Mark Hauschild

Publication Activity (10 Years)

Years Active: 2007-2017
Publications (10 Years): 1

Top Topics

Transfer Learning

Genetic Algorithm

Hierarchical Bayesian

Top Venues

Publications

Cezary Z. Janikow, Mark Hauschild
Automatic generation of domain-specific genetic algorithm operators using the hierarchical bayesian optimization algorithm. GECCO (2017)
Martin Pelikan, Mark Hauschild
Distance-Based Bias in Model-Directed Optimization of Additively Decomposable Problems CoRR (2012)
Mark Hauschild, Sanjiv K. Bhatia, Martin Pelikan
Image segmentation using a genetic algorithm and hierarchical local search. GECCO (2012)
Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg
Using Previous Models to Bias Structural Learning in the Hierarchical BOA. Evol. Comput. 20 (1) (2012)
Martin Pelikan, Mark Hauschild, Pier Luca Lanzi
Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA. PPSN (1) (2012)
Martin Pelikan, Mark Hauschild
Distance-based bias in model-directed optimization of additively decomposable problems. GECCO (2012)
Martin Pelikan, Mark Hauschild
Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA CoRR (2012)
Mark Hauschild, Martin Pelikan
Advanced neighborhoods and problem difficulty measures. GECCO (2011)
Martin Pelikan, Mark Hauschild, Dirk Thierens
Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm. GECCO (2011)
Mark Hauschild, Martin Pelikan
An introduction and survey of estimation of distribution algorithms. Swarm Evol. Comput. 1 (3) (2011)
Cezary Z. Janikow, John W. Aleshunas, Mark Hauschild
Second order heuristics in ACGP. GECCO (Companion) (2011)
Mark Hauschild, Martin Pelikan
Network crossover performance on NK landscapes and deceptive problems. GECCO (2010)
Mark Hauschild, Martin Pelikan
Performance of Network Crossover on NK Landscapes and Spin Glasses. PPSN (2) (2010)
Mark Hauschild, Martin Pelikan, Kumara Sastry, Cláudio F. Lima
Analyzing Probabilistic Models in Hierarchical BOA. IEEE Trans. Evol. Comput. 13 (6) (2009)
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)
Mark Hauschild, Martin Pelikan
Intelligent bias of network structures in the hierarchical BOA. GECCO (2009)
Mark Hauschild, Martin Pelikan
Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions. PPSN (2008)
Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg
Using previous models to bias structural learning in the hierarchical BOA. GECCO (2008)
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)
Mark Hauschild, Martin Pelikan, Cláudio F. Lima, Kumara Sastry
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. GECCO (2007)