Journal
INTERNATIONAL JOURNAL OF THEORETICAL PHYSICS
Volume 60, Issue 9, Pages 3271-3285Publisher
SPRINGER/PLENUM PUBLISHERS
DOI: 10.1007/s10773-021-04904-y
Keywords
Communication cost; Distributed quantum circuit; Genetic algorithms (GA); Optimization; Teleportation
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In this study, a new approach was proposed to optimize the teleportation cost in Distributed Quantum Circuits (DQCs) by replacing equivalent circuits with a heuristic approach and using a genetic algorithm to optimize the placement of qubits. Results showed promising outcomes for the proposed method.
In the present work, a novel approach was proposed to optimize the teleportation cost in Distributed Quantum Circuits (DQCs) by applying a new approach. To overcome the difficulty with keeping a large number of qubits next to each other, DQCs, as a well-known solution, have always been employed. In a distributed quantum system, qubits are transferred from a subsystem to another subsystem by a quantum protocol such as teleportation. First, we proposed a heuristic approach through which we could replace the equivalent circuits in the initial quantum circuit. Then, we used a genetic algorithm to partition the placement of qubits so that the number of teleportations could be optimized for the communications of a DQC. Finally, results showed that the proposed approach could impressively work.
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