Charles Audet

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Projets de recherche récents

Derivative-free and blackbox optimization for engineering problems

2015/16-2019/20 • $170,000 • PI
This research project is the continuation of my prior work funded by NSERC on the development of the Mesh Adaptive Direct Search algorithm (MADS) for derivative-free and blackbox optimization problems. In many engineering optimization problems, the objective and constraint functions are...

Applying Additive manufacturing to Aluminum tool part design

2019/20 • $130,584 • PI,CO
Additive Manufacturing (AM) refers to an emerging class of technologies that build 3D objects by the controlled addition of materials in a layer-by-layer fashion, at or near their final shape, with or without complex internal structures, using a minimum amount of machining.Dies and molds, from...

Numerical Optimization and Machine Learning

2019/20 • $130,250 • PI,CO
La compagnie Huawei est un leader mondial en télécommunications. Elle est massivement impliquée en recherche en intelligence artificielle et fait face à plusieurs problèmes d'optimisation. Cette collaboration, entre Huawei Canada et quatre professeurs de Polytechnique possédant une expertise...

Développement d'algorithmes d'optimisation de boîtes-noires pour des applications en énergie

2016/17-2018/19 • $417,392 • PI,CO
Rio Tinto (RT) est le leader mondial de la production d'aluminium. La division de l'énergie électrique gère la production et la distribution d'énergie. Les six centrales hydroélectriques détenues par RT produisent près de 90% de l'énergie nécessaire à sa production d'aluminium. De par son vaste...

Development, analysis and application of optimization methods for engineering problems

2010/11-2014/15 • $120,000 • PI
The research described in this proposal is partitioned into two complementary fields of optimization.Direct search algorithms are designed to solve black-box optimization problems. The term black-box signifies that the structure of the functions describing the problem cannot be exploited. This...

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