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)

Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions. - Mark Hauschild; Martin Pelikan (PPSN, 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)

Intelligent bias of network structures in the hierarchical BOA. - Mark Hauschild; Martin Pelikan (GECCO, 2009)

Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap. - Martin Pelikan; Kumara Sastry; David E. Goldberg; Martin V. Butz; Mark Hauschild (GECCO, 2009)

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

Network crossover performance on NK landscapes and deceptive problems. - Mark Hauschild; Martin Pelikan (GECCO, 2010)

Performance of Network Crossover on NK Landscapes and Spin Glasses. - Mark Hauschild; Martin Pelikan (PPSN (2), 2010)

Advanced neighborhoods and problem difficulty measures. - Mark Hauschild; Martin Pelikan (GECCO, 2011)

Second order heuristics in ACGP. - Cezary Z. Janikow; John W. Aleshunas; Mark Hauschild (GECCO (Companion), 2011)

Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm. - Martin Pelikan; Mark Hauschild; Dirk Thierens (GECCO, 2011)

An introduction and survey of estimation of distribution algorithms. - Mark Hauschild; Martin Pelikan (Swarm Evol. Comput., 2011)

Image segmentation using a genetic algorithm and hierarchical local search. - Mark Hauschild; Sanjiv K. Bhatia; Martin Pelikan (GECCO, 2012)

Distance-based bias in model-directed optimization of additively decomposable problems. - Martin Pelikan; Mark Hauschild (GECCO, 2012)

Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA. - Martin Pelikan; Mark Hauschild; Pier Luca Lanzi (PPSN (1), 2012)

Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA - Martin Pelikan; Mark Hauschild (CoRR, 2012)

Using Previous Models to Bias Structural Learning in the Hierarchical BOA. - Mark Hauschild; Martin Pelikan; Kumara Sastry; David E. Goldberg (Evol. Comput., 2012)

Estimation of Distribution Algorithms. - Martin Pelikan; Mark Hauschild; Fernando G. Lobo (Handbook of Computational Intelligence, 2015)

Automatic generation of domain-specific genetic algorithm operators using the hierarchical bayesian optimization algorithm. - Cezary Z. Janikow; Mark Hauschild (GECCO, 2017)