Evolutionary algorithms for the chance-constrained knapsack problem.
Yue XieOscar HarperHirad AssimiAneta NeumannFrank NeumannPublished in: GECCO (2019)
Keyphrases
- knapsack problem
- chance constrained
- evolutionary algorithm
- optimization problems
- multi objective
- combinatorial optimization problems
- evolutionary computation
- test problems
- metaheuristic
- differential evolution
- multi objective optimization
- chance constrained programming
- simulated annealing
- exact algorithms
- genetic programming
- chance constraints
- optimal solution
- benchmark problems
- dynamic programming
- fitness function
- multiple objectives
- np hard
- traveling salesman problem
- genetic algorithm
- greedy algorithm
- nsga ii
- production planning
- combinatorial optimization
- evolutionary strategy
- neural network
- special case
- machine learning