Roussos G. Dimitrakopoulos
Orcid: 0000-0001-7329-2209Affiliations:
- McGill University, Montreal, Canada
According to our database1,
Roussos G. Dimitrakopoulos
authored at least 32 papers
between 2010 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes.
Comput. Oper. Res., November, 2023
Integrating short-term stochastic production planning updating with mining fleet management in industrial mining complexes: an actor-critic reinforcement learning approach.
Appl. Intell., October, 2023
Simultaneous stochastic optimization of an open-pit mining complex with preconcentration using reinforcement learning.
Appl. Soft Comput., May, 2023
2022
Updating geostatistically simulated models of mineral deposits in real-time with incoming new information using actor-critic reinforcement learning.
Comput. Geosci., 2022
CoRR, 2022
2021
Learning high-order spatial statistics at multiple scales: A kernel-based stochastic simulation algorithm and its implementation.
Comput. Geosci., 2021
Production scheduling in industrial mining complexes with incoming new information using tree search and deep reinforcement learning.
Appl. Soft Comput., 2021
2020
Adaptive self-learning mechanisms for updating short-term production decisions in an industrial mining complex.
J. Intell. Manuf., 2020
Comput. Oper. Res., 2020
2019
Optimizing a mineral value chain with market uncertainty using benders decomposition.
Eur. J. Oper. Res., 2019
Decoupling Spatial Pattern and its Movement Via Complex Factorization Over Orthogonal Filter Pairs.
Proceedings of the 16th Conference on Computer and Robot Vision, 2019
2018
Stochastic optimization for a mineral value chain with nonlinear recovery and forward contracts.
J. Oper. Res. Soc., 2018
2017
J. Heuristics, 2017
A dynamic-material-value-based decomposition method for optimizing a mineral value chain with uncertainty.
Eur. J. Oper. Res., 2017
2016
Stochastic short-term mine production schedule accounting for fleet allocation, operational considerations and blending restrictions.
Eur. J. Oper. Res., 2016
Progressive hedging applied as a metaheuristic to schedule production in open-pit mines accounting for reserve uncertainty.
Eur. J. Oper. Res., 2016
Network-flow based algorithms for scheduling production in multi-processor open-pit mines accounting for metal uncertainty.
Eur. J. Oper. Res., 2016
Appl. Soft Comput., 2016
Proceedings of the 13th Conference on Computer and Robot Vision, 2016
Proceedings of the 13th Conference on Computer and Robot Vision, 2016
2015
A hybrid method based on linear programming and variable neighborhood descent for scheduling production in open-pit mines.
J. Glob. Optim., 2015
Optimizing mining complexes with multiple processing and transportation alternatives: An uncertainty-based approach.
Eur. J. Oper. Res., 2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
2014
A variable neighbourhood descent algorithm for the open-pit mine production scheduling problem with metal uncertainty Open.
J. Oper. Res. Soc., 2014
2013
Implementing a parametric maximum flow algorithm for optimal open pit mine design under uncertain supply and demand.
J. Oper. Res. Soc., 2013
2012
Quantifying multi-element and volumetric uncertainty, Coleman McCreedy deposit, Ontario, Canada.
Comput. Geosci., 2012
Comput. Geosci., 2012
A diversified Tabu search approach for the open-pit mine production scheduling problem with metal uncertainty.
Eur. J. Oper. Res., 2012
2011
HOSIM: A high-order stochastic simulation algorithm for generating three-dimensional complex geological patterns.
Comput. Geosci., 2011
Comput. Geosci., 2011
2010
A new approach for geological pattern recognition using high-order spatial cumulants.
Comput. Geosci., 2010
Comput. Math. Appl., 2010