Bayesian optimization algorithm: from single level to hierarchy

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

Information Sciences: an International Journal - Special issue: Evolutionary computation

A hierarchy machine: learning to optimize from nature and humans

Complexity

Using a Markov network model in a univariate EDA: an empirical cost-benefit analysis

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Learning computer programs with the bayesian optimization algorithm

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Globally Multimodal Problem Optimization Via an Estimation of Distribution Algorithm Based on Unsupervised Learning of Bayesian Networks

Evolutionary Computation

Drift and Scaling in Estimation of Distribution Algorithms

Evolutionary Computation

Probabilistic modeling for continuous EDA with Boltzmann selection and Kullback-Leibeler divergence

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Sporadic model building for efficiency enhancement of hierarchical BOA

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Levels of abstraction in modeling and sampling: the feature-based Bayesian optimization algorithm

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Does overfitting affect performance in estimation of distribution algorithms

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Conquering hierarchical difficulty by explicit chunking: substructural chromosome compression

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Automated global structure extraction for effective local building block processing in XCS

Evolutionary Computation

Edge histogram based sampling with local search for solving permutation problems

International Journal of Hybrid Intelligent Systems

Order or not: does parallelization of model building in hBOA affect its scalability?

Proceedings of the 9th annual conference on Genetic and evolutionary computation

An application of EDA and GA to dynamic pricing

Proceedings of the 9th annual conference on Genetic and evolutionary computation

A building-block royal road where crossover is provably essential

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Sporadic model building for efficiency enhancement of the hierarchical BOA

Genetic Programming and Evolvable Machines

An EDA based on local markov property and gibbs sampling

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Learning Dynamic Bayesian Networks Structure Based on Bayesian Optimization Algorithm

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks

Effects of a deterministic hill climber on hBOA

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics

Dependency structure matrix, genetic algorithms, and effective recombination

Evolutionary Computation

Structure learning and optimisation in a Markov-network based estimation of distribution algorithm

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

A fully multivariate DEUM algorithm

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Direct and explicit building blocks identification and composition algorithm

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Effect of using partial solutions in edge histogram sampling algorithms with different local searches

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Hierarchical BOA solves ising spin glasses and MAXSAT

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII

Hybridization of estimation of distribution algorithms with a repair method for solving constraint satisfaction problems

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI

Wise breeding GA via machine learning techniques for function optimization

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI

Optimal decoding and minimal length for the non-unique oligonucleotide probe selection problem

Neurocomputing

The essence of real-valued characteristic function for pairwise relation in linkage learning for EDAs

Proceedings of the 13th annual conference on Genetic and evolutionary computation

Efficient EDA for large opimization problems via constraining the search space of models

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Estimation of distribution algorithms: from available implementations to potential developments

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Transformations in the scale of behavior and the global optimization of constraints in adaptive networks

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

An improved co-evolution genetic algorithm for combinatorial optimization problems

ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I

Diversity loss in general estimation of distribution algorithms

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

Model complexity vs. performance in the bayesian optimization algorithm

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

Estimation of distribution algorithms with mutation

EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization

Chi-Square matrix: an approach for building-block identification

ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday

Extended multi-objective fast messy genetic algorithm solving deception problems

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

A deterministic alternative to competent genetic algorithms that solves to optimality linearly decomposable non-overlapping problems in polynomial time

MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence

Military antenna design using simple and competent genetic algorithms

Mathematical and Computer Modelling: An International Journal

A Markovianity based optimisation algorithm

Genetic Programming and Evolvable Machines

Influence of selection on structure learning in markov network EDAs: an empirical study

Proceedings of the 14th annual conference on Genetic and evolutionary computation

Distance-based bias in model-directed optimization of additively decomposable problems

Proceedings of the 14th annual conference on Genetic and evolutionary computation