David E. Goldberg

Jose Garcia Moreno-Torres

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2016

Providing Collaborative Education with an International Dimension: An Ulster University and Pennsylvania State University Case Study.

[BibT_eX]

[DOI]

Int. J. 3 D Inf. Model., 2016

2013

Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis.

[BibT_eX]

[DOI]

Rohit Bhargava

Inf. Sci., 2013

Creating an intrinsic-motivation-driven course design method.

[BibT_eX]

[DOI]

Proceedings of the IEEE Frontiers in Education Conference, 2013

2012

Resource management and scalability of the XCSF learning classifier system.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2012

Using Previous Models to Bias Structural Learning in the Hierarchical BOA.

[BibT_eX]

[DOI]

Evol. Comput., 2012

2011

Model accuracy in the Bayesian optimization algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2011

2010

When Huge Is Routine: Scaling Genetic Algorithms and Estimation of Distribution Algorithms via Data-Intensive Computing.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Computational Intelligence, 2010

How XCS deals with rarities in domains with continuous attributes.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Scaling eCGA model building via data-intensive computing.

[BibT_eX]

[DOI]

Abhishek Verma

Shivaram Venkataraman

Roy H. Campbell

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Facetwise Analysis of XCS for Problems With Class Imbalances.

[BibT_eX]

[DOI]

Jose Garcia Moreno-Torres

IEEE Trans. Evol. Comput., 2009

Dependency Structure Matrix, Genetic Algorithms, and Effective Recombination.

[BibT_eX]

[DOI]

Evol. Comput., 2009

Loopy Substructural Local Search for the Bayesian Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2009

On the Homogenization of Data from Two Laboratories Using Genetic Programming.

[BibT_eX]

[DOI]

Jose Garcia Moreno-Torres

Rohit Bhargava

Proceedings of the Learning Classifier Systems, 2009

Scaling Genetic Algorithms Using MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Binary Representation in Gene Expression Programming: Towards a Better Scalability.

[BibT_eX]

[DOI]

Rosane Maria Maffei Vallim

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results.

[BibT_eX]

[DOI]

André C. P. L. F. de Carvalho

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

On the scalability of XCS(F).

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Effects of a deterministic hill climber on hBOA.

[BibT_eX]

[DOI]

Elizabeth Radetic

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

A new method for linkage learning in the ECGA.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008

Linkage Learning Accuracy in the Bayesian Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Linkage in Evolutionary Computation, 2008

Real-Coded ECGA for Solving Decomposable Real-Valued Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Linkage in Evolutionary Computation, 2008

Real-Coded Extended Compact Genetic Algorithm Based on Mixtures of Models.

[BibT_eX]

[DOI]

Proceedings of the Linkage in Evolutionary Computation, 2008

Sporadic model building for efficiency enhancement of the hierarchical BOA.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2008

The Crowding Approach to Niching in Genetic Algorithms.

[BibT_eX]

[DOI]

Ole J. Mengshoel

Evol. Comput., 2008

Enhancing the Efficiency of the ECGA.

[BibT_eX]

[DOI]

Rosane Maria Maffei Vallim

Proceedings of the Parallel Problem Solving from Nature, 2008

Facilitation Support for On-Line Focus Group Discussions by Message Feature Map.

[BibT_eX]

Proceedings of the ICEIS 2008, 2008

A new approach for multi-label classification based on default hierarchies and organizational learning.

[BibT_eX]

[DOI]

André C. P. L. F. de Carvalho

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Improving small population performance under noise with viral infection + tropism.

[BibT_eX]

[DOI]

Yuji Sato

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Speeding online synthesis via enforced selecto-recombination.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

iBOA: the incremental bayesian optimization algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble.

[BibT_eX]

[DOI]

Noriko Imafuji Yasui

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Improving the efficiency of the extended compact genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Meandre: Semantic-Driven Data-Intensive Flows in the Clouds.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on e-Science, 2008

2007

Population Sizing to Go: Online Adaptation Using Noise and Substructural Measurements.

[BibT_eX]

[DOI]

Proceedings of the Parameter Setting in Evolutionary Algorithms, 2007

Communication Gap Management for Fertile Community.

[BibT_eX]

[DOI]

Naohiro Matsumura

Soft Comput., 2007

Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2007

Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.

[BibT_eX]

[DOI]

Evol. Comput., 2007

Toward routine billion-variable optimization using genetic algorithms.

[BibT_eX]

[DOI]

Complex., 2007

Substructural Surrogates for Learning Decomposable Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, 2007

Linkage Learning, Rule Representation, and the X-Ary Extended Compact Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, 2007

Evolutionary Algorithm for Large Scale Problems.

[BibT_eX]

[DOI]

Alexandre C. B. Delbem

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Analyzing Trends in the Blogosphere Using Human-Centered Analysis and Visualization Tools.

[BibT_eX]

[DOI]

Noriko Imafuji Yasui

Proceedings of the First International Conference on Weblogs and Social Media, 2007

Performance Analyses of Factorization Based on Gaussian PDF In rECGA.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

Key Elements Extraction in Online Collaborative Environments.

[BibT_eX]

[DOI]

Proceedings of the Enterprise Information Systems, 9th International Conference, 2007

Delineating Topic and Discussant Transitions in Online Collaborative Environments.

[BibT_eX]

Proceedings of the ICEIS 2007, 2007

Population sizing for entropy-based model building in discrete estimation of distribution algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Empirical analysis of ideal recombination on random decomposable problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Towards billion-bit optimization via a parallel estimation of distribution algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Let's get ready to rumble redux: crossover versus mutation head to head on exponentially scaled problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Modeling selection pressure in XCS for proportionate and tournament selection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Modeling XCS in class imbalances: population size and parameter settings.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Substructrual surrogates for learning decomposable classification problems: implementation and first results.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Do not match, inherit: fitness surrogates for genetics-based machine learning techniques.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Empirical analysis of generalization and learning in XCS with gradient descent.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Influence of selection and replacement strategies on linkage learning in BOA.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Real-coded ECGA for solving decomposable real-valued optimization problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A Simple Real-Coded Extended Compact Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Military Antenna Design Using a Simple Genetic Algorithm and hBOA.

[BibT_eX]

[DOI]

Scott Santarelli

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Efficiency Enhancement of Estimation of Distribution Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Multiobjective Estimation of Distribution Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Hierarchical Bayesian Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Effective and Reliable Online Classification Combining XCS with EDA Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Military antenna design using simple and competent genetic algorithms.

[BibT_eX]

[DOI]

Math. Comput. Model., 2006

Automated Global Structure Extraction for Effective Local Building Block Processing in XCS.

[BibT_eX]

[DOI]

Evol. Comput., 2006

Performance of Evolutionary Algorithms on Random Decomposable Problems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

Efficient Interactive Weight Tuning For Tts Synthesis: Reducing User Fatigue By Improving User Consistency.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Conquering hierarchical difficulty by explicit chunking: substructural chromosome compression.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Fluctuating crosstalk, deterministic noise, and GA scalability.

[BibT_eX]

[DOI]

Paul Winward

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Evaluation relaxation using substructural information and linear estimation.

[BibT_eX]

[DOI]

Cláudio F. Lima

Rudrapatna S. Ramakrishna

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Hierarchical BOA on random decomposable problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Analyzing active interactive genetic algorithms using visual analytics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Classifier prediction based on tile coding.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Fluctuating Crosstalk as a Source of Deterministic Noise and Its Effects on GA Scalability.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2006

Real-coded Bayesian Optimization Algorithm.

[BibT_eX]

[DOI]

Chang Wook Ahn

Proceedings of the Towards a New Evolutionary Computation, 2006

2005

Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2005

Efficient Genetic Algorithms Using Discretization Scheduling.

[BibT_eX]

[DOI]

Laura A. McLay

Evol. Comput., 2005

Convergence Time for the Linkage Learning Genetic Algorithm.

[BibT_eX]

[DOI]

Evol. Comput., 2005

Decomposable Problems, Niching, and Scalability of Multiobjective Estimation of Distribution Algorithms

[BibT_eX]

[DOI]

CoRR, 2005

Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments

[BibT_eX]

[DOI]

Hussein A. Abbass

CoRR, 2005

Population Sizing for Genetic Programming Based Upon Decision Making

[BibT_eX]

[DOI]

Una-May O'Reilly

CoRR, 2005

Mining directed social network from message board.

[BibT_eX]

[DOI]

Naohiro Matsumura

Proceedings of the 14th international conference on World Wide Web, 2005

Communication Gaps in Social Networks.

[BibT_eX]

[DOI]

Naohiro Matsumura

Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Binary Rule Encoding Schemes: A Study Using the Compact Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Effect of Pure Error-Based Fitness in XCS.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Improving the Performance of a Pittsburgh Learning Classifier System Using a Default Rule.

[BibT_eX]

[DOI]

Jaume Bacardit

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

Linkage learning, overlapping building blocks, and systematic strategy for scalable recombination.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Sub-structural niching in estimation of distribution algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Multiobjective hBOA, clustering, and scalability.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

The compact classifier system: motivation, analysis, and first results.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Combining competent crossover and mutation operators: a probabilistic model building approach.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

XCS with computed prediction in multistep environments.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Extending XCSF beyond linear approximation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Quality-time analysis of multi-objective evolutionary algorithms.

[BibT_eX]

[DOI]

Jian-Hung Chen

Shinn-Ying Ho

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Extracted global structure makes local building block processing effective in XCS.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Online population size adjusting using noise and substructural measurements.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Limits of scalability of multiobjective estimation of distribution algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

The compact classifier system: scalability analysis and first results.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

XCS with computed prediction in continuous multistep environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

XCS with computed prediction for the learning of Boolean functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Little Models, Big Results.

[BibT_eX]

[DOI]

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004

The parameter-less genetic algorithm in practice.

[BibT_eX]

[DOI]

Inf. Sci., 2004

Efficiency Enhancement of Probabilistic Model Building Genetic Algorithms

[BibT_eX]

[DOI]

Josep Maria Garrell i Guiu

CoRR, 2004

Knowledge Extraction and Problem Structure Identification in XCS.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Toward an Understanding of the Quality and Efficiency of Model Building for Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Dependency Structure Matrix Analysis: Offline Utility of the Dependency Structure Matrix Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Let's Get Ready to Rumble: Crossover Versus Mutation Head to Head.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Dynamic Uniform Scaling for Multiobjective Genetic Algorithms.

[BibT_eX]

[DOI]

Gerulf K. M. Pedersen

Proceedings of the Genetic and Evolutionary Computation, 2004

Inducing Sequentiality Using Grammatical Genetic Codes.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Enhanced Innovation: A Fusion of Chance Discovery and Evolutionary Computation to Foster Creative Processes and Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Introducing Subchromosome Representations to the Linkage Learning Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Bounding Learning Time in XCS.

[BibT_eX]

[DOI]

Rudrapatna S. Ramakrishna

Proceedings of the Genetic and Evolutionary Computation, 2004

Real-Coded Bayesian Optimization Algorithm: Bringing the Strength of BOA into the Continuous World.

[BibT_eX]

[DOI]

Chang Wook Ahn

Proceedings of the Genetic and Evolutionary Computation, 2004

Efficiency enhancement of genetic algorithms via building-block-wise fitness estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Sub-structural Niching in Non-stationary Environments.

[BibT_eX]

[DOI]

Hussein A. Abbass

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003

Getting the best of both worlds: Discrete and continuous genetic and evolutionary algorithms in concert.

[BibT_eX]

[DOI]

Inf. Sci., 2003

Foreword.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2003

Redundant Representations in Evolutionary Computation.

[BibT_eX]

[DOI]

Evol. Comput., 2003

Bounding the effect of noise in Multiobjective Learning Classifier Systems.

[BibT_eX]

[DOI]

Evol. Comput., 2003

Analysis and Improvement of Fitness Exploitation in XCS: Bounding Models, Tournament Selection, and Bilateral Accuracy.

[BibT_eX]

[DOI]

Kurian K. Tharakunnel

Evol. Comput., 2003

A hierarchy machine: Learning to optimize from nature and humans.

[BibT_eX]

[DOI]

Complex., 2003

Multiple-Deme Parallel Estimation of Distribution Algorithms: Basic Framework and Application.

[BibT_eX]

[DOI]

Chang Wook Ahn

Rudrapatna S. Ramakrishna

Proceedings of the Parallel Processing and Applied Mathematics, 2003

Genetic Algorithm Design Inspired by Organizational Theory: Pilot Study of a Dependency Structure Matrix Driven Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Optimal Sampling and Speed-Up for Genetic Algorithms on the Sampled OneMax Problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Towards Building Block Propagation in XCS: A Negative Result and Its Implications.

[BibT_eX]

[DOI]

Kurian K. Tharakunnel

Proceedings of the Genetic and Evolutionary Computation, 2003

Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Hierarchical BOA Solves Ising Spin Glasses and MAXSAT.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Wise Breeding GA via Machine Learning Techniques for Function Optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Performance Evaluation and Population Reduction for a Self Adaptive Hybrid Genetic Algorithm (SAHGA).

[BibT_eX]

[DOI]

Felipe P. Espinoza

Barbara S. Minsker

Proceedings of the Genetic and Evolutionary Computation, 2003

Tightness Time for the Linkage Learning Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

An Analysis of a Reordering Operator with Tournament Selection on a GA-Hard Problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Are Multiple Runs of Genetic Algorithms Better than One?

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Tournament Selection: Stable Fitness Pressure in XCS.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Bounding the Population Size in XCS to Ensure Reproductive Opportunities.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2003

Generalized State Values in an Anticipatory Learning Classifier System.

[BibT_eX]

[DOI]

Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2003

Discovering Deep Building Blocks for Competent Genetic Algorithms Using Chance Discovery via KeyGraphs.

[BibT_eX]

Yukio Ohsawa

Proceedings of the Chance Discovery, 2003

2002

Scalability of the Bayesian optimization algorithm.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2002

Network Random Keys-A Tree Representation Scheme for Genetic and Evolutionary Algorithms.

[BibT_eX]

[DOI]

Armin Heinzl

Evol. Comput., 2002

Spin-Flip Symmetry and Synchronization.

[BibT_eX]

[DOI]

Clarissa Van Hoyweghen

Bart Naudts

Evol. Comput., 2002

A Survey of Optimization by Building and Using Probabilistic Models.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2002

Introducing Start Expression Genes to the Linkage Learning Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2002

Accuracy, Parsimony, and Generality in Evolutionary Learning Systems via Multiobjective Selection.

[BibT_eX]

[DOI]

Ivan Traus

Ester Bernadó i Mansilla

Proceedings of the Learning Classifier Systems, 5th International Workshop, 2002

Modified Linkage Learning Genetic Algorithm For Difficult Non-stationary Problems.

[BibT_eX]

Abhishek Singh

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Genetic Algorithms, Efficiency Enhancement, And Deciding Well With Differing Fitness Bias Values.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Genetic Algorithms, Efficiency Enhancement, And Deciding Well With Differing Fitness Variances.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Combining The Strengths Of Bayesian Optimization Algorithm And Adaptive Evolution Strategies.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Evolutionary Computation As A Form Of Organization.

[BibT_eX]

Alexander Kosorukoff

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Multiple-objective Bayesian Optimization Algorithm.

[BibT_eX]

Nazan Khan

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

From Twomax To The Ising Model: Easy And Hard Symmetrical Problems.

[BibT_eX]

Clarissa Van Hoyweghen

Bart Naudts

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Fitness Inheritance In Multi-objective Optimization.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Efficient Discretization Scheduling In Multiple Dimensions.

[BibT_eX]

Laura A. Albert

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Simplex crossover and linkage identification: single-stage evolution vs. multi-stage evolution.

[BibT_eX]

[DOI]

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Search space boundary extension method in real-coded genetic algorithms.

[BibT_eX]

[DOI]

Inf. Sci., 2001

2000

Linkage Problem, Distribution Estimation, and Bayesian Networks.

[BibT_eX]

[DOI]

Evol. Comput., 2000

Pruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2000

Genetic Algorithms, Clustering, and the Breaking of Symmetry.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2000

Large-Scale Permutation Optimization with the Ordering Messy Genetic Algorithm.

[BibT_eX]

[DOI]

Dimitri Knjazew

Proceedings of the Parallel Problem Solving from Nature, 2000

Investigating Generalization in the Anticipatory Classifier System.

[BibT_eX]

[DOI]

Wolfgang Stolzmann

Proceedings of the Parallel Problem Solving from Nature, 2000

Probability-Enhanced Predictions in the Anticipatory Classifier System.

[BibT_eX]

[DOI]

Wolfgang Stolzmann

Proceedings of the Advances in Learning Classifier Systems, Third International Workshop, 2000

Bad Codings and the Utility of Well-Designed Genetic Algorithms.

[BibT_eX]

Armin Heinzl

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Bayesian Optimization Algorithm, Population Sizing, and Time to Convergence.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Hierarchical Problem Solving and the Bayesian Optimization Algorithm.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Time Complexity of genetic algorithms on exponentially scaled problems.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

OMEGA - Ordering Messy GA: Solving Permutation Problems with the Fast Genetic Algorithm and Random Keys.

[BibT_eX]

Dimitri Knjazew

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Introducing a Genetic Generalization Pressure to the Anticipatory Classifier System - Part 1: Theoretical approach.

[BibT_eX]

Wolfgang Stolzmann

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999

Genetic Programming 1998: Proceedings of the Third Annual Conference.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 1999

The compact genetic algorithm.

[BibT_eX]

[DOI]

Georges R. Harik

IEEE Trans. Evol. Comput., 1999

FOX-GA: A Genetic Algorithm for Generating and Analyzing Battlefield Courses of Action.

[BibT_eX]

[DOI]

J. L. Schlabach

C. C. Hayes

Evol. Comput., 1999

Linkage Identification by Non-monotonicity Detection for Overlapping Functions.

[BibT_eX]

[DOI]

Masaharu Munetomo

Evol. Comput., 1999

The Gambler's Ruin Problem, Genetic Algorithms, and the Sizing of Populations.

[BibT_eX]

[DOI]

Evol. Comput., 1999

On the Scalability of Parallel Genetic Algorithms.

[BibT_eX]

[DOI]

Evol. Comput., 1999

What Is a Learning Classifier System?

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999

Optimizing Global-Local Search Hybrids.

[BibT_eX]

Siegfried Vössner

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Using Time Efficiently: Genetic-Evolutionary Algorithms and the Continuation Problem.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

1998

A Timing Analysis of Convergence to Fitness Sharing Equilibrium.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1998

Toward a Control Map for Niching.

[BibT_eX]

Proceedings of the Fifth Workshop on Foundations of Genetic Algorithms, 1998

Where Does the Good Stuff Go, and Why? How Contextual Semantics Influences Program Structure in Simple Genetic Programming.

[BibT_eX]

[DOI]

Una-May O'Reilly

Proceedings of the Genetic Programming, First European Workshop, 1998

1997

Takeover Time in a Noisy Environment.

[BibT_eX]

Yuji Sakamoto

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Predicting Speedups of Ideal Bounding Cases of Parallel Genetic Algorithms.

[BibT_eX]

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Decision making in a hybrid genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97), 1997

1996

Genetic Algorithms, Selection Schemes, and the Varying Effects of Noise.

[BibT_eX]

[DOI]

Brad L. Miller

Evol. Comput., 1996

Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework.

[BibT_eX]

[DOI]

Hillol Kargupta

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

SEARCH, Blackbox Optimization, And Sample Complexity.

[BibT_eX]

Hillol Kargupta

Proceedings of the 4th Workshop on Foundations of Genetic Algorithms. San Diego, 1996

Learning Linkage.

[BibT_eX]

Georges R. Harik

Proceedings of the 4th Workshop on Foundations of Genetic Algorithms. San Diego, 1996

1995

Parallel Recombinative Simulated Annealing: A Genetic Algorithm.

[BibT_eX]

[DOI]

Samir W. Mahfoud

Parallel Comput., 1995

Genetic Algorithms, Tournament Selection, and the Effects of Noise.

[BibT_eX]

[DOI]

Brad L. Miller

Complex Syst., 1995

1994

Implicit Niching in a Learning Classifier System: Nature's Way.

[BibT_eX]

[DOI]

Evol. Comput., 1994

Genetic and Evolutionary Algorithms Come of Age.

[BibT_eX]

[DOI]

Commun. ACM, 1994

Convergence Models of Genetic Algorithm Selection Schemes.

[BibT_eX]

[DOI]

Dirk Thierens

Proceedings of the Parallel Problem Solving from Nature, 1994

Long Path Problems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1994

Elitist Recombination: An Integrated Selection Recombination GA.

[BibT_eX]

[DOI]

Dirk Thierens

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

A Niched Pareto Genetic Algorithm for Multiobjective Optimization.

[BibT_eX]

[DOI]

Nicholas Nafpliotis

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Genetic Algorithm Difficulty and the Modality of Fitness Landscapes.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Foundations of Genetic Algorithms. Estes Park, Colorado, USA, July 31, 1994

1993

Multimodal Deceptive Functions.

[BibT_eX]

[DOI]

Complex Syst., 1993

Sufficient Conditions for Deceptive and Easy Binary Functions.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1993

Mixing in Genetic Algorithms.

[BibT_eX]

Dirk Thierens

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms.

[BibT_eX]

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

1992

Diploidy and Dominance in Artificial Genetic Search.

[BibT_eX]

[DOI]

Complex Syst., 1992

Genetic Algorithms, Noise, and the Sizing of Populations.

[BibT_eX]

[DOI]

James H. Clark

Complex Syst., 1992

Construction of High-Order Deceptive Functions Using Low-Order Walsh Coefficients.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1992

Reinforcement learning with classifier systems: Adaptive default hierarchy formation.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 1992

A Genetic Algorithm for Parallel Simulated Annealing.

[BibT_eX]

Samir W. Mahfoud

Proceedings of the Parallel Problem Solving from Nature 2, 1992

Ordering Genetic Algorithms and Deception.

[BibT_eX]

Hillol Kargupta

Proceedings of the Parallel Problem Solving from Nature 2, 1992

Massive Multimodality, Deception, and Genetic Algorithms.

[BibT_eX]

Proceedings of the Parallel Problem Solving from Nature 2, 1992

Accounting for Noise in the Sizing of Populations.

[BibT_eX]

[DOI]

James H. Clark

Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992

Analyzing Deception in Trap Functions.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992

1991

Genetic Algorithms and the Variance of Fitness.

[BibT_eX]

[DOI]

Mike Rudnick

Complex Syst., 1991

Real-coded Genetic Algorithms, Virtual Alphabets, and Blocking.

[BibT_eX]

[DOI]

Complex Syst., 1991

Complex Systems: Errata and Changes Volumes 3 and 4.

[BibT_eX]

[DOI]

Andrzej Lech Kawczynski

Complex Syst., 1991

Genetic Algorithms and Computer-Assisted Music Composition.

[BibT_eX]

Andrew Horner

Proceedings of the 4th International Conference on Genetic Algorithms, 1991

Don't Worry, Be Messy.

[BibT_eX]

Bradley Korb

Proceedings of the 4th International Conference on Genetic Algorithms, 1991

1990

Probability Matching, the Magnitude of Reinforcement, and Classifier System Bidding.

[BibT_eX]

[DOI]

Mach. Learn., 1990

Messy Genetic Algorithms Revisited: Studies in Mixed Size and Scale.

[BibT_eX]

[DOI]

Bradley Korb

Complex Syst., 1990

A Note on Boltzmann Tournament Selection for Genetic Algorithms and Population-Oriented Simulated Annealing.

[BibT_eX]

[DOI]

Complex Syst., 1990

The Theory of Virtual Alphabets.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990

Variable Default Hierarchy Separation in a Classifier System.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990

A Comparative Analysis of Selection Schemes Used in Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990

The Nonuniform Walsh-Schema Transform.

[BibT_eX]

[DOI]

Clayton L. Bridges

Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990

1989

Messy Genetic Algorithms: Motivation, Analysis, and First Results.

[BibT_eX]

[DOI]

Bradley Korb

Complex Syst., 1989

Genetic Algorithms and Walsh Functions: Part II, Deception and Its Analysis.

[BibT_eX]

[DOI]

Complex Syst., 1989

Genetic Algorithms and Walsh Functions: Part I, A Gentle Introduction.

[BibT_eX]

[DOI]

Complex Syst., 1989

Classifier Systems and Genetic Algorithms.

[BibT_eX]

[DOI]

Lashon B. Booker

John H. Holland

Artif. Intell., 1989

Inverse kinematics of redundant robots using genetic algorithms.

[BibT_eX]

[DOI]

Joey K. Parker

Ahmad R. Khoogar

Proceedings of the 1989 IEEE International Conference on Robotics and Automation, 1989

A Critical Review of Classifier Systems.

[BibT_eX]

Stewart W. Wilson

Proceedings of the 3rd International Conference on Genetic Algorithms, 1989

Zen and the Art of Genetic Algorithms.

[BibT_eX]

Proceedings of the 3rd International Conference on Genetic Algorithms, 1989

Sizing Populations for Serial and Parallel Genetic Algorithms.

[BibT_eX]

Proceedings of the 3rd International Conference on Genetic Algorithms, 1989

An Investigation of Niche and Species Formation in Genetic Function Optimization.

[BibT_eX]

Proceedings of the 3rd International Conference on Genetic Algorithms, 1989

Genetic Algorithms in Search Optimization and Machine Learning

[BibT_eX]

Addison-Wesley, ISBN: 0-201-15767-5, 1989

1988

Genetic Algorithms and Machine Learning.

[BibT_eX]

John H. Holland

Mach. Learn., 1988

1987

Nonstationary Function Optimization Using Genetic Algorithms with Dominance and Diploidy.

[BibT_eX]

Proceedings of the 2nd International Conference on Genetic Algorithms, 1987

Finite Markov Chain Analysis of Genetic Algorithms.

[BibT_eX]

Philip Segrest

Proceedings of the 2nd International Conference on Genetic Algorithms, 1987

Genetic Algorithms with Sharing for Multimodalfunction Optimization.

[BibT_eX]

Jon T. Richardson

Proceedings of the 2nd International Conference on Genetic Algorithms, 1987

An Analysis of Reproduction and Crossover in a Binary-Coded Genetic Algorithm.

[BibT_eX]

Clayton L. Bridges

Proceedings of the 2nd International Conference on Genetic Algorithms, 1987

1986

Teching PL/I using a microcomputer.

[BibT_eX]

[DOI]

Keith Harrow

Yedidyah Langsam

ACM SIGCSE Bull., 1986

1985

Dynamic System Control Using Rule Learning and Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

AllelesLociand the Traveling Salesman Problem.

[BibT_eX]

Robert Lingle Jr.

Proceedings of the 1st International Conference on Genetic Algorithms, 1985

Genetic Algorithms and Rules Learning in Dynamic System Control.

[BibT_eX]