A Q-Learning Hybrid BRKGA Applied to the Knapsack Problem with Forfeits.
Gabriel SoutoMasayoshi AritsugiIsrael MendonçaLuidi SimonettiPedro Henrique GonzálezPublished in: CEC (2024)
Keyphrases
- knapsack problem
- combinatorial optimization problems
- optimization problems
- test problems
- bicriteria
- linear programming relaxation
- optimal solution
- greedy algorithm
- multi agent
- special case
- np hard
- exact algorithms
- np hard problems
- neural network
- stochastic approximation
- greedy heuristic
- evolutionary algorithm
- cooperative
- objective function
- reinforcement learning
- learning algorithm