To make combinatorial optimisation more efficient, we introduce the Filtering Variational Quantum Eigensolver, which utilises filtering operators to achieve faster and more reliable convergence to the optimal solution. We explore the use of causal cones to reduce the number of qubits required on a quantum computer. Our methods perform better than the original VQE algorithm and QAOA.

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