An Approach for the Knapsack Problem using Genetic Algorithms with Learning Capabilities.
Mauricio Guevara-SouzaPublished in: NaBIC (2009)
Keyphrases
- learning capabilities
- knapsack problem
- combinatorial optimization problems
- learning strategies
- information processing
- optimization problems
- dynamic programming
- optimal solution
- neural network
- learning mechanism
- genetic algorithm
- reinforcement learning
- fuzzy logic
- exact algorithms
- greedy algorithm
- fuzzy neural network
- multi agent systems
- multidimensional knapsack problem
- fuzzy systems
- np hard
- special case
- active learning
- evolutionary algorithm
- artificial neural networks
- continuous relaxation
- input output
- search space
- training set
- computational complexity