A pointer network based deep learning algorithm for 0-1 Knapsack Problem.
Shenshen GuTao HaoPublished in: ICACI (2018)
Keyphrases
- knapsack problem
- learning algorithm
- combinatorial optimization problems
- optimal solution
- test problems
- np hard
- dynamic programming
- training data
- exact algorithms
- multidimensional knapsack problem
- optimization problems
- greedy algorithm
- reinforcement learning
- machine learning
- multiple objectives
- data structure
- continuous relaxation
- bicriteria
- cutting plane
- decision variables
- linear programming relaxation
- greedy heuristic
- training samples
- heuristic solution
- np hard problems
- maximum profit
- evolutionary algorithm
- objective function