quadratic unconstrained binary optimization (QUBO)
GPTKB entity
Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
mathematical optimization problem
|
| gptkbp:abbreviation |
QUBO
|
| gptkbp:application |
gptkb:machine_learning
portfolio optimization graph partitioning max-cut problem |
| gptkbp:form |
minimize x^T Q x + c^T x
|
| gptkbp:hasObjectiveFunctionType |
quadratic function
|
| gptkbp:hasType |
unconstrained
|
| https://www.w3.org/2000/01/rdf-schema#label |
quadratic unconstrained binary optimization (QUBO)
|
| gptkbp:relatedTo |
gptkb:Ising_model
gptkb:NP-hard_problems |
| gptkbp:solvedBy |
gptkb:simulated_annealing
quantum annealing classical algorithms |
| gptkbp:usedIn |
gptkb:quantum_computing
combinatorial optimization operations research |
| gptkbp:variableDomain |
x_i ∈ {0,1}
|
| gptkbp:variableType |
binary variable
|
| gptkbp:bfsParent |
gptkb:Max-Cut_problem
|
| gptkbp:bfsLayer |
7
|