More specifically, we propose two approaches to biasing model building in the hierarchical Bayesian optimization algorithm (hBOA) based on knowledge ...

Mar 1, 2012 · More specifically, we propose two approaches to biasing model building in the hierarchical Bayesian optimization algorithm (hBOA) based on ...

Intelligent bias of network structures in the hierarchical BOA. GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation.

Using previous models to bias structural learning in the hierarchical BOA. Mark Hauschild, Martin Pelikan, Kumara Sastry, and David E. Goldberg. MEDAL Report ...

While the techniques discussed in this paper are designed for the hierarchical Bayesian optimization al- gorithm (hBOA), the proposed techniques can be adapted.

May 21, 2015 · More specifically, we propose two approaches to biasing model building in the hierarchical Bayesian optimization algorithm (hBOA) based on ...

More specifically, we propose two approaches to biasing model building in the hierarchical Bayesian optimization algorithm (hBOA) based on knowledge ...

Using Previous Models to Bias Structural Learning in the Hierarchical BOA ... Evolutionary Computation (2012) 20 (1): 135–160. Abstract.

The technique enables practitioners to improve hBOA efficiency by collecting statistics from probabilistic models obtained in previous hBOA runs and using the ...