multi-dimensional knapsack problem
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization
|
| gptkbp:alsoKnownAs |
gptkb:multi-constraint_knapsack_problem
|
| gptkbp:firstDescribed |
1970s
|
| gptkbp:generalizes |
gptkb:knapsack_problem
|
| gptkbp:goal |
maximize total value
|
| gptkbp:hasApplication |
finance
logistics resource allocation |
| https://www.w3.org/2000/01/rdf-schema#label |
multi-dimensional knapsack problem
|
| gptkbp:isNPComplete |
true
|
| gptkbp:prohibits |
multiple resource constraints
total weight in each dimension does not exceed capacity |
| gptkbp:solvedBy |
dynamic programming
metaheuristics branch and bound |
| gptkbp:variant |
item selection variables
|
| gptkbp:bfsParent |
gptkb:knapsack_problem
gptkb:Knapsack_problem |
| gptkbp:bfsLayer |
7
|