Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing)

A parallel framework for loopy belief propagation

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

SDR: a better trigger for adaptive variance scaling in normal EDAs

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

Adaptive variance scaling in continuous multi-objective estimation-of-distribution algorithms

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

Cross entropy and adaptive variance scaling in continuous EDA

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

Mining gene structures to inject artificial chromosomes for genetic algorithm in single machine scheduling problems

Applied Soft Computing

iBOA: the incremental bayesian optimization algorithm

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

Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains

Connection Science - Evolutionary Learning and Optimisation

Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem

Journal of Heuristics

Enhancing the Performance of Maximum---Likelihood Gaussian EDAs Using Anticipated Mean Shift

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

Adding Probabilistic Dependencies to the Search of Protein Side Chain Configurations Using EDAs

Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X

Parameter Tuning of Real-Valued Crossover Operators for Statistics Preservation

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning

An estimation of distribution algorithm for minimizing the total flowtime in permutation flowshop scheduling problems

Computers and Operations Research

Triangulation of Bayesian networks with recursive estimation of distribution algorithms

International Journal of Approximate Reasoning

A particle filtering framework for randomized optimization algorithms

Proceedings of the 40th Conference on Winter Simulation

On empirical memory design, faster selection of bayesian factorizations and parameter-free gaussian EDAs

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

Approximating the search distribution to the selection distribution in EDAs

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

Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions

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

AMaLGaM IDEAs in noiseless black-box optimization benchmarking

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

Evaluating the cell broadband engine as a platform to run estimation of distribution algorithms

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

EDA-Based Logistic Regression Applied to Biomarkers Selection in Breast Cancer

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living

On the Model---Building Issue of Multi---Objective Estimation of Distribution Algorithms

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

2009 Special Issue: Integrated feature and parameter optimization for an evolving spiking neural network: Exploring heterogeneous probabilistic models

Neural Networks

A novel EDAs based method for HP model protein folding

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

Analyzing the probability of the optimum in EDAs based on Bayesian networks

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

Hybridization of Evolutionary Mechanisms for Feature Subset Selection in Unsupervised Learning

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence

Approximating the set of Pareto-optimal solutions in both the decision and objective spaces by an estimation of distribution algorithm

IEEE Transactions on Evolutionary Computation

Quantum-inspired evolutionary algorithm: a multimodel EDA

IEEE Transactions on Evolutionary Computation - Special issue on evolutionary algorithms based on probabilistic models

The role of a priori information in the minimization of contact potentials by means of estimation of distribution algorithms

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics

Moving away from error-based learning in multi-objective estimation of distribution algorithms

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Towards drift correction in chemical sensors using an evolutionary strategy

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Towards automated selection of estimation of distribution algorithms

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation

EDA-PSO: a hybrid paradigm combining estimation of distribution algorithms and particle swarm optimization

ANTS'10 Proceedings of the 7th international conference on Swarm intelligence

Multi-marker tagging single nucleotide polymorphism selection using estimation of distribution algorithms

Artificial Intelligence in Medicine

Probabilistic graphical models in artificial intelligence

Applied Soft Computing

Regularized logistic regression without a penalty term: An application to cancer classification with microarray data

Expert Systems with Applications: An International Journal

Univariate marginal distribution algorithm dynamics for a class of parametric functions with unitation constraints

Information Sciences: an International Journal

Multi-objective optimization with joint probabilistic modeling of objectives and variables

EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization

An effective estimation of distribution algorithm for the multi-mode resource-constrained project scheduling problem

Computers and Operations Research

Parallel exploitation in estimated basins of attraction: a new derivative-free optimization algorithm

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

A preliminary study on EDAs for permutation problems based on marginal-based models

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

Robust design of a re-entry unmanned space vehicle by multi-fidelity evolution control

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

Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions

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

The roles of local search, model building and optimal mixing in evolutionary algorithms from a bbo perspective

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

Evolutionary bayesian classifier-based optimization in continuous domains

SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning

Multi-Objective optimization with an adaptive resonance theory-based estimation of distribution algorithm: a comparative study

LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization

Neural networks ensembles approach for simulation of solar arrays degradation process

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I

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

Probabilistic graphical approaches for learning, modeling, and sampling in evolutionary multi-objective optimization

WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence

A review on probabilistic graphical models in evolutionary computation

Journal of Heuristics

New Evolutionary Algorithm Based on 2-Opt Local Search to Solve the Vehicle Routing Problem with Private Fleet and Common Carrier

International Journal of Applied Metaheuristic Computing

Regularized continuous estimation of distribution algorithms

Applied Soft Computing

More concise and robust linkage learning by filtering and combining linkage hierarchies

Proceedings of the 15th annual conference on Genetic and evolutionary computation

Multi-objective optimization with estimation of distribution algorithm in a noisy environment

Evolutionary Computation

Benchmarking parameter-free amalgam on functions with and without noise

Evolutionary Computation

Hybrid Estimation of Distribution Algorithm for solving Single Row Facility Layout Problem

Computers and Industrial Engineering

A new measure for gene expression biclustering based on non-parametric correlation

Computer Methods and Programs in Biomedicine

Estimation of distribution algorithm for a class of nonlinear bilevel programming problems

Information Sciences: an International Journal

Multi-objective optimization with an adaptive resonance theory-based estimation of distribution algorithm

Annals of Mathematics and Artificial Intelligence

Ant Colony Estimator: An intelligent particle filter based on ACOR

Engineering Applications of Artificial Intelligence

Distributed Estimation of Distribution Algorithms for continuous optimization: How does the exchanged information influence their behavior?

Information Sciences: an International Journal