Physarum Powered Differentiable Linear Programming Layers and Applications.
Zihang MengSathya N. RaviVikas SinghPublished in: AAAI (2021)
Keyphrases
- database systems
- linear programming
- objective function
- linear program
- database
- primal dual
- data model
- quadratic programming
- feasible solution
- databases
- np hard
- loss function
- integer programming
- column generation
- optimal solution
- nonlinear programming
- multi layer
- dynamic programming
- single layer
- linear programming problems
- network flow
- lp relaxation
- optimization problems
- simplex algorithm
- learning algorithm
- pairwise
- multiple layers