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- AI: computational intelligence, genetic programming, evolutionary computation, multi-objective optimization
- AI applications: biological modeling, evolutionary design
My research is in the area of evolutionary computation. I have been applying genetic programming towards automatic synthesis of probabilistic networks, as modeled in stochastic process algebra. Probabilistic models in gene regulatory networks have been studied in this framework. I have also interested in GP applications in evolutionary design.
Member of the Bio-Inspired Computational Intelligence Group.
- MSc University of British Columbia
- PhD University of Edinburgh
"The Evolution of Higher-Level Biochemical Reaction Models".
B.J. Ross. Genetic Programming and Evolvable Machines., v.13, n.1, 2012, pp. 3-31.
"Automatic and Interactive Evolution of Vector Graphics Images with Genetic Algorithms".
S. Bergen and B.J. Ross. The Visual Computer, v.28, n.1, Jan 2012, pp. 35-36.
"Evolutionary Synthesis of Stochastic Gene Network Models using Feature-based Search Spaces".
J. Imada and B.J. Ross. New Generation Computing, v.29, n.4, Oct 2011, pp. 365-390.
"Evolutionary Approaches to the Generation of Optimal Error Correcting Codes".
D. McCarney, S. Houghten, and B.J. Ross. GECCO 2012, Philadelphia, July 2012.
"Aesthetic 3D Model Evolution".
S. Bergen and B.J. Ross. EvoMusArt 2012, Malaga, Spain. Best paper award.
"Evolution of Stochastic Bio-Networks Using Summed Rank Strategies".
B.J. Ross. CEC 2011, New Orleans, June 2011.
"Evolutionary Art Using Summed Multi-Objective Ranks".
S. Bergen and B.J. Ross. Genetic Programming Theory and Practice VIII,
R. Riolo, T. McConaghy, E. Vladislavleva (eds.), Springer, 2010, pp. 227-244.
"Using Multi-objective Genetic Programming to Synthesize Stochastic Processes".
B.J. Ross and J. Imada. Genetic Programming Theory and Practice VII,
R. Riolo, U.-M. O'Reilly and T. McConaghy (eds.), Springer, 2010, pp. 159-175.
- "The Evolution of Artistic Filters".
C. Neufeld, B.J. Ross, W. Ralph. The Art of Artificial Evolution, P. Machado and J. Cardalda (eds.), Springer, 2008, pp.
Recent Graduate Students
- Janine Imada, MSc, Evolutionary Synthesis of Stochastic Gene Network
Models Using Feature-based Search Spaces. Feb 2009.