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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.

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

1/05/1630/06/18

Project: Research

Research Output 2011 2017

  • 4 Conference Paper
  • 4 Article

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, Proceedings. Beck , C. (ed.). Cham Switzerland: Springer, Vol. 10416 , p. 321-337 17 p. (1Lecture Notes in Computer Science; vol. 10416 )

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

Estimating the size of search trees by sampling with domain knowledge

Belov, G., Esler, S., Fernando, D., Le Bodic, P. & Nemhauser, G. L. 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, Proceedings. Springer-Verlag London Ltd., Vol. 8451 LNCS, p. 159-175 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8451 LNCS)

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

Conservative scales in packing problems

Belov, G., Kartak, V. M., Rohling, H. & Scheithauer, G. 2013 In : OR Spectrum. 35, 2, p. 505-542 38 p.

Research output: Contribution to journalArticleResearchpeer-review