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Circuit Design for K-coloring Problem and it's Implementation on Near-term Quantum Devices
arXiv - CS - Emerging Technologies Pub Date : 2020-09-13 , DOI: arxiv-2009.06073
Amit Saha, Debasri Saha, Amlan Chakrabarti

Now-a-days in Quantum Computing, implementation of quantum algorithm has created a stir since Noisy Intermediate-Scale Quantum (NISQ) devices are out in the market. Researchers are mostly interested in solving NP-complete problems with the help of quantum algorithms for its speed-up. As per the work on computational complexity by Karp, if any of the NP-complete problem can be solved then any other NP-complete problem can be reduced to that problem in polynomial time. In this Paper, K-coloring problem (NP-complete problem) has been considered to solve using Grover's search. A comparator-based approach has been used to implement K-coloring problem which enables the reduction of the qubit cost comparing to the state-of-the-art. An end-to-end automated framework has been proposed to implement K-coloring problem for any unweighted and undirected graph on any available Noisy Intermediate-Scale Quantum (NISQ) devices, which helps in generalizing our approach.

中文翻译:

K-着色问题的电路设计及其在近程量子器件上的实现

现在在量子计算中,自从嘈杂的中级量子 (NISQ) 设备上市以来,量子算法的实施引起了轰动。研究人员最感兴趣的是在量子算法的帮助下解决 NP 完全问题以提高其速度。根据 Karp 在计算复杂度方面的工作,如果可以解决任何 NP 完全问题,则可以在多项式时间内将任何其他 NP 完全问题简化为该问题。在本文中,K-着色问题(NP-完全问题)已被考虑使用 Grover 搜索来解决。基于比较器的方法已被用于实现 K 着色问题,与现有技术相比,该方法能够降低量子位成本。
更新日期:2020-09-15
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