RealFeedApp MAX-4-CUT on sunflower hypergraph tested with 15 QAOA layers
Researchers presented quantum protocols for solving the MAX-k-CUT problem on hypergraphs using the QAOA algorithm on IBM's Qiskit AerSimulator with layers ranging from p=2 to p=15.
- Field
- how neural networks work
- What they did
- Researchers demonstrated how to transform the complex MAX-$k$-CUT problem on hypergraphs into an optimization problem for a spin system with Ising interactions, enabling its solution via quantum computing. Corresponding Hamiltonians were constructed and QAOA protocols were tested on the IBM Qiskit AerSimulator.
- Why it matters
- This approach allows quantum computers to solve problems that are difficult or impossible to tackle with classical methods, demonstrating the method's effectiveness on specific hypergraph examples.
#quantum computing#qaoa#hypergraph#max-k-cut#isingspin
