This invention describes a method for solving complex computational problems by using a hybrid approach that combines quantum and regular computers. It works by alternately optimizing different parts of the problem: a quantum computer handles the 'weights' by treating them as yes/no choices and minimizing a specific type of mathematical problem called a QUBO, while a regular computer optimizes the 'dictionary' part. These steps are repeated until a solution is found.
Why it matters: In 2011, practical quantum processors were largely theoretical or nascent. Today, quantum hardware has advanced significantly, making the hybrid quantum-classical optimization described here more feasible and accessible for real-world problems.
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