摘要
综述类脑认知和D-Wave量子机器学习的研究进展,并阐述类脑认知引导D-Wave量子机器学习的几种思路,给出受类脑认知引导的D-Wave量子机器学习在智慧交通领域应用的3个范例。相比经典算法,D-Wave量子机器学习在范例中指标均优化10%以上,最高达70%。
This paper reviews the research progress of brain-like cognition and D-Wave quantum machine learning,and expounds several ideas of brain-like cognition-guided D-Wave quantum machine learning.Three examples of brain-like cognition-guided D-Wave quantum machine learning in the field of intelligent transportation are given.Compared with classical algorithms,D-Wave quantum machine learning optimizes the indicators by more than 10%in the examples,and the highest is 70%.
作者
季彤宇
王苏敏
王宁
王潮
JI Tongyu;WANG Sumin;WANG Ning;WANG Chao(School of Communication&Information Engineering,Shanghai University,Shanghai 200444,China;School of Computer Engineering and Science Shanghai University,Shanghai University,Shanghai 200444,China)
出处
《微型电脑应用》
2025年第7期292-295,共4页
Microcomputer Applications
关键词
类脑认知
量子机器学习
智慧交通
D-WAVE
brain-like cognition
quantum machine learning
intelligent transportation
D-Wave
