A Systematic Literature Review of Quantum Computing for Routing Problems

被引:15
|
作者
Osaba, Eneko [1 ]
Villar-Rodriguez, Esther [1 ]
Oregi, Izaskun [1 ]
机构
[1] TECNALIA, Basque Res & Technol Alliance BRTA, Donostia San Sebastian 20009, Spain
来源
IEEE ACCESS | 2022年 / 10卷
关键词
Quantum computing; quantum annealer; quantum gates; IBM; DWAVE; traveling salesman problem; vehicle routing problem; routing problems; TRAVELING SALESMAN PROBLEM; ALGORITHM; OPTIMIZATION;
D O I
10.1109/ACCESS.2022.3177790
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Quantum Computing is drawing a significant attention from the current scientific community. The potential advantages offered by this revolutionary paradigm has led to an upsurge of scientific production in different fields such as economics, industry, or logistics. The main purpose of this paper is to collect, organize and systematically examine the literature published so far on the application of Quantum Computing to routing problems. To do this, we embrace the well-established procedure named as Systematic Literature Review. Specifically, we provide a unified, self-contained, and end-to-end review of 18 years of research (from 2004 to 2021) in the intersection of Quantum Computing and routing problems through the analysis of 53 different papers. Several interesting conclusions have been drawn from this analysis, which has been formulated to give a comprehensive summary of the current state of the art by providing answers related to the most recurrent type of study (practical or theoretical), preferred solving approaches (dedicated or hybrid), detected open challenges or most used Quantum Computing device, among others.
引用
收藏
页码:55805 / 55817
页数:13
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