Parameter-Less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search. - Cláudio F. Lima; Fernando G. Lobo (GECCO (1), 2004)

An Architecture for Massive Parallelization of the Compact Genetic Algorithm. - Fernando G. Lobo; Cláudio F. Lima; Hugo Martires (GECCO (2), 2004)

Combining competent crossover and mutation operators: a probabilistic model building approach. - Cláudio F. Lima; Kumara Sastry; David E. Goldberg; Fernando G. Lobo (GECCO, 2005)

A review of adaptive population sizing schemes in genetic algorithms. - Fernando G. Lobo; Cláudio F. Lima (GECCO Workshops, 2005)

Fluctuating Crosstalk as a Source of Deterministic Noise and Its Effects on GA Scalability. - Kumara Sastry; Paul Winward; David E. Goldberg; Cláudio F. Lima (EvoWorkshops, 2006)

On the utility of the multimodal problem generator for assessing the performance of evolutionary algorithms. - Fernando G. Lobo; Cláudio F. Lima (GECCO, 2006)

Revisiting evolutionary algorithms with on-the-fly population size adjustment. - Fernando G. Lobo; Cláudio F. Lima (GECCO, 2006)

Evaluation relaxation using substructural information and linear estimation. - Kumara Sastry; Cláudio F. Lima; David E. Goldberg (GECCO, 2006)

Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm. - Cláudio F. Lima; Martin Pelikan; Kumara Sastry; Martin V. Butz; David E. Goldberg; Fernando G. Lobo (PPSN, 2006)

Influence of selection and replacement strategies on linkage learning in BOA. - Cláudio F. Lima; Martin Pelikan; David E. Goldberg; Fernando G. Lobo; Kumara Sastry; Mark Hauschild (IEEE Congress on Evolutionary Computation, 2007)

Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. - Mark Hauschild; Martin Pelikan; Cláudio F. Lima; Kumara Sastry (GECCO, 2007)

Linkage Learning, Rule Representation, and the X-Ary Extended Compact Classifier System. - Xavier Llorà; Kumara Sastry; Cláudio F. Lima; Fernando G. Lobo; David E. Goldberg (IWLCS, 2007)

Adaptive Population Sizing Schemes in Genetic Algorithms. - Fernando G. Lobo; Cláudio F. Lima (Parameter Setting in Evolutionary Algorithms, 2007)

UMDAs for dynamic optimization problems. - Carlos M. Fernandes 001; Cláudio F. Lima; Agostinho C. Rosa (GECCO, 2008)

Investigating restricted tournament replacement in ECGA for non-stationary environments. - Cláudio F. Lima; Carlos M. Fernandes 001; Fernando G. Lobo (GECCO, 2008)

From mating pool distributions to model overfitting. - Cláudio F. Lima; Fernando G. Lobo; Martin Pelikan (GECCO, 2008)

Linkage Learning Accuracy in the Bayesian Optimization Algorithm. - Cláudio F. Lima; Martin Pelikan; David E. Goldberg; Fernando G. Lobo; Kumara Sastry; Mark Hauschild (Linkage in Evolutionary Computation, 2008)

An Ant-Based Rule for UMDA's Update Strategy. - Carlos M. Fernandes 001; Cláudio F. Lima; Juan Luis Jiménez Laredo; Agostinho C. Rosa; Juan Julián Merelo Guervós (ECAL (2), 2009)

Loopy Substructural Local Search for the Bayesian Optimization Algorithm. - Cláudio F. Lima; Martin Pelikan; Fernando G. Lobo; David E. Goldberg (SLS, 2009)

Dependency Structure Matrix, Genetic Algorithms, and Effective Recombination. - Tian-Li Yu 001; David E. Goldberg; Kumara Sastry; Cláudio F. Lima; Martin Pelikan (Evol. Comput., 2009)

Analyzing Probabilistic Models in Hierarchical BOA. - Mark Hauschild; Martin Pelikan; Kumara Sastry; Cláudio F. Lima (IEEE Trans. Evol. Comput., 2009)

Towards automated selection of estimation of distribution algorithms. - Fernando G. Lobo; Cláudio F. Lima (GECCO (Companion), 2010)

Model accuracy in the Bayesian optimization algorithm. - Cláudio F. Lima; Fernando G. Lobo; Martin Pelikan; David E. Goldberg (Soft Comput., 2011)