neural networks research group
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Borg: A General-Purpose Algorithm Portfolio System
Active from 2009 - 2013
The borg project includes a practical algorithm portfolio for decision problems, a set of tools for algorithm portfolio development, and a research platform for the application of statistical models and decision-theoretic reasoning to the algorithm portfolio setting.
http://nn.cs.utexas.edu/pages/research/borg/
People
Bryan Silverthorn Ph.D. Student (Alumni) bsilvert@cs.utexas.edu
Risto Miikkulainen Professor risto@cs.utexas.edu
Demos
Model-Based Visualization of Solver Performance DataBryan Silverthorn2011
Publications (3)
A Probabilistic Architecture for Algorithm Portfolios Bryan Silverthorn PhD Thesis, Department of Computer Science, The University of Texas at Austin, 2012. 2012
Surviving Solver Sensitivity: An ASP Practitioner's Guide Bryan Silverthorn, Yuliya Lierler and Marius Schneider To Appear In International Conference on Logic Programming (ICLP), 2012. 2012
Latent Class Models for Algorithm Portfolio Methods Bryan Silverthorn and Risto Miikkulainen In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010. 2010
Software/Data
Borg

The borg project includes a practical algorithm...

2011
Related Areas
Learning for Planning and Problem Solving Algorithm Portfolios Satisfiability Applications
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