Improvements of Genetic Algorithm to the Knapsack Problem.
Haibo ZhangLiwen CaiShenyong GaoJianguo ChengFeng YuDaqing LiPublished in: ICAIC (1) (2011)
Keyphrases
- knapsack problem
- genetic algorithm
- multidimensional knapsack problem
- combinatorial optimization problems
- optimization problems
- dynamic programming
- exact algorithms
- optimal solution
- np hard
- test problems
- evolutionary algorithm
- multi objective
- implicit enumeration
- maximum profit
- genetic algorithm ga
- fitness function
- greedy algorithm
- heuristic solution
- metaheuristic
- bicriteria
- neural network
- simulated annealing
- continuous relaxation
- job shop scheduling problem
- genetic programming
- upper bound
- multiple objectives
- linear programming relaxation
- np hard problems
- evolutionary computation
- nsga ii
- ant colony optimization
- search space
- machine learning