Publications

  • On the convergence of a regularized Jacobi algorithm for convex optimization
    G. Banjac, K. Margellos and P. Goulart
    IEEE Transactions on Automatic Control, 2017. To appear.
    BibTeX  URL  Preprint 

    @article{BMG:2017,
      author = {G. Banjac and K. Margellos and P. Goulart},
      title = {On the convergence of a regularized Jacobi algorithm for convex optimization},
      journal = {IEEE Transactions on Automatic Control},
      year = {2017},
      note = {To appear},
      url = {https://dx.doi.org/10.1109/TAC.2017.2737319},
      doi = {10.1109/TAC.2017.2737319}
    }
    

  • Embedded code generation using the OSQP solver
    G. Banjac, B. Stellato, N. Moehle, P. Goulart, A. Bemporad and S. Boyd
    in IEEE Conference on Decision and Control, Melbourne, Australia, December 2017.
    BibTeX  Preprint  Code 

    @inproceedings{BSMetal:2017,
      author = {G. Banjac and B. Stellato and N. Moehle and P. Goulart and A. Bemporad and S. Boyd},
      title = {Embedded code generation using the OSQP solver},
      booktitle = {IEEE Conference on Decision and Control},
      year = {2017}
    }
    

  • A novel approach for solving convex problems with cardinality constraints
    G. Banjac and P. Goulart
    in IFAC World Congress, Toulouse, France, July 2017.
    BibTeX  URL 

    @inproceedings{BG:2017,
      author = {G. Banjac and P. Goulart},
      title = {A novel approach for solving convex problems with cardinality constraints},
      booktitle = {IFAC World Congress},
      year = {2017},
      url = {https://doi.org/10.1016/j.ifacol.2017.08.2174},
      doi = {10.1016/j.ifacol.2017.08.2174}
    }
    

  • Infeasibility detection in the alternating direction method of multipliers for convex optimization
    G. Banjac, P. Goulart, B. Stellato and S. Boyd
    June 2017.
    BibTeX  Preprint 

    @article{BGSetal:2017,
      author = {G. Banjac and P. Goulart and B. Stellato and S. Boyd},
      title = {Infeasibility detection in the alternating direction method of multipliers for convex optimization},
      year = {2017}
    }
    

  • Global linear convergence in operator splitting methods
    G. Banjac and P. Goulart
    in IEEE Conference on Decision and Control, Las Vegas, NV, USA, December 2016.
    BibTeX  URL 

    @inproceedings{BG:2016b,
      author = {G. Banjac and P. Goulart},
      title = {Global linear convergence in operator splitting methods},
      booktitle = {IEEE Conference on Decision and Control},
      year = {2016},
      url = {https://dx.doi.org/10.1109/CDC.2016.7798275},
      doi = {10.1109/CDC.2016.7798275}
    }
    

  • Tight global linear convergence rate bounds for operator splitting methods
    G. Banjac and P. Goulart
    March 2016.
    BibTeX  Preprint 

    @article{BG:2016a,
      author = {G. Banjac and P. Goulart},
      title = {Tight global linear convergence rate bounds for operator splitting methods},
      year = {2016}
    }
    

  • Adaptable urban water demand prediction system
    G. Banjac, M. Vašak and M. Baotić
    Water Science and Technology: Water Supply, vol. 15, no. 5, pp. 958-964, October 2015.
    BibTeX  URL 

    @article{BVB:2015,
      author = {G. Banjac and M. Va\v{s}ak and M. Baoti{\'c}},
      title = {Adaptable urban water demand prediction system},
      journal = {Water Science and Technology: Water Supply},
      year = {2015},
      volume = {15},
      number = {5},
      pages = {958-964},
      url = {http://dx.doi.org/10.2166/ws.2015.048},
      doi = {10.2166/ws.2015.048}
    }
    

  • Water use disaggregation based on classification of feature vectors extracted from smart meter data
    M. Vašak, G. Banjac and H. Novak
    in Computing and Control for the Water Industry Conference, Leicester, UK, September 2015.
    BibTeX  URL 

    @inproceedings{VBN:2015,
      author = {M. Va\v{s}ak and G. Banjac and H. Novak},
      title = {Water use disaggregation based on classification of feature vectors extracted from smart meter data},
      booktitle = {Computing and Control for the Water Industry Conference},
      year = {2015},
      url = {http://dx.doi.org/10.1016/j.proeng.2015.08.992},
      doi = {10.1016/j.proeng.2015.08.992}
    }
    

  • Dynamic day-ahead water pricing based on smart metering and demand prediction
    M. Vašak, G. Banjac, M. Baotić and J. Matuško
    in Conference on Water Distribution System Analysis, Bari, Italy, July 2014.
    BibTeX  URL 

    @inproceedings{VBBetal:2014,
      author = {M. Va\v{s}ak and G. Banjac and M. Baoti{\'c} and J. Matu\v{s}ko},
      title = {Dynamic day-ahead water pricing based on smart metering and demand prediction},
      booktitle = {Conference on Water Distribution System Analysis},
      year = {2014},
      url = {http://dx.doi.org/10.1016/j.proeng.2014.11.221},
      doi = {10.1016/j.proeng.2014.11.221}
    }
    

  • Load forecast of a university building for application in microgrid power flow optimization
    M. Gulin, M. Vašak, G. Banjac and T. Tomiša
    in IEEE International Energy Conference, Dubrovnik, Croatia, May 2014.
    BibTeX  URL 

    @inproceedings{GVBetal:2014,
      author = {M. Gulin and M. Va\v{s}ak and G. Banjac and T. Tomi\v{s}a},
      title = {Load forecast of a university building for application in microgrid power flow optimization},
      booktitle = {IEEE International Energy Conference},
      year = {2014},
      url = {http://dx.doi.org/10.1109/ENERGYCON.2014.6850579},
      doi = {10.1109/ENERGYCON.2014.6850579}
    }
    

  • Tuning of model predictive controller for wind turbine load reduction
    G. Banjac, V. Spudić and M. Baotić
    in International Convention on Information and Communication Technology, Electronics and Microelectronics, Opatija, Croatia, May 2013.
    BibTeX  URL 

    @inproceedings{BSB:2013,
      author = {G. Banjac and V. Spudi{\'c} and M. Baoti{\'c}},
      title = {Tuning of model predictive controller for wind turbine load reduction},
      booktitle = {International Convention on Information and Communication Technology, Electronics and Microelectronics},
      year = {2013},
      url = {http://ieeexplore.ieee.org/document/6596388}
    }