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Personal profile

Biography

2015-current: Research Fellow at Monash University, Faculty of IT

       - upgrading the linearization library of the Constraint Programming language MiniZinc. The library translates CP models into Mixed-Integer Linear programs and interfaces the toolchain to commercial and open-source MIP solvers (Gurobi, IBM ILOG CPLEX, FICO XPRESS, COIN-OR CBC, SCIP)

       - collaboration with industry, e.g.: process plant layout design, workforce rostering

2013-2015: University of Melbourne, School of Engineering

       - collaboration in a Hunter Valley Coal Chain logistics optimization project

2011-2013: Research and teaching at the University of Duisburg-Essen, Germany

2004-2011: Research and teaching at the TU Dresden. Cutting & packing problems, column generation, dynamic programming, dual-feasible functions.

Research area keywords

  • Combinatorial Optimisation
  • Integer Programming
  • human-in-the-loop control

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2016 2018

Development of Software System for Group Work Scheduling

Wallace, M., Krishnamoorthy, M., Ernst, A., Belov, G., de Koninck, L., Sletten, T., Howard, M. E., Wilson Rajaratnam, S. & Lockley, S.

1/05/1630/06/18

Project: Research

Research Output 2001 2018

Process plant layout optimization: equipment allocation

Belov, G., Czauderna, T., de la Banda, M. G., Klapperstueck, M., Senthooran, I., Smith, M., Wybrow, M. & Wallace, M., 23 Aug 2018, Principles and Practice of Constraint Programming : 24th International Conference, CP 2018 Lille, France, August 27–31, 2018 Proceedings. Hooker, J. (ed.). Cham Switzerland: Springer, p. 473-489 17 p. (Lecture Notes in Computer Science; vol. 11008 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

An optimization model for 3D pipe routing with flexibility constraints

Belov, G., Czauderna, T., Dzaferovic, A., de la Banda, M. G., Wybrow, M. & Wallace, M., 2017, Principles and Practice of Constraint Programming : 23rd International Conference CP 2017, Melbourne, VIC, Australia, August 28 – September 1, 2017 Proceedings. Beck, J. C. (ed.). Cham Switzerland: Springer, p. 321-337 17 p. (Lecture Notes in Computer Science; vol. 10416 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Estimating the size of search trees by sampling with domain knowledge

Belov, G., Esler, S., Fernando, D., Le Bodic, P. & Nemhauser, G. L., 1 Jan 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17). Sierra, C. (ed.). Canada: International Joint Conferences on Artificial Intelligence, p. 473-479 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Improved linearization of constraint programming models

Belov, G., Stuckey, P. J., Tack, G. & Wallace, M., 2016, Principles and Practice of Constraint Programming: 22nd International Conference, CP 2016, Toulouse, France, September 5-9, 2016, Proceedings. Rueher, M. (ed.). Switzerland: Springer, p. 49-65 17 p. (Lecture Notes in Computer Science; vol. 9892).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Local search for a cargo assembly planning problem

Belov, G., Boland, N., Savelsbergh, M. W. P. & Stuckey, P. J., 2014, Integration of AI and OR Techniques in Constraint Programming : 11th International Conference, CPAIOR 2014, Cork, Ireland, May 19-23, 2014, Proceedings. Simonis, H. (ed.). Cham Switzerland : Springer, p. 159-175 17 p. (Lecture Notes in Computer Science ; vol. 8451 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review