Modeling and accelerating large-scale optimization problems with TensorFlow

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Highlights

  • Proposed a neural network to model non-linear 0-1 knapsack problem and devised an adaptive gradient ascent method to solve the network
  • Developed deep neural networks to model and maximize airline market share over air transportation network

Note: Papers are under review, more details will be provided upon publication.