Modeling and accelerating large-scale optimization problems with TensorFlow
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.