Neural Knapsack: A Neural Network Based Solver for the Knapsack Problem.
Hazem A. A. NomerKhalid Abdulaziz AlnowibetAshraf ElsayedAli Wagdy MohamedPublished in: IEEE Access (2020)
Keyphrases
- knapsack problem
- network architecture
- combinatorial optimization problems
- optimal solution
- optimization problems
- test problems
- dynamic programming
- exact algorithms
- neural network
- multidimensional knapsack problem
- linear programming relaxation
- integer variables
- bicriteria
- greedy algorithm
- np hard
- evolutionary algorithm
- continuous relaxation
- np hard problems
- special case
- maximum profit
- greedy heuristic
- heuristic solution
- randomly generated test instances
- decision variables
- satisfiability problem
- linear programming