Search results for "David E. Goldberg"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz	Resource management and scalability of the XCSF learning classifier system.	Theor. Comput. Sci.	2012	DBLP DOI BibTeX RDF
1	Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg	Using Previous Models to Bias Structural Learning in the Hierarchical BOA.	Evolutionary Computation	2012	DBLP DOI BibTeX RDF
1	Cláudio F. Lima, Fernando G. Lobo, Martin Pelikan, David E. Goldberg	Model accuracy in the Bayesian optimization algorithm.	Soft Comput.	2011	DBLP DOI BibTeX RDF
1	Xavier Llorà, Abhishek Verma, Roy H. Campbell, David E. Goldberg	When Huge Is Routine: Scaling Genetic Algorithms and Estimation of Distribution Algorithms via Data-Intensive Computing.	Parallel and Distributed Computational Intelligence	2010	DBLP DOI BibTeX RDF
1	Albert Orriols-Puig, Xavier Llorà, David E. Goldberg	How XCS deals with rarities in domains with continuous attributes.	GECCO	2010	DBLP DOI BibTeX RDF	small disjuncts, learning classifier systems, genetic-based machine learning, class imbalance problem
1	Abhishek Verma, Xavier Llorà, Shivaram Venkataraman, David E. Goldberg, Roy H. Campbell	Scaling eCGA model building via data-intensive computing.	IEEE Congress on Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	Tian-Li Yu, David E. Goldberg, Kumara Sastry, Cláudio F. Lima, Martin Pelikan	Dependency Structure Matrix, Genetic Algorithms, and Effective Recombination.	Evolutionary Computation	2009	DBLP DOI BibTeX RDF
1	Albert Orriols-Puig, Ester Bernadó-Mansilla, David E. Goldberg, Kumara Sastry, Pier Luca Lanzi	Facetwise Analysis of XCS for Problems With Class Imbalances.	IEEE Trans. Evolutionary Computation	2009	DBLP DOI BibTeX RDF
1	Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg	Binary representation in gene expression programming: towards a better scalability.	GECCO	2009	DBLP DOI BibTeX RDF	genetic algorithms, machine learning, classifier systems, gene expression programming
1	Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà	On the scalability of XCS(F).	GECCO	2009	DBLP DOI BibTeX RDF	lwpr, learning classifier systems, xcs, function approximation, recursive least squares
1	Thyago S. P. C. Duque, David E. Goldberg	A new method for linkage learning in the ECGA.	GECCO	2009	DBLP DOI BibTeX RDF	DSMGA, estimation of distribution algorithms, model building, efficiency enhancement, ECGA
1	Rosane Maria Maffei Vallim, Thyago S. P. C. Duque, David E. Goldberg, André C. P. L. F. Carvalho	The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results.	GECCO	2009	DBLP DOI BibTeX RDF	ocs, ga, lcs, multi-label classification
1	Elizabeth Radetic, Martin Pelikan, David E. Goldberg	Effects of a deterministic hill climber on hBOA.	GECCO	2009	DBLP DOI BibTeX RDF	maxsat, trap-5, local search, estimation of distribution algorithms, efficiency enhancement, hierarchical boa, hybrid evolutionary algorithms, spin glass
1	Martin Pelikan, Kumara Sastry, David E. Goldberg, Martin V. Butz, Mark Hauschild	Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap.	GECCO	2009	DBLP DOI BibTeX RDF	hboa, genetic algorithm, scalability, performance analysis, hybridization, crossover, fitness landscape, hierarchical boa, problem difficulty, nk fitness landscape
1	Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg, Rohit Bhargava	On the Homogenization of Data from Two Laboratories Using Genetic Programming.	IWLCS	2009	DBLP DOI BibTeX RDF
1	Jose Garcia Moreno-Torres, Xavier Llorà, David E. Goldberg	Binary Representation in Gene Expression Programming: Towards a Better Scalability.	ISDA	2009	DBLP DOI BibTeX RDF
1	Abhishek Verma, Xavier Llorà, David E. Goldberg, Roy H. Campbell	Scaling Genetic Algorithms Using MapReduce.	ISDA	2009	DBLP DOI BibTeX RDF
1	Cláudio F. Lima, Martin Pelikan, Fernando G. Lobo, David E. Goldberg	Loopy Substructural Local Search for the Bayesian Optimization Algorithm.	SLS	2009	DBLP DOI BibTeX RDF
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	Sporadic model building for efficiency enhancement of the hierarchical BOA.	Genetic Programming and Evolvable Machines	2008	DBLP DOI BibTeX RDF	Sporadic model building, Estimation of distribution algorithms, Bayesian optimization algorithm, Efficiency enhancement, Hierarchical BOA
1	Ole J. Mengshoel, David E. Goldberg	The Crowding Approach to Niching in Genetic Algorithms.	Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	iBOA: The Incremental Bayesian Optimization Algorithm	CoRR	2008	DBLP BibTeX RDF
1	Minqiang Li, David E. Goldberg, Kumara Sastry, Tian-Li Yu	Real-Coded ECGA for Solving Decomposable Real-Valued Optimization Problems.	Linkage in Evolutionary Computation	2008	DBLP DOI BibTeX RDF	real-coded ECGA, probabilistic model building, real-valued decomposable optimization problem, population sizing and sampling, genetic and evolutionary computation
1	Cláudio F. Lima, Martin Pelikan, David E. Goldberg, Fernando G. Lobo, Kumara Sastry, Mark Hauschild	Linkage Learning Accuracy in the Bayesian Optimization Algorithm.	Linkage in Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Pier Luca Lanzi, Luigi Nichetti, Kumara Sastry, Davide Voltini, David E. Goldberg	Real-Coded Extended Compact Genetic Algorithm Based on Mixtures of Models.	Linkage in Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Thyago S. P. C. Duque, David E. Goldberg, Kumara Sastry	Enhancing the Efficiency of the ECGA.	PPSN	2008	DBLP DOI BibTeX RDF	Estimation of Distribution Algorithms, Model Building, Efficiency Enhancement, ECGA
1	Noriko Imafuji Yasui, Shunsuke Saruwatari, Xavier Llorà, David E. Goldberg	Facilitation Support for On-Line Focus Group Discussions by Message Feature Map.	ICEIS	2008	DBLP BibTeX RDF
1	Xavier Llorà, Noriko Imafuji Yasui, David E. Goldberg	Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble.	GECCO	2008	DBLP DOI BibTeX RDF	active interactive genetic algorithms, graph density, graph ensemble, modeling user preferences, partial-order graph, graph theory
1	Rosane Maria Maffei Vallim, David E. Goldberg, Xavier Llorà, Thyago S. P. C. Duque, André C. P. L. F. Carvalho	A new approach for multi-label classification based on default hierarchies and organizational learning.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	default hierarchies, organizational sizing, LCS
1	Thyago S. P. C. Duque, David E. Goldberg, Kumara Sastry	Improving the efficiency of the extended compact genetic algorithm.	GECCO	2008	DBLP DOI BibTeX RDF	estimation of distribution algorithms, model building, efficiency enhancement, ECGA
1	Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg	Using previous models to bias structural learning in the hierarchical BOA.	GECCO	2008	DBLP DOI BibTeX RDF	probabilistic model, estimation of distribution algorithms, prior knowledge, hierarchical boa, model complexity, learning from experience
1	Yuji Sato, David E. Goldberg, Kumara Sastry	Improving small population performance under noise with viral infection + tropism.	GECCO	2008	DBLP DOI BibTeX RDF	deceptive problem, tropism, virus infection, genetic algorithms, multimodality, building block, noisy optimization
1	Shunsuke Saruwatari, Xavier Llorà, Noriko Imafuji Yasui, Hiroshi Tamura, Kumara Sastry, David E. Goldberg	Speeding online synthesis via enforced selecto-recombination.	GECCO	2008	DBLP DOI BibTeX RDF	human-based genetic algorithms, superficiality on online communication, creativity, innovation, brainstorming, online discussion
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	iBOA: the incremental bayesian optimization algorithm.	GECCO	2008	DBLP DOI BibTeX RDF	BOA, iBOA, incremental boa, incremental model update, evolutionary computation, estimation of distribution algorithms, EDA, bayesian optimization algorithm
1	Xavier Llorà, B. Acs, Loretta Auvil, Boris Capitanu, Michael Welge, David E. Goldberg, Bernie Ács	Meandre: Semantic-Driven Data-Intensive Flows in the Clouds.	eScience	2008	DBLP DOI BibTeX RDF
1	Naohiro Matsumura, David E. Goldberg, Xavier Llorà	Communication Gap Management for Fertile Community.	Soft Comput.	2007	DBLP DOI BibTeX RDF
1	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi, Kumara Sastry	Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity.	Genetic Programming and Evolvable Machines	2007	DBLP DOI BibTeX RDF	Solution sustenance, Learning classifier systems, XCS, Mutation, LCS, Niching, Markov chain analysis
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.	Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	David E. Goldberg, Kumara Sastry, Xavier Llorà	Toward routine billion-variable optimization using genetic algorithms.	Complexity	2007	DBLP DOI BibTeX RDF
1	Tian-Li Yu, Kumara Sastry, David E. Goldberg	Population Sizing to Go: Online Adaptation Using Noise and Substructural Measurements.	Parameter Setting in Evolutionary Algorithms	2007	DBLP DOI BibTeX RDF
1	Noriko Imafuji Yasui, Xavier Llorà, David E. Goldberg, Yuichi Washida, Hiroshi Tamura	Delineating Topic and Discussant Transitions in Online Collaborative Environments.	ICEIS	2007	DBLP BibTeX RDF
1	Noriko Imafuji Yasui, Xavier Llorà, David E. Goldberg, Yuichi Washida, Hiroshi Tamura	Key Elements Extraction in Online Collaborative Environments.	ICEIS (Selected Papers)	2007	DBLP DOI BibTeX RDF	Online collaborative environments, innovation and creativity support, topic transition, HITS
1	Albert Orriols-Puig, Kumara Sastry, Pier Luca Lanzi, David E. Goldberg, Ester Bernadó-Mansilla	Modeling selection pressure in XCS for proportionate and tournament selection.	GECCO	2007	DBLP DOI BibTeX RDF	proportionate selection, XCS, LCS, tournament selection
1	Kumara Sastry, David E. Goldberg	Let's get ready to rumble redux: crossover versus mutation head to head on exponentially scaled problems.	GECCO	2007	DBLP DOI BibTeX RDF	domino convergence, drift time, exponential scaling, noisy fitness functions, genetic algorithms, scaling, speedup, mutation, crossover, building blocks, salience, population sizing, efficiency enhancement, convergence time, scalability analysis
1	Xavier Llorà, Kumara Sastry, Tian-Li Yu, David E. Goldberg	Do not match, inherit: fitness surrogates for genetics-based machine learning techniques.	GECCO	2007	DBLP DOI BibTeX RDF	DSMGA, fitness estimation, surrogate fitness, xeCCS, learning classifier system, EDA, genetics-based machine learning
1	Kumara Sastry, Martin Pelikan, David E. Goldberg	Empirical analysis of ideal recombination on random decomposable problems.	GECCO	2007	DBLP DOI BibTeX RDF	additively-decomposable problems, ideal crossover, genetic algorithms, building blocks, empirical analysis, population sizing, convergence time, problem difficulty, test problems, scalability analysis
1	Pier Luca Lanzi, Martin V. Butz, David E. Goldberg	Empirical analysis of generalization and learning in XCS with gradient descent.	GECCO	2007	DBLP DOI BibTeX RDF	generalization, XCS, gradient descent, LCS, RL
1	Albert Orriols-Puig, David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla	Modeling XCS in class imbalances: population size and parameter settings.	GECCO	2007	DBLP DOI BibTeX RDF	genetic algorithms, machine learning, evolutionary computation, learning classifier systems, class imbalance
1	Tian-Li Yu, Kumara Sastry, David E. Goldberg, Martin Pelikan	Population sizing for entropy-based model building in discrete estimation of distribution algorithms.	GECCO	2007	DBLP DOI BibTeX RDF	genetic algorithms, entropy, mutual information, estimation of distribution algorithms, population sizing, model building
1	Kumara Sastry, David E. Goldberg, Xavier Llorà	Towards billion-bit optimization via a parallel estimation of distribution algorithm.	GECCO	2007	DBLP DOI BibTeX RDF	billion-variable optimization, parallelization, vectorization, population sizing, large-scale optimization, efficiency enhancement, convergence time, scalability analysis, compact genetic algorithm
1	Albert Orriols-Puig, Ester Bernadó-Mansilla, Kumara Sastry, David E. Goldberg	Substructrual surrogates for learning decomposable classification problems: implementation and first results.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	machine learning, estimation of distribution algorithms, structural learning
1	Cláudio F. Lima, Martin Pelikan, David E. Goldberg, Fernando G. Lobo, Kumara Sastry, Mark Hauschild	Influence of selection and replacement strategies on linkage learning in BOA.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Minqiang Li, David E. Goldberg, Kumara Sastry, Tian-Li Yu	Real-coded ECGA for solving decomposable real-valued optimization problems.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Luca Fossati, Pier Luca Lanzi, Kumara Sastry, David E. Goldberg, Osvaldo Gómez	A Simple Real-Coded Extended Compact Genetic Algorithm.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Xavier Llorà, Kumara Sastry, Cláudio F. Lima, Fernando G. Lobo, David E. Goldberg	Linkage Learning, Rule Representation, and the X-Ary Extended Compact Classifier System.	IWLCS	2007	DBLP DOI BibTeX RDF
1	Albert Orriols-Puig, Kumara Sastry, David E. Goldberg, Ester Bernadó-Mansilla	Substructural Surrogates for Learning Decomposable Classification Problems.	IWLCS	2007	DBLP DOI BibTeX RDF
1	Scott Santarelli, Tian-Li Yu, David E. Goldberg, Edward E. Altshuler, Teresa O'Donnell, Hugh Southall, Robert Mailloux	Military antenna design using simple and competent genetic algorithms.	Mathematical and Computer Modelling	2006	DBLP DOI BibTeX RDF
1	Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg	Automated Global Structure Extraction for Effective Local Building Block Processing in XCS.	Evolutionary Computation	2006	DBLP DOI BibTeX RDF
1	Kumara Sastry, Martin Pelikan, David E. Goldberg	Efficiency Enhancement of Estimation of Distribution Algorithms.	Scalable Optimization via Probabilistic Modeling	2006	DBLP DOI BibTeX RDF
1	Tian-Li Yu, Scott Santarelli, David E. Goldberg	Military Antenna Design Using a Simple Genetic Algorithm and hBOA.	Scalable Optimization via Probabilistic Modeling	2006	DBLP DOI BibTeX RDF
1	Martin Pelikan, David E. Goldberg	Hierarchical Bayesian Optimization Algorithm.	Scalable Optimization via Probabilistic Modeling	2006	DBLP DOI BibTeX RDF
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	Multiobjective Estimation of Distribution Algorithms.	Scalable Optimization via Probabilistic Modeling	2006	DBLP DOI BibTeX RDF
1	Martin Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg	Effective and Reliable Online Classification Combining XCS with EDA Mechanisms.	Scalable Optimization via Probabilistic Modeling	2006	DBLP DOI BibTeX RDF
1	Cláudio F. Lima, Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg, Fernando G. Lobo	Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm.	PPSN	2006	DBLP DOI BibTeX RDF
1	Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg	Performance of Evolutionary Algorithms on Random Decomposable Problems.	PPSN	2006	DBLP DOI BibTeX RDF
1	Paul Winward, David E. Goldberg	Fluctuating crosstalk, deterministic noise, and GA scalability.	GECCO	2006	DBLP DOI BibTeX RDF	deterministic noise, fluctuating crosstalk, genetic algorithm, scalability, problem difficulty
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation.	GECCO	2006	DBLP DOI BibTeX RDF	prediction update, Kalman filter, XCS, LCS
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Classifier prediction based on tile coding.	GECCO	2006	DBLP DOI BibTeX RDF	tile coding, XCS, LCS, RL
1	Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg	Hierarchical BOA on random decomposable problems.	GECCO	2006	DBLP DOI BibTeX RDF	decomposable problems, optimization, scalability, performance analysis, evolutionary algorithms, hierarchical BOA
1	Tian-Li Yu, David E. Goldberg	Conquering hierarchical difficulty by explicit chunking: substructural chromosome compression.	GECCO	2006	DBLP DOI BibTeX RDF	chromosome compression, genetic algorithms, hierarchy, chunking, model building, linkage learning, analyze
1	Kumara Sastry, D. D. Johnson, Alexis L. Thompson, David E. Goldberg, Todd J. Martinez, Jeff Leiding, Jane Owens	Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry.	GECCO	2006	DBLP DOI BibTeX RDF	multiobjective genetic algorithms, non-domination, photochemistry, semiempirical methods, niching, population sizing, NSGA-II, convergence time, multiscale modeling
1	Kumara Sastry, Cláudio F. Lima, David E. Goldberg	Evaluation relaxation using substructural information and linear estimation.	GECCO	2006	DBLP DOI BibTeX RDF	evaluation relaxation, fitness surrogates, estimation of distribution algorithms, linear regression, speed-up, efficiency enhancement, extended compact genetic algorithms
1	Xavier Llorà, Kumara Sastry, Francesc Alías, David E. Goldberg, Michael Welge	Analyzing active interactive genetic algorithms using visual analytics.	GECCO	2006	DBLP DOI BibTeX RDF	active learning, visual analytics, interactive genetic algorithms, model learning
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	Sporadic model building for efficiency enhancement of hierarchical BOA.	GECCO	2006	DBLP DOI BibTeX RDF	sporadic model building, estimation of distribution algorithms, Bayesian optimization algorithm, efficiency enhancement, hierarchical BOA
1	Kumara Sastry, Paul Winward, David E. Goldberg, Cláudio F. Lima	Fluctuating Crosstalk as a Source of Deterministic Noise and Its Effects on GA Scalability.	EvoWorkshops	2006	DBLP DOI BibTeX RDF
1	Martin V. Butz, Kumara Sastry, David E. Goldberg	Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection.	Genetic Programming and Evolvable Machines	2005	DBLP DOI BibTeX RDF	learning classifier systems, XCS, genetics based machine learning, tournament selection
1	Laura A. McLay, David E. Goldberg	Efficient Genetic Algorithms Using Discretization Scheduling.	Evolutionary Computation	2005	DBLP DOI BibTeX RDF
1	Ying-Ping Chen, David E. Goldberg	Convergence Time for the Linkage Learning Genetic Algorithm.	Evolutionary Computation	2005	DBLP DOI BibTeX RDF
1	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems.	IEEE Trans. Evolutionary Computation	2005	DBLP DOI BibTeX RDF
1	Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson	Sub-structural Niching in Estimation of Distribution Algorithms	CoRR	2005	DBLP BibTeX RDF
1	Kumara Sastry, Una-May O'Reilly, David E. Goldberg	Population Sizing for Genetic Programming Based Upon Decision Making	CoRR	2005	DBLP BibTeX RDF
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	Multiobjective hBOA, Clustering, and Scalability	CoRR	2005	DBLP BibTeX RDF
1	Kumara Sastry, Hussein A. Abbass, David E. Goldberg	Sub-Structural Niching in Non-Stationary Environments	CoRR	2005	DBLP BibTeX RDF
1	Hussein A. Abbass, Kumara Sastry, David E. Goldberg	Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments	CoRR	2005	DBLP BibTeX RDF
1	Kumara Sastry, Martin Pelikan, David E. Goldberg	Decomposable Problems, Niching, and Scalability of Multiobjective Estimation of Distribution Algorithms	CoRR	2005	DBLP BibTeX RDF
1	Jaume Bacardit, David E. Goldberg, Martin V. Butz	Improving the Performance of a Pittsburgh Learning Classifier System Using a Default Rule.	IWLCS	2005	DBLP DOI BibTeX RDF
1	Xavier Llorà, Kumara Sastry, David E. Goldberg	Binary Rule Encoding Schemes: A Study Using the Compact Classifier System.	IWLCS	2005	DBLP DOI BibTeX RDF
1	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Effect of Pure Error-Based Fitness in XCS.	IWLCS	2005	DBLP DOI BibTeX RDF
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction in multistep environments.	GECCO	2005	DBLP DOI BibTeX RDF	generalization, XCS, LCS, RL
1	Xavier Llorà, Kumara Sastry, David E. Goldberg	The compact classifier system: motivation, analysis, and first results.	GECCO	2005	DBLP DOI BibTeX RDF	compact classifier system, maximally general classifiers, spawning and merging populations, learning classifier systems
1	Tian-Li Yu, Kumara Sastry, David E. Goldberg	Linkage learning, overlapping building blocks, and systematic strategy for scalable recombination.	GECCO	2005	DBLP DOI BibTeX RDF	overlapping building blocks, genetic algorithms, model building, linkage learning
1	Cláudio F. Lima, Kumara Sastry, David E. Goldberg, Fernando G. Lobo	Combining competent crossover and mutation operators: a probabilistic model building approach.	GECCO	2005	DBLP DOI BibTeX RDF	BB-wise mutation, competent genetic algorithms, hybridization, probabilistic model building genetic algorithms
1	Martin Pelikan, Kumara Sastry, David E. Goldberg	Multiobjective hBOA, clustering, and scalability.	GECCO	2005	DBLP DOI BibTeX RDF	BOA, nondominated sorting, genetic algorithms, clustering, multiobjective optimization, estimation of distribution algorithms, NSGA-II
1	Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson	Sub-structural niching in estimation of distribution algorithms.	GECCO	2005	DBLP DOI BibTeX RDF	fitness estimation, genetic algorithms, multimodal, probabilistic models, estimation of distribution algorithms, building blocks, niching, multiobjective, eCGA, fitness approximation
1	Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg	Extracted global structure makes local building block processing effective in XCS.	GECCO	2005	DBLP DOI BibTeX RDF	building block processing, decomposable classification problems, extended compact GA, learning classifier systems, estimation of distribution algorithms, bayesian optimization algorithm
1	Jian-Hung Chen, Shinn-Ying Ho, David E. Goldberg	Quality-time analysis of multi-objective evolutionary algorithms.	GECCO	2005	DBLP DOI BibTeX RDF	dissimilar schemata, convergence, multi-objective evolutionary algorithms, population sizing
1	Xavier Llorà, Kumara Sastry, David E. Goldberg, Abhimanyu Gupta, Lalitha Lakshmi	Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness.	GECCO	2005	DBLP DOI BibTeX RDF	human evaluation, synthetic fitness, support vector machines, interactive evolutionary computation
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Extending XCSF beyond linear approximation.	GECCO	2005	DBLP DOI BibTeX RDF	XCS, function approximation, least squares, LCS
1	Xavier Llorà, Kumara Sastry, David E. Goldberg	Binary rule encoding schemes: a study using the compact classifier system.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	binary rule encoding, compact classifier system, maximally general classifiers, learning classifier systems
1	David E. Goldberg	Little Models, Big Results.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction in continuous multistep environments.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF

Publications of "David E. Goldberg" ( http://dblp.L3S.de/Authors/David_E._Goldberg )