Publications
Please note: all publications are under my full name, Alexander Brownlee.
Structure Learning and Optimisation in a Markov-network based Estimation of Distribution Algorithm - PDF
Alexander Brownlee, John McCall, Siddhartha Shakya and Qingfu Zhang
IEEE CEC 2009
A fully Multivariate DEUM Algorithm
Siddhartha Shakya, Alexander Brownlee, John McCall, François Fournier and Gilbert Owusu
IEEE CEC 2009
Optimisation and Fitness Modelling of Bio-control in Mushroom Farming using a Markov Network EDA - Poster - Abstract
McCall, J., Wu, Y., Godley, P., Brownlee, A., Cairns, D., Cowie, J
GECCO 2008
An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy - Poster - Abstract (Technical Report with results available from MEDAL homepage, report no. 2008005)
Brownlee, A., Pelikan, M, McCall, J., Petrovski, A
GECCO 2008
Approaches to Selection and Their Effect on Fitness Modelling in an Estimation of Distribution Algorithm - PDF
Brownlee, A., McCall, J., Zhang, Q. and Brown, D.
IEEE CEC 2008
Biocontrol in Mushroom Farming using a Markov Network EDA - PDF
McCall, J., Wu, Y., Godley, P., Brownlee, A., and Cairns, D.
IEEE CEC 2008
Solving the MAXSAT Problem using a Multivariate EDA based on Markov Networks - PDF
Brownlee, A., McCall, J. and Brown, D.
GECCO 2007 Late Breaking Papers
Statistical optimisation and tuning of GA factors - PDF
Petrovski, A., Brownlee, A. and McCall, J.
Proceedings of the IEEE Congress on Evolutionary Computation 2005 Vol. 1, pp. 758-764, ISBN 0-7803-9363-5
Invited talks
Markov Networks and Fitness Modelling in Evolutionary Algorithms
University of Stirling, 17 October 2008