The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems.
Haofeng YuanPeng JiangShiji SongPublished in: SMC (2022)
Keyphrases
- column generation
- set covering problem
- optimal solution
- set covering
- integer programming
- linear programming
- neural network
- integer program
- set partitioning
- computational complexity
- cost function
- ant colony optimization
- simulated annealing
- branch and bound
- branch and bound algorithm
- upper bound
- dynamic programming
- np hard
- lower bound
- constraint programming
- convergence rate
- shortest path
- worst case
- test problems
- routing problem
- heuristic methods
- lower and upper bounds
- shortest path problem
- mixed integer programming
- objective function