Knapsack problem with probability constraints.
Alexei A. GaivoronskiAbdel LisserRafael LopezHu XuPublished in: J. Glob. Optim. (2011)
Keyphrases
- knapsack problem
- decision variables
- combinatorial optimization problems
- dynamic programming
- optimization problems
- test problems
- np hard
- binary variables
- linear relaxation
- linear programming relaxation
- optimal solution
- integer variables
- multidimensional knapsack problem
- bicriteria
- exact algorithms
- lp relaxation
- constraint satisfaction
- greedy algorithm
- constrained optimization
- cutting plane
- np hard problems
- maximum profit
- machine learning
- constraint programming
- global constraints
- worst case
- probability distribution
- chance constrained
- implicit enumeration
- greedy heuristic
- heuristic solution
- scheduling problem
- evolutionary algorithm
- reinforcement learning
- continuous relaxation
- neural network