Non-Model-Based Search Guidance for Set Partitioning Problems
Serdar Kadioglu, Yuri Malitsky, et al.
AAAI 2012
Our objective is to boost the state-of-the-art performance in MaxSAT solving. To this end, we employ the instance-specific algorithm configurator ISAC, and improve it with the latest in portfolio technology. Experimental results on SAT show that this combination marks a significant step forward in our ability to tune algorithms instance-specifically. We then apply the new methodology to a number of MaxSAT problem domains and show that the resulting solvers consistently outperform the best existing solvers on the respective problem families. In fact, the solvers presented here were independently evaluated at the 2013 and 2014 MaxSAT Evaluations where they won several categories.
Serdar Kadioglu, Yuri Malitsky, et al.
AAAI 2012
Bernd Bischl, Pascal Kerschke, et al.
Artificial Intelligence
Yuri Malitsky, Ashish Sabharwal, et al.
IJCAI 2013
Andrea Loreggia, Yuri Malitsky, et al.
AAAI 2016