Axis 2: Decision support made in complex systems
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1415 results — page 1 of 71
We consider fair resource allocation in sequential decision-making environments modeled as weakly coupled Markov decision processes, where resource constrain...
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This paper proposes a two-phase optimization framework for short-term hydropower scheduling in the day-ahead electricity market using profile block bids grou...
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Multiobjective blackbox optimization deals with problems where the objective and constraint functions are the outputs of a numerical simulation. In this cont...
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Local search methods start from a feasible solution and improve it by successive minor modifications until a solution that cannot be further improved is enco...
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The crew rostering problem (CRP) for pilots is a complex crew scheduling task assigning pairings, or sequences of flights starting and ending at the same air...
BibTeX referenceMetaheuristics and hyperheuristics for large-scale optimization of mining complexes (Poster)
An industrial mining complex is an integrated value chain includes the excavation, transportation, processing, and distribution of mineral products as well a...
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On February 4, 2025, the 5th edition of GERAD's Student Day took place, under the theme of energy transition. The aim of this event was to give students the ...
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Retailers routinely face the strategic decision of how to promote their products. Two of the most common promotion strategies are bundling and discounting. D...
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We develop a worst-case evaluation complexity bound for trust-region methods in the presence of unbounded Hessian approximations. We use the algorithm of ...
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This paper considers the problem of designing urban mobility hubs by modeling them as service-integrated hub-line location problems. We integrate traditional...
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This paper addresses the problem of efficiently routing vehicles for spring sweeping operations in countries that spread sand and gravel on roads in winter. ...
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Motivated by our collaboration with an online platform operating in North America, we explore the joint optimization of the order fulfillment process with pe...
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We investigate the impact of information asymmetry regarding the producer of remanufactured products on the decisions of a manufacturer and an authorized r...
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A three-region optimal economic growth model is proposed to represent the global energy transition to net-zero emissions when carbon dioxide removal (CDR) te...
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Population growth and city sprawl have been driving increasing amounts of traffic congestion in multiple major cities worldwide. In this scenario, developing...
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We propose a dynamic stochastic game model to assess the value of restrictive clauses in private loan contracts. Restrictive clauses are used by lenders to m...
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We propose some diagonal Hessian approximations of the least-squares nonlinear function. We use suitable diagonal matrices that carry some information of the...
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In the multi-commodity two-echelon vehicle routing problem with time windows (MC-2E-VRPTW), first-echelon vehicles transport goods from depots to satellites...
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Planners in different industries use optimization software for decision-making. In numerous practical applications, these optimization tools are often not re...
BibTeX referenceThe feasibility of ultra large-scale distributed networks in symmetrical network typologies
This study investigates the feasibility of large-scale distributed networks. The core focus of our research is the impact of multi-hop communication on point...
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