Now showing items 21-24 of 24

    • Problemas de diseño de red multiartículo mediante la descomposición de Benders 

      Rodríguez Barreiro, Marta (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2016-06)
      Master thesis
      Restricted access - author's decision
      Los problemas de diseño de red multiartículo pueden ser tratados como MILP, donde las variables binarias representan la toma de decisiones y las continuas el flujo que circula por la red. En esta memoria vamos a resolver ...
    • Solving large-scale two-stage stochastic optimization problems by specialized interior point method 

      de la Lama Zubiran, Paula (Universitat Politècnica de Catalunya, 2021-01-13)
      Doctoral thesis
      Open Access
      Two-stage stochastic optimization models give rise to very large linear problems (LP). Several approaches have been devised for efficiently solving them, among which are interior-point methods (IPM). However, using IPM, ...
    • Understanding convolutional neural networks: theory and applications 

      Zhu, Jieying (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2021-06)
      Master thesis
      Restricted access - author's decision
      We focus on the theory of convolutional neural networks. Starting with a bit of history, then explaining its components. We mention some structures that played an important role throughout deep learning history and why ...
    • Video-on-demand optimization using an interior-point algorithm 

      Urquiza Aguiar, Luis Felipe (Universitat Politècnica de Catalunya / Universitat de Barcelona, 2018-06)
      Master thesis
      Open Access
      A Content Delivery Network (CDN) aims to provide efficient movement of massive digital content (multimedia and files) across the Internet. This is achieved by putting the content in servers closer to the costumer. ...