7. QML: QAOA

Quantum Approximate Optimization (QAOA)

QAOA is another hybrid algorithm designed for combinatorial optimization problems.

Example: The MaxCut problem (partitioning a graph). QAOA tries to find a "good enough" solution faster than classical brute force.

It is a leading candidate for demonstrating "Quantum Advantage" in practical industry problems like logistics and finance.