Quantum Approximate Optimization Algorithm (QAOA)
GPTKB entity
Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
quantum computer
|
| gptkbp:abbreviation |
gptkb:QAOA
|
| gptkbp:category |
hybrid quantum-classical algorithm
|
| gptkbp:citation |
gptkb:arXiv:1411.4028
|
| gptkbp:field |
gptkb:quantum_computing
combinatorial optimization |
| https://www.w3.org/2000/01/rdf-schema#label |
Quantum Approximate Optimization Algorithm (QAOA)
|
| gptkbp:implementedIn |
quantum computers
|
| gptkbp:influenced |
gptkb:Quantum_Alternating_Operator_Ansatz
|
| gptkbp:input |
cost Hamiltonian
mixer Hamiltonian |
| gptkbp:output |
approximate solution
|
| gptkbp:proposedBy |
gptkb:Jeffrey_Goldstone
gptkb:Edward_Farhi gptkb:Sam_Gutmann |
| gptkbp:purpose |
approximate solutions to combinatorial optimization problems
|
| gptkbp:relatedTo |
gptkb:Max-Cut_problem
classical optimization variational quantum algorithms |
| gptkbp:uses |
parameterized quantum circuits
|
| gptkbp:yearProposed |
2014
|
| gptkbp:bfsParent |
gptkb:Noisy_Intermediate-Scale_Quantum_(NISQ)_algorithm
|
| gptkbp:bfsLayer |
7
|