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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. Alumni
bsilvert [at] cs utexas edu
Risto Miikkulainen
Faculty
risto [at] cs utexas edu
Publications
A Probabilistic Architecture for Algorithm Portfolios
2012
Bryan Silverthorn, PhD Thesis, Department of Computer Science, The University of Texas at Austin.
Surviving Solver Sensitivity: An ASP Practitioner's Guide
2012
Bryan Silverthorn, Yuliya Lierler and Marius Schneider,
International Conference on Logic Programming (ICLP)
(2012).
Latent Class Models for Algorithm Portfolio Methods
2010
Bryan Silverthorn and Risto Miikkulainen, In
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence
2010.
Related Areas
Algorithm Portfolios
Applications
Learning for Planning and Problem Solving
Satisfiability
Software/Data
Borg
The borg project
includes a practical algorithm...
2011
Demos
Model-Based Visualization of Solver Performance Data
Bryan Silverthorn
2011
Labs
Neural Networks