Oh
Incremental Evolution of Autonomous Controllers for Unmanned Aerial Vehicles using Multi-objective Genetic Programming

Tatsya Okabe
Aerodynamic Design Optimization with Evolutionary Algorithms

Ehi Okoene
An Autonomous Agent-Based Surveillance System

Markus Olhofer
Aerodynamic Design Optimization with Evolutionary Algorithms

Carlos Oliver-Morales
Function Approximation by means of Multi-Branches Genetic Programming

Michael O'Neill
Preface - Grammatical Evolution Workshop

Live Trading with Grammatical Evolution

Solving Knapsak Problems with Attribute Grammars

Colm O'Riordan
Using Genetic Programming to Evolve Weighting Schemes for the Vector Space Model of Information Retrieval

Tim Otter
Toward a New Theoretical Framework for Biology

Akira Oyama
An Enhanced Evolutionary Algorithm with a Surrogate Model

Liviu Panait
An Application of Evolutionary Algorithms to Predict the Extent of SLHF Anomaly Associated with Coastal Earthquake

Ian Parmee
Evolutionary Design Search, Exploration and Optimisation

Preface - Interactive Evolutionary Computing Workshop

Shail Patel
Evolutionary product design: rocket science or art?

John Paxton
Exploration of population fixed-points versus mutation rates for functions of unitation

Martin Pelikan
Probabilistic Model-building GAs

Preface - Optimization by Building and Using Probabilistic Models Workshop

Parallel Mixed Bayesian Optimization Algorithm: A Scaleup Analysis

Practical, Robust, and Scalable Black-Box Optimization with BOA and hBOA

Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms

Francisco B. Pereira
Preface - Application of Hybrid Evolutionary Algorithms to Complex Optimization Problems Workshop

Rafael Perez
Advanced Formula Prediction using Simulated Annealing

Developing Automated Helicopter Models Using Simulated Annealing and Genetic Search

Michael Peters
Position Paper on Scalability of Evolutionary Computation

Maxim Peysakhov
Ecologically Inspired Agent Control Model

Dhananjay S. Phatak
Control structures in linear and stack-based Genetic Programming

Wojciech Piaseczny
Chemical Genetic Programming -- Optimizing the Evolutionary Translation Set

Chemical Genetic Algorithms: Enhancing Evolvability of GAs via Genotype-Phenotype Mapping

Chemical Genetic Programming - The Effect of Evolving Amino Acids

Brian Pillmore
Crossover and Mutation in Genetic Algorithms Using Graph-Encoded Chromosomes

Crossover and Mutation in Genetic Algorithms Using Graph-Encoded Chromosomes

Hartmut Pohlheim
Complementary selection and variation for an efficient multiobjective optimization of complex systems

Leon Poladian
What Might Evolutionary Algorithms (EA) and Multi-Objective Optimization (MOO)Contribute to Phylogenetics and the Total Evidence Debate

Phylogenetic inference using evolutionary multi-objective optimisation

Riccardo Poli
Preface - Tutorials

A Highly Efficient Function Optimization with Genetic Programming

Feature Selection and Classification in Brain Computer Interfaces by a Genetic Algorithm

Elena Popovici
Understanding Competitive Co-evolutionary Dynamics via Fitness Landscapes

David Powell
Multiobjective Optimization with Genetic Algorithms is Now Considered Mainstream

Maheswara Prasad Kasinadhuni
Self-Adaptation in Genetic Algorithms using Multiple Genomic Redundant Representations

Malin Premaratne
Constraint Handling of an Optical Components Selection Problem using a new Genetic Crossover Scheme

Seep Pujar
Ant Colony Algorithms for Routing in Sensor Networks

Joao Pujol
A Highly Efficient Function Optimization with Genetic Programming

M. Rahman
Development of the parallel optimization method based on genetic simulated annealing

GŁnther Raidl
Preface - Application of Hybrid Evolutionary Algorithms to Complex Optimization Problems Workshop

Fernando M. Ramos
Application of a New Hybrid Evolutionary Strategy to Spacecraft Thermal Design

Ingo Rechenberg
Bionik: Building on Biological Evolution

James A. Reggia
Evolving Large-Scale Modular Neural Networks

Joseph Reisinger
Exploiting Morphological Conventions for Genetic Reuse

J. Neal Richter
Exploration of population fixed-points versus mutation rates for functions of unitation

Terry P. Riopka
Preface - Graduate Student Workshop

Marylyn D. Ritchie
Preface - Biological Applications of Evolutionary Computation

Model Validation in Biological Applications of Evolutionary Computation

Edwin Rodriguez
Empirical Comparison of Incremental Reuse Strategies in Genetic Programming for Keep-Away Soccer

Katya Rodriguez-Vazquez
Function Approximation by means of Multi-Branches Genetic Programming

Sergio A. Rojas
A Grid-based Ant Colony System for Automatic Program Synthesis

Brian J. Ross
Parsing Probabilistic Context Free Languages with Multi-Objective Genetic Algorithms

Peter Ross
Real Evolutionary Scheduling: some observations and examples

EAs for Combinatorial Optimization

Corina Rotar
An Evolutionary Technique for Multicriterial Optimization Based on Endocrine Paradigm

Franz Rothlauf
Representations

Jonathan Rowe
Genetic Algorithm Theory

Conor Ryan
Grammatical Evolution

Bart Ryler
Determining the Best Parent Selection Method for a Genetic Algorithm through Varying Problem Sizes and Complexities

Jennifer A. Sager
Methods for Covering Missing Data in XCS

G. Sahoo
DNA Sequencing by Oligonucleotide Hybridization: A Genetic Algorithm Approach

Kazuhiro Saitou
Design of automotive body structures for crashworthiness

Decomposition-based assembly synthesis of automotive body structures

Daniel Salazar
Enhancing A Multiobjective Evolutionary Algorithm Through Flexible Evolution

Scott G. Santarelli
Optimization of a constrained feed network for an antenna array using simple and competent genetic algorithm techniques

Kumara Sastry
Preface - Optimization by Building and Using Probabilistic Models Workshop

Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms

Hidefumi Sawai
Chemical Genetic Programming -- Optimizing the Evolutionary Translation Set

Chemical Genetic Algorithms: Enhancing Evolvability of GAs via Genotype-Phenotype Mapping

Chemical Genetic Programming - The Effect of Evolving Amino Acids

Lothar M. Schmitt
Feasible Approaches to Convergence Results for Evolutionary Algorithms Part II: Runtime analysis of evolutionary algorithms and summary

Feasible Approaches to Convergence Results for Evolutionary Algorithms Part I: Introductory overview and analysis of scaled genetic algorithms

Guna Seetharanan
Designing evolvable hardware for military systems

Jennifer Seitzer
GEVOSH: Using Grammatical Evolution to Generate Hashing Functions

Bernhard Sendhoff
Aerodynamic Design Optimization with Evolutionary Algorithms

Kevin D. Seppi
Improving on the Kalman Swarm: Extracting its Essential Characteristics

Francisco Sepulveda
Feature Selection and Classification in Brain Computer Interfaces by a Genetic Algorithm

Matthew Settles
Breeding Swarms: A GA/PSO Hybrid

Hunter Shi
Evolutionary Music Composer

Steven J. Simske
Navigation Using Inverting Genetic Algorithms: Initial Conditions and Node-Node Transitions

Gurdip Singh
Ant Colony Algorithms for Routing in Sensor Networks

Ramesh Singh
An Application of Evolutionary Algorithms to Predict the Extent of SLHF Anomaly Associated with Coastal Earthquake

Zbigniew Skolicki
Improving Evolutionary Algorithms with Multi-representation Island Models

Noah W. Smith
Evolving a Vision-Based Predator-and-Prey System for Two Robots with a Learning Classifier System

Guido Smits
Industrial Evolutionary Computing

Andrea Soltoggio
A Case Study of GP and GAs in the Design of a Control System

D. Song
On the Efficient Mining of Network Audit Data using Genetic Programming

Chris Sotzing
A Genetic Algorithms Approach to Learning Communication and Coordination in Simulated Robots

Terence Soule
Breeding Swarms: A GA/PSO Hybrid

Fabiano L. Sousa
Application of a New Hybrid Evolutionary Strategy to Spacecraft Thermal Design

Lee Spector
Virtual Witches and Warlocks: A Quidditch Simulator and Quidditch-Playing Teams Coevolved via Genetic Programming

Alexander V. Spirov
Retroviral GA and Fitness Functions with Subbasin-Portal Architecture

Kenneth O. Stanley
Exploiting Morphological Conventions for Genetic Reuse

Automatic Feature Selection in Neuroevolution

Christopher Stephens
Taxonomy and Coarse Graining in EC

Susan Stepney
Acquiring a Debt Worth Repaying: why Evolutionary Computation should gain yet further inspiration from Biology

Wolfgang Stolzmann
Preface - International Workshop on Learning Classifier Systems (IWLCS)

Sam Stone
Crossover and Mutation in Genetic Algorithms Using Graph-Encoded Chromosomes

Crossover and Mutation in Genetic Algorithms Using Graph-Encoded Chromosomes

Hideaki Suzuki
Preface - Evolvability in Evolutionary Computation Workshop

Chemical Genetic Programming -- Optimizing the Evolutionary Translation Set

Chemical Genetic Algorithms: Enhancing Evolvability of GAs via Genotype-Phenotype Mapping

Chemical Genetic Programming - The Effect of Evolving Amino Acids

Hideyuki Takagi
Humanized Computational Intelligence with Interactive Evolutionary Computation

Chew-Lim Tan
Association-Based Evolution of Comprehensible Neural Logic Networks

Ivan Tanev
Implications of Incorporating Learning Probabilistic Context-sensitive Grammar in Genetic Programming on Evolvability of Adaptive Locomotion Gaits of Snakebot

Darrin Taylor
Application of graph-bound genetic operations to the generation of master air attack plans

Elko B. Tchernev
Control structures in linear and stack-based Genetic Programming

Jekanthan Thangavelautham
pplication of a Neuroevolutionary Approach to Emergent Task Decomposition in Collective Robotics

Dirk Thierens
Preface - Optimization by Building and Using Probabilistic Models Workshop

Defining Modularity, Hierarchy, and Repetition

Peter Thomson
Beyond the Complexity Ceiling: Evolution, Emergence and Regeneration

Richard W. Timm
Periodicity Emerges from Evolved Energy-Efficient and Long-Range Brachiation

Thomas M. Tirpak
Investigation of Constant Creation Techniques in the Context of Gene Expression Programming

Marco Tomassini
Spatially Structured EAs

Kazuto Tominaga
Implementation of a Prototypal Simulator for a Formal Model Based on Pattern Matching and Recombination

Jim Torresen
Open-ended evolution with or without a-priory knowledge included?

Gregorio Toscano-Pulido
Particle Swarm Optimization to Solve Optimization Problems

Hidenobu Tsurusawa
A Local Search Algorithm Based on Genetic Recombination for Traveling Salesman Problem

Philip Tucker
A Comparative Analysis of Simplification and Complexification in the Evolution of Neural Network Topologies

Andy M. Tyrrell
An Intrinsic Robust Transient Fault-Tolerant Developmental Model for Digital Systems

Stephen C. Upton
Preface - Military and Security Applications of Evolutionary Computation Workshop

Breaking blue: Automated red teaming using evolvable simulations

A. Sima Uyar
An Adaptive Diploid Evolutionary Algorithm for Floating-Point Representations in Dynamic Environments

Kimon Valavanis
Developing Automated Helicopter Models Using Simulated Annealing and Genetic Search

Piet van Remortel
A Discussion Outline on Gene-Regulated Development, Modularity and EC

Frederik P.J. Vandecasteele
Thoughts on Using Evolutionary Computation to Assemble Efficient Ecosystems

Robert Vanyi
Syntactically Correct Genetic Programming

Frederik P.J. Vecasteele
A Correlated Fitness Landscape Describes Growth in Experimental Microbial Ecosystems: Initial Results

Z.G Wang
Development of the parallel optimization method based on genetic simulated annealing

Jeffrey J. Warren
Discrimination of Unexploded Ordnance from Clutter Using Linear Genetic Programming

Richard A. Watson
Defining Modularity, Hierarchy, and Repetition

Ingo Wegener
Computational Complexity and EC

Shimon Whiteson
Automatic Feature Selection in Neuroevolution

Darrell Whitley
New Insights about No Free Lunch

Paul D. Williams
Evolutionary Algorithm Approaches for Detecting Computer Network Intrusion

Garnet C. Wilson
Search Operator Bias in Linearly Structured Genetic Programming

Stewart W. Wilson
Preface - International Workshop on Learning Classifier Systems (IWLCS)

Mark Wineberg
Introductory Statistics for Evolutionary Computation

Gabriel Winter
Enhancing A Multiobjective Evolutionary Algorithm Through Flexible Evolution

Krzysztof Wloch
Optimising the Performance of a Formula One Car using a Genetic Algorithm

Man-Leung Wong
A-HEP: Adaptive Hybrid Evolutionary Programming for Learning Bayesian Networks

Y.S. Wong
Development of the parallel optimization method based on genetic simulated annealing

John R. Woodward
Simple Incremental Testing

Function Set Independent Genetic Programming

Alden Wright
Preface - Evolutionary Computation Theory Workshop

Exploration of population fixed-points versus mutation rates for functions of unitation

Annie S. Wu
No Free Lunch for Module Encapsulation

Preface - Self-Organization on Representations for Genetic and Evolutionary Algorithms Workshop

Emergent white noise behavior in location independent representations

Jain-Shing Wu
Double Orthogonal Arrays Based Genetic Algorithm for Primer Design

Shuzhen Yao
KLP Not Always Efficient

Xin Yao
Evolving Neural Networks

Tian-Li Yu
Optimization of a constrained feed network for an antenna array using simple and competent genetic algorithm techniques

Tina Yu
Preface - Neutral Evolution in Evolutionary Computation Workshop

Six Degrees of Separation in Boolean Function Networks with Neutrality

Sanyou Zeng
KLP Not Always Efficient

Christopher Zhong
Empirical Comparison of Incremental Reuse Strategies in Genetic Programming for Keep-Away Soccer

Chi Zhou
Investigation of Constant Creation Techniques in the Context of Gene Expression Programming

A. N. Zineir-Heywood
On the Efficient Mining of Network Audit Data using Genetic Programming

Szilvia Zvada
Syntactically Correct Genetic Programming

Viktor Zykov
Evolving Dynamic Gaits on a Physical Robot