Quantum computation, quantum theory and AI

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摘要

The main purpose of this paper is to examine some (potential) applications of quantum computation in AI and to review the interplay between quantum theory and AI. For the readers who are not familiar with quantum computation, a brief introduction to it is provided, and a famous but simple quantum algorithm is introduced so that they can appreciate the power of quantum computation. Also, a (quite personal) survey of quantum computation is presented in order to give the readers a (unbalanced) panorama of the field. The author hopes that this paper will be a useful map for AI researchers who are going to explore further and deeper connections between AI and quantum computation as well as quantum theory although some parts of the map are very rough and other parts are empty, and waiting for the readers to fill in.

论文关键词:Quantum computation,Quantum theory,Search,Learning,Discrimination and recognition,Bayesian network,Semantic analysis,Communication

论文评审过程:Received 30 July 2009, Revised 8 September 2009, Accepted 19 September 2009, Available online 18 November 2009.

论文官网地址:https://doi.org/10.1016/j.artint.2009.11.009