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IEEE/CAA JAS Editorial 合集 (2016)

已有 8027 次阅读 2016-12-27 17:46 |系统分类:博客资讯

    2016年,IEEE/CAA JAS发表的3Editorial得到了ACM TechNews、世界科技研究新闻资讯网、中国科学院NEWSROOM等的报导。


1. Where Does AlphaGo Go: From Church-Turing Thesis to AlphaGo Thesis and Beyond


Authors: Fei-Yue Wang, Jun Jason Zhang, Xinhu Zheng, Xiao Wang, Yong Yuan, Xiaoxiao Dai, Jie Zhang, Liuqing Yang


Abstract: An investigation on the impact and significance of the AlphaGo vs. Lee Sedol Go match is conducted, and concludes with a conjecture of the AlphaGo Thesis and its extension in accordance with the Church-Turing Thesis in the history of computing. It is postulated that the architecture and method utilized by the AlphaGo program provide an engineering solution for tackling  issues in complexity and intelligence. Specifically, the AlphaGo Thesis implies that any effective procedure for hard decision problems such as NP-hard can be implemented with AlphaGo-like approach. Deep rule-based networks are proposed in attempt to establish an understandable structure for deep neural networks in deep learning. The success of AlphaGo and corresponding thesis ensure the technical soundness of the parallel intelligence approach for intelligent control and management of complex systems and knowledge automation.


Citation: Fei-Yue Wang, Jun Jason Zhang, Xinhu hang, Xiao Wang, Yong Yuan, Xiaoxiao Dai, Jie Zhang, Liuqing Yang. Where does AlphaGo go: from Church-Turing Thesis to AlphaGo Thesis and beyond. IEEE/CAA Journal of Automatica Sinica, 2016, 3(2): 113-120


Full Text-HTML: http://html.rhhz.net/ieee-jas/html/20160200.htm


世界科技研究新闻资讯网报道:http://phys.org/news/2016-08-alphago.html



2. Control 5.0: From Newton to Merton in Popper's Cyber-Social-Physical Spaces


Author: Fei-Yue Wang


Abstract: The future of control in cyberspace of parallel worlds is discussed. It argues for the coming age of Control 5.0, the control technology for the new IT capable of dealing with artificial worlds with VR, AR, AI and robotics. The discipline of automation needs a new interpretation of its core knowledge and skill set of modeling, analysis, and control for cyber-social-physical systems, and a paradigm shift from Newtonian Systems with Newton's Laws or Big Laws with Small Data to Mertonian Systems with Merton's Laws or Small Laws with Big Data.


Citation: Fei-Yue Wang. Control 5.0: From Newton to Merton in Popper's Cyber-Social-Physical Spaces. IEEE/CAA Journal of Automatica Sinica, 2016, 3(3): 233-234


Full Text-HTML: http://html.rhhz.net/ieee-jas/html/20160301.htm


ACM TechNews 报道:http://cacm.acm.org/news/206744-intelligent-technology-the-evolution-and-future-of-automation/fulltext


中国科学院NEWSROOM报道: http://english.cas.cn/newsroom/news/201609/t20160907_167483.shtml



3. Steps toward Parallel Intelligence


Authors: Fei-Yue Wang, Xiao Wang, Lingxi Li, and Li Li


Abstract: The origin of artificial intelligence is investigated, based on which the concepts of hybrid intelligence and parallel intelligence are presented. The paradigm shift in Intelligence indicates the "new normal'' of cyber-social-physical systems (CPSS), in which the system behaviors are guided by Merton's Laws. Thus, the ACP-based parallel intelligence consisting of Artificial societies, Computational experiments and Parallel execution are introduced to bridge the big modeling gap in CPSS.


Citation: Fei-Yue Wang, Xiao Wang, Lingxi Li, Li Li.  Steps toward parallel intelligence. IEEE/CAA Journal of Automatica Sinica, 2016, 3(4): 345-348


Full Text-HTML: http://html.rhhz.net/ieee-jas/html/20160401.htm


ACM TechNews报道:http://technews.acm.org/#902721

(Researcher Proposes Parallel Intelligence, a Move Toward the Intelligent Future)


世界科技研究新闻资讯网报道:http://phys.org/news/2016-12-parallel-intelligence-intelligent-future.html



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