Backward Stepwise Elimination: Approximation Guarantee, a Batched GPU Algorithm, and Empirical Investigation.
Benjamin SaukNikolaos V. SahinidisPublished in: SN Comput. Sci. (2021)
Keyphrases
- np hard
- parallel implementation
- learning algorithm
- objective function
- cost function
- computational complexity
- optimal solution
- approximation ratio
- network flow
- knapsack problem
- polynomial time approximation
- genetic algorithm
- approximation guarantees
- convergence rate
- multistage
- theoretical analysis
- model selection
- linear programming
- dynamic programming
- search space
- mathematical model
- linear programming relaxation
- simulated annealing