@inproceedings{FreEtAl16,
  author    = {Alexandre Fr{\'{e}}chette and
               Lars Kotthoff and
               Tomasz P. Michalak and
               Talal Rahwan and
               Holger H. Hoos and
               Kevin Leyton{-}Brown},
  xeditor    = {Dale Schuurmans and
               Michael P. Wellman},
  title     = {Using the {Shapley} Value to Analyze Algorithm Portfolios},
  booktitle = {Proceedings of the 30th {AAAI} Conference on Artificial Intelligence (AAAI-16)},
  pages     = {3397--3403},
  publisher = {{AAAI} Press},
  year      = {2016},
  url       = {http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12495},
  tags = {empirical algorithmics, AI, algorithm selection, SAT, machine learning},
}

@article{Hoos12,
  author    = {Holger H. Hoos},
  cauthor    = {H. H. Hoos},
  title     = {Programming by {Optimization}},
  journal   = {Communications of the ACM},
  volume    = 55,
  number    = 2,
  pages     = {70--80},
  year      = 2012,
  url       = {http://doi.acm.org/10.1145/2076450.2076469},
  doi       = {10.1145/2076450.2076469},
  tags      = {comprehensive introduction to the PbO paradigm; the appendix contains the current description of the generic PbO programming language extension}
}

@techreport{Hoos15,
  author    = {Holger H. Hoos},
  title     = {{Sparkle}: A PbO-based Multi-agent Problem-solving Platform},
  institution = {Department of Computer Science, University of British Columbia},
  year      = {2015}
}

@inproceedings{XuEtAl12,
  author    = {Lin Xu and
               Frank Hutter and
               Holger Hoos and
               Kevin Leyton{-}Brown},
  cauthor    = {L. Xu and
               F. Hutter and
               H. Hoos and
               K. Leyton{-}Brown},
  editor    = {Alessandro Cimatti and
               Roberto Sebastiani},
  title     = {Evaluating Component Solver Contributions to Portfolio-Based Algorithm
               Selectors},
  booktitle = {Theory and Applications of Satisfiability Testing - {SAT} 2012 - 15th
               International Conference, Trento, Italy, June 17-20, 2012. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = 7317,
  pages     = {228--241},
  publisher = {Springer},
  year      = 2012,
  url       = {https://doi.org/10.1007/978-3-642-31612-8_18},
  doi       = {10.1007/978-3-642-31612-8_18},
  tags      = {SATzilla, portfolio-based algorithm selection, performance evaluation, performance prediction, computer-aided algorithm design, AI, empirical algorithmics}
}

@article{LinEtAl15,
  author    = {Marius Thomas Lindauer and
               Holger H. Hoos and
               Frank Hutter and
               Torsten Schaub},
  title     = {{AutoFolio}: An Automatically Configured Algorithm Selector},
  journal   = {Journal of Artificial Intelligence Research},
  volume    = {53},
  pages     = {745--778},
  year      = {2015},
  url       = {https://doi.org/10.1613/jair.4726},
  doi       = {10.1613/jair.4726},
  tags      = {AI, machine learning, empirical algorithmics, algorithm selection, algorithm configuration, SAT, CSP, MAXSAT, applications},
}

@inproceedings{HutEtAl11,
    author = "Hutter, Frank and Hoos, Holger H. and Leyton-Brown, Kevin",
    title = "Sequential Model-Based Optimization for General Algorithm Configuration",
    booktitle = "Proceedings of the 5th International Conference on Learning and Intelligent Optimization (LION 5)",
    pages = "507--523",
    year = "2011",
    tags = "computer-aided algorithm design, algorithm configuration, parameter tuning, empirical algorithmics, AI"
}

@article{FawcettHoos16,
  author    = {Chris Fawcett and
               Holger H. Hoos},
  title     = {Analysing differences between algorithm configurations through ablation},
  journal   = {J. Heuristics},
  volume    = {22},
  number    = {4},
  pages     = {431--458},
  year      = {2016},
  url       = {https://doi.org/10.1007/s10732-014-9275-9},
  doi       = {10.1007/s10732-014-9275-9},
  biburl    = {https://dblp.org/rec/journals/heuristics/FawcettH16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
