Axis 2: Decision support made in complex systems
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1401 results — page 2 of 71
Over the past years, Robotic Process Automation (RPA) has emerged as a significant tool to enhance productivity across various industries by automating repet...
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The increasing penetration of renewable electricity generation as well as the implementation of demand response programs has led to new challenges in the ope...
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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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Governments are motivated to subsidize profit-driven firms that manufacture zero-emission vehicles to ensure they become price-competitive. This paper intr...
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We extend traditional complexity analyses of trust-region methods for unconstrained, possibly nonconvex, optimization. Whereas most complexity analyses as...
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We consider a provider of electric vehicle charging that operates a network of charging stations and uses time-varying pricing to maximize profit and reduce ...
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The water pump scheduling problem is an optimisation model that determines which water pumps will be turned on or off at each time period over a given time h...
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This work introduces a _partitioned optimization framework_ (POf) to ease the solving process for optimization problems for which fixing some variables to a...
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This paper addresses the limitations of current satellite payload architectures, which are predominantly hardware-driven and lack the flexibility to adapt to...
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This paper tackles a complex variant of the unit commitment (UC) problem at Hydro-Quebec, referred to as the transient stability constrained unit commitmen...
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This paper introduces a new step to the Direct Search Method (DSM) to strengthen its convergence analysis. By design, this so-called covering step may e...
BibTeX referenceRipQP: A multi-precision regularized predictor-corrector method for convex quadratic optimization
We describe the implementation of RipQP, an interior-point algorithm for convex quadratic optimization. Our Julia implementation is open source, and accommo...
BibTeX reference\(\texttt{solar}\): A solar thermal power plant simulator for blackbox optimization benchmarking
This work introduces solar, a collection of ten optimization problem instances for benchmarking blackbox optimization solvers. The instances present differ...
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The aim of this paper is to analyze the effect of adaptive investments on international environmental agreements (IEAs) focused on reducing greenhouse gas ...
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Heterogeneous datasets emerge in various machine learning or optimization applications that feature different data sources, various data types and complex re...
BibTeX referenceA general error analysis for randomized low-rank approximation with application to data assimilation
Randomized algorithms have proven to perform well on a large class of numerical linear algebra problems. Their theoretical analysis is critical to provide gu...
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Augmented Lagrangian (AL) methods are a well known class of algorithms for solving constrained optimization problems. They have been extended to the solution...
BibTeX referenceJoint optimization of electric bus scheduling and fast charging infrastructure location planning
Transit authorities are rapidly replacing conventional buses with electric ones because of the increasing concerns about air quality, greenhouse gas emission...
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The Thirteenth Montreal IPSW took place on August 21-25, 2023, and was jointly organized by the Centre de recherches mathématiques (CRM) and the Institute ...
BibTeX referenceCesogen: Cellular solid generator
Cellular solids are structures which have applications in mechanical engineering to make lightweight structures and heat exchangers, in biomedical engineer...
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