Genetic and Evolutionary Computation - GECCO 2003

Unsupervised Learning
- Developing an Immunity to Spam
- Artificial Immune Systems - Posters
- A Novel Immune Anomaly Detection Technique Based on Negative Selection
- Visualization of Topic Distribution Based on Immune Network Model
- Spatial Formal Immune Network
- Coevolution
- Focusing versus Intransitivity Geometrical Aspects of Co-evolution
- Representation Development from Pareto-Coevolution
- Learning the Ideal Evaluation Function
- A Game-Theoretic Memory Mechanism for Coevolution
- The Paradox of the Plankton: Oscillations and Chaos in Multispecies Evolution
- Exploring the Explorative Advantage of the Cooperative Coevolutionary (1+1) EA
- PalmPrints: A Novel Co-evolutionary Algorithm for Clustering Finger Images
- Coevolution and Linear Genetic Programming for Visual Learning
- Finite Population Models of Co-evolution and Their Application to Haploidy versus Diploidy
- Evolving Keepaway Soccer Players through Task Decomposition
- Coevolution - Posters
- A New Method of Multilayer Perceptron Encoding
- An Incremental and Non-generational Coevolutionary Algorithm
- Coevolutionary Convergence to Global Optima
- Generalized Extremal Optimization for Solving Complex Optimal Design Problems
- Coevolving Communication and Cooperation for Lattice Formation Tasks
- DNA, Molecular, and Quantum Computing
- Efficiency and Reliability of DNA-Based Memories
- Evolving Hogg's Quantum Algorithm Using Linear-Tree GP
- Hybrid Networks of Evolutionary Processors
- DNA-Like Genomes for Evolution in silico
- DNA, Molecular, and Quantum Computing - Posters
- String Binding-Blocking Automata
- On Setting the Parameters of QEA for Practical Applications: Some Guidelines Based on Empirical Evidence
- Evolutionary Two-Dimensional DNA Sequence Alignment
- Evolvable Hardware
- Active Control of Thermoacoustic Instability in a Model Combustor with Neuromorphic Evolvable Hardware
- Hardware Evolution of Analog Speed Controllers for a DC Motor
- Evolvable Hardware - Posters
- An Examination of Hypermutation and Random Immigrant Variants of mrCGA for Dynamic Environments
- Inherent Fault Tolerance in Evolved Sorting Networks
- Evolutionary Robotics
- Co-evolving Task-Dependent Visual Morphologies in Predator-Prey Experiments
- Integration of Genetic Programming and Reinforcement Learning for Real Robots
- Multi-objectivity as a Tool for Constructing Hierarchical Complexity
- Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot Using Linear Genetic Programming
- Evolutionary Robotics - Posters
- An Evolutionary Approach to Automatic Construction of the Structure in Hierarchical Reinforcement Learning
- Fractional Order Dynamical Phenomena in a GA
- Evolution Strategies/Evolutionary Programming
- Dimension-Independent Convergence Rate for Non-isotropic (1, ?) - ES
- The Steady State Behavior of (?/? I, ?)-ES on Ellipsoidal Fitness Models Disturbed by Noise
- Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments
- Evolutionary Computing as a Tool for Grammar Development
- Solving Distributed Asymmetric Constraint Satisfaction Problems Using an Evolutionary Society of Hill-Climbers
- Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization
- Evolution Strategies with Exclusion-Based Selection Operators and a Fourier Series Auxiliary Function
- Ruin and Recreate Principle Based Approach for the Quadratic Assignment Problem
- Model-Assisted Steady-State Evolution Strategies
- On the Optimization of Monotone Polynomials by the (1+1) EA and Randomized Local Search
- Evolution Strategies/Evolutionary Programming - Posters
- A Forest Representation for Evolutionary Algorithms Applied to Network Design
- Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis
- The Principle of Maximum Entropy-Based Two-Phase Optimization of Fuzzy Controller by Evolutionary Programming
- A Simple Evolution Strategy to Solve Constrained Optimization Problems
- Effective Search of the Energy Landscape for Protein Folding
- A Clustering Based Niching Method for Evolutionary Algorithms
- Evolutionary Scheduling Routing
- A Hybrid Genetic Algorithm for the Capacitated Vehicle Routing Problem
- An Evolutionary Approach to Capacitated Resource Distribution by a Multiple-Agent Team
- A Hybrid Genetic Algorithm Based on Complete Graph Representation for the Sequential Ordering Problem
- An Optimization Solution for Packet Scheduling: A Pipeline-Based Genetic Algorithm Accelerator
- Evolutionary Scheduling Routing - Posters
- Generation and Optimization of Train Timetables Using Coevolution
- Genetic Algorithms
- Chromosome Reuse in Genetic Algorithms
- Real-Parameter Genetic Algorithms for Finding Multiple Optimal Solutions in Multi-modal Optimization
- An Adaptive Penalty Scheme for Steady-State Genetic Algorithms
- Asynchronous Genetic Algorithms for Heterogeneous Networks Using Coarse-Grained Dataflow
- A Generalized Feedforward Neural Network Architecture and Its Training Using Two Stochastic Search Methods
- Ant-Based Crossover for Permutation Problems
- Selection in the Presence of Noise
- Effective Use of Directional Information in Multi-objective Evolutionary Computation
- Pruning Neural Networks with Distribution Estimation Algorithms
- Are Multiple Runs of Genetic Algorithms Better than One?
- Constrained Multi-objective Optimization Using Steady State Genetic Algorithms
- An Analysis of a Reordering Operator with Tournament Selection on a GA-Hard Problem
- Tightness Time for the Linkage Learning Genetic Algorithm
- A Hybrid Genetic Algorithm for the Hexagonal Tortoise Problem
- Normalization in Genetic Algorithms
- Coarse-Graining in Genetic Algorithms: Some Issues and Examples
- Building a GA from Design Principles for Learning Bayesian Networks
- A Method for Handling Numerical Attributes in GA-Based Inductive Concept Learners
- Analysis of the (1+1) EA for a Dynamically Bitwise Changing OneMax
- Performance Evaluation and Population Reduction for a Self Adaptive Hybrid Genetic Algorithm (SAHGA)
- Schema Analysis of Average Fitness in Multiplicative Landscape
- On the Treewidth of NK Landscapes
- Selection Intensity in Asynchronous Cellular Evolutionary Algorithms
- A Case for Codons in Evolutionary Algorithms
- Natural Coding: A More Efficient Representation for Evolutionary Learning
- Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems
- Efficient Linkage Discovery by Limited Probing
- Distributed Probabilistic Model-Building Genetic Algorithm
- HEMO: A Sustainable Multi-objective Evolutionary Optimization Framework
- Using an Immune System Model to Explore Mate Selection in Genetic Algorithms
- Designing a Hybrid Genetic Algorithm for the Linear Ordering Problem
- A Similarity-Based Mating Scheme for Evolutionary Multiobjective Optimization
- Evolutionary Multiobjective Optimization for Generating an Ensemble of Fuzzy Rule-Based Classifiers
- Voronoi Diagrams Based Function Identification
- New Usage of SOM for Genetic Algorithms
- Problem-Independent Schema Synthesis for Genetic Algorithms
- Investigation of the Fitness Landscapes and Multi-parent Crossover for Graph Bipartitioning
- New Usage of Sammon's Mapping for Genetic Visualization
- Exploring a Two-Population Genetic Algorithm
- Adaptive Elitist-Population Based Genetic Algorithm for Multimodal Function Optimization
- Wise Breeding GA via Machine Learning Techniques for Function Optimization
- Facts and Fallacies in Using Genetic Algorithms for Learning Clauses in First-Order Logic
- Comparing Evolutionary Computation Techniques via Their Representation
- Dispersion-Based Population Initialization
- A Parallel Genetic Algorithm Based on Linkage Identification
- Generalization of Dominance Relation-Based Replacement Rules for Memetic EMO Algorithms