An Investigation into Prediction + Optimisation for the Knapsack Problem.
Emir DemirovicPeter J. StuckeyJames BaileyJeffrey ChanChris LeckieKotagiri RamamohanaraoTias GunsPublished in: CPAIOR (2019)
Keyphrases
- knapsack problem
- combinatorial optimization problems
- optimal solution
- optimization problems
- exact algorithms
- prediction accuracy
- dynamic programming
- multidimensional knapsack problem
- test problems
- np hard problems
- multiple objectives
- heuristic solution
- greedy algorithm
- np hard
- continuous relaxation
- bicriteria
- genetic algorithm
- linear programming relaxation
- cutting plane
- maximum profit
- metaheuristic
- prediction model
- decision variables
- greedy heuristic
- evolutionary algorithm
- heuristic methods
- lp relaxation
- linear program
- cost function
- special case
- implicit enumeration
- differential evolution