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Multi-Objective Optimization Use Case
By now, you have gained the confidence to try various types of circuits, tests, and small problems on quantum computing and simulator devices available on Amazon Braket. You have learned how the annealer differs from gate quantum computers and the limits of each device. You have seen how to convert a constrained problem into a Quadratic Unconstrained Binary Optimization (QUBO) format. You have also learned how to develop a Binary Quadratic Model (BQM) to optimize the D-Wave annealer; the same BQM was used to create the quantum circuit for the QAOA algorithm for gate-based quantum computers. We used various matrices to represent a BQM and developed the BQM for the knapsack problem in the previous chapter. ...
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