Bischl, B.; Kerschke, P.; Kotthoff, L.; Lindauer, M.; Malitsky,
Y.; Frechtte, A.; Hoos, H. H.; Hutter, F.; Leyton-Brown, K.;
Tierney, K.; and Vanschoren, J. 2016. ASlib: A Benchmark
Library for Algorithm Selection. Artifcial Intelligence
Hurley, B.; Kotthoff, L.; Malitsky, Y.; and O’Sullivan, B.
2014. Proteus: A Hierarchical Portfolio of Solvers and Transformations. In Integration of AI and OR Techniques in Constraint Programming: 11th International Conference, CPAIOR
2014 Proceedings, volume 8451 of Lecture Notes in Computer Science, 301–317. Berlin: Springer.
Kotthoff, L. 2014. Algorithm Selection for Combinatorial
Search Problems: A Survey. AI Magazine 35( 3): 48–60.
Kotthoff, L. 2015. ICON Challenge on Algorithm Selection.
Unpublished Paper. In Computing Research Repository
CoRR abs/1511.04326 (2015). Ithaca, NY: Cornell University Library.
O’Mahony, E.; Hebrard, E.; Holland, A.; Nugent, C.; and
O’Sullivan, B. 2008. Using Case-Based Reasoning in an Algorithm Portfolio for Constraint Solving. Paper presented at
the 19th Irish Conference on Artificial Intelligence and Cognitive Science, Cork, Ireland, August.
Rice, J. R. 1976. The Algorithm Selection Problem. Advances
15( 1): 65–118.
Xu, L.; Hutter, F.; Hoos, H. H.; and Leyton-Brown, K. 2008.
SATzilla: Portfolio-Based Algorithm Selection for SAT.
Journal of Artifcial Intelligence Research (JAIR) 32: 565–606.
Lars Kotthoff is a postdoctoral researcher at the University
of British Columbia, Vancouver, Canada, where he works
on automated algorithm configuration and selection and
uses optimization techniques for data mining and machine
learning. He previously held a postdoctoral appointment at
Insight Centre for Data Analytics, Cork, Ireland, and completed his Ph.D. work at the University of St Andrews, Scotland.
Barry Hurley is a Ph.D. student in the Insight Centre for
Data Analytics at University College Cork. His research considers the exploitation of machine learning for solving combinatorial decision and optimization problems.
Barry O’Sullivan serves as director of the Insight Centre for
Data Analytics and Pprofessor in the Department of Computer Science at University College Cork. O’Sullivan was
elected a Fellow of ECCAI, the European Coordinating
Committee for Artificial Intelligence (ECCAI), and a Senior
Member of AAAI, the Association for the Advancement of
Artificial Intelligence, in 2012.
AAAI 2018 Spring
Mark Your Calendars! e 2018 AAAI Spring
Symposium Series will be held March 26–28,
2018 at Stanford University.
The Call for Participation will be available in
August, and submissions will be due to the
organizers on October 20, 2017. A preliminary list of symposia will be available at the
spring symposium series website in late July.
For more information, please contact the
Symposium Cochairs, Christopher Geib and
Ron Petrick, at email@example.com or AAAI