multi-constraint knapsack problem
GPTKB entity
Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:alsoKnownAs |
gptkb:multi-dimensional_knapsack_problem
|
| gptkbp:formedBy |
integer programming
|
| gptkbp:generalizes |
gptkb:knapsack_problem
|
| gptkbp:goal |
maximize total value
|
| gptkbp:hasApplication |
resource allocation
budget management project selection |
| https://www.w3.org/2000/01/rdf-schema#label |
multi-constraint knapsack problem
|
| gptkbp:isNPComplete |
true
|
| gptkbp:parameter |
constraint capacities
item values item weights per constraint number of constraints |
| gptkbp:prohibits |
multiple resource constraints
total weight per constraint does not exceed capacity |
| gptkbp:relatedTo |
gptkb:bin_packing_problem
subset sum problem set cover problem |
| gptkbp:solvedBy |
dynamic programming
metaheuristics branch and bound greedy approximation |
| gptkbp:variant |
item selection variable
|
| gptkbp:bfsParent |
gptkb:multi-dimensional_knapsack_problem
|
| gptkbp:bfsLayer |
8
|