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面向涌现的多Agent系统研究及其进展

计算机学报 2008年第6期31卷 881-895页

作者：金士尧黄红兵范高俊国防科学技术大学并行与分布处理国家重点实验室长沙410073 国防科学技术大学计算机学院长沙410073

在多Agent系统研究领域,涌现现象越来越引起人们的注意.面向涌现的多Agent系统研究正成为多Agent系统研究中值得注意的一个新方向.它关注的是多Agent系统宏观层面的涌现性问题以及系统涌现的宏观与微观层面的联系机制,并最终希望发展出... 详细信息

在多Agent系统研究领域,涌现现象越来越引起人们的注意.面向涌现的多Agent系统研究正成为多Agent系统研究中值得注意的一个新方向.它关注的是多Agent系统宏观层面的涌现性问题以及系统涌现的宏观与微观层面的联系机制,并最终希望发展出一套面向涌现的多Agent系统的设计和控制方法.该文在介绍涌现的概念和特征之后,考察了多Agent系统宏观特征的面向涌现描述方法;然后对多Agent系统涌现的微-宏观机制进行了总结,比较分析了面向涌现的多Agent系统设计方法和设计模式;最后分析讨论了该领域研究存在的问题和进一步的研究方向.

关键词：多Agent系统涌现面向涌现机制复杂适应系统

The Nano Research Young Innovators(NR45)Awards in nanocatalysis

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Nano Research 2022年第12期15卷 9961-9966页

作者： Tierui Zhang Shuangyin Wang Ding Ma Key Laboratory of Photochemical Conversion and Optoelectronic Materials Technical Institute of Physics and ChemistryChinese Academy of SciencesBeijing100190China Center of Materials Science and Optoelectronics Engineering University of Chinese Academy of SciencesBeijing100049China State Key Laboratory of Chem/Bio-Sensing and Chemometrics Provincial Hunan Key Laboratory for Graphene Materials and DevicesCollege of Chemistry and Chemical EngineeringThe National Supercomputing Center in ChangshaHunan UniversityChangsha410082China Beijing National Laboratory for Molecular Sciences College of Chemistry and Molecular Engineering and College of Engineering and BIC-ESATPeking UniversityBeijing100871China

Nano Research Young Innovators(NR45)Awards aims to recognize young researchers under the age of 45 for their distinguished accomplishments and/or their great potential to make substantial contributions in various fields of nanoscience and *** the inaugural NR45 Awards launched in 2018,over a hundred innovators in nanobiotechnology,nanoenergy,and two-dimensional materials have been selected by the journal's editorial board[1-3].The 2022 NR45 Awards highlight the research topic of *** outstanding young innovators were selected for their extraordinary contributions to the development of well-designed metals,metal oxides,single-atoms,and carbon-based nanocatalysts for important catalytic reactions related to energy *** to all the 30 awardees in 2022!

关键词： journal accomplishment oxides

A Knowledge Graph-Based Deep Learning Framework for Efficient Content Similarity Search of Sustainable Development Goals Data

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Data Intelligence 2023年第3期5卷 663-684页

作者： Irene Kilanioti George A.Papadopoulos School of Electrical and Computer Engineering National Technical University of Athens9 Heroon Polytechneiou St.Zografou Campus Athens15780Greece Department of Computer Science University of Cyprus1 University AvenueAglantziaCY-2109NicosiaCyprus

Sustainable development denotes the enhancement ofliving standards in the present without compromising future generations'*** Development Goals(SDGs)quantify the accomplishment of sustainable development and pave the way for a world worth living in for future *** can contribute to the achievement of the SDGs by guiding the actions of practitioners based on the analysis of SDG data,as intended by this *** propose a framework of algorithms based on dimensionality reduction methods with the use of Hilbert Space Filling Curves(HSFCs)in order to semantically cluster new uncategorised SDG data and novel indicators,and efficiently place them in the environment of a distributed knowledge graph ***,a framework of algorithms for insertion of new indicators and projection on the HSFC curve based on their transformer-based similarity assessment,for retrieval of indicators and loadbalancing along with an approach for data classification of entrant-indicators is ***,a thorough case study in a distributed knowledge graph environment experimentally evaluates our *** results are presented and discussed in light of theory along with the actual impact that can have for practitioners analysing SDG data,including intergovernmental organizations,government agencies and social welfare *** approach empowers SDG knowledge graphs for causal analysis,inference,and manifold interpretations of the societal implications of SDG-related actions,as data are accessed in reduced retrieval *** facilitates quicker measurement of influence of users and communities on specific goals and serves for faster distributed knowledge matching,as semantic cohesion of data is preserved.

关键词： Content similarity Distributed knowledge graphs Sustainable Development Goals Hilbert space filling curves Deep learning

基于投影残差最小化的二维火焰化学发光场重建

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推进技术 2018年第11期39卷 2531-2538页

作者：陈春浩谭建国吕良国防科技大学高超声速冲压发动机技术重点实验室湖南长沙410073

化学发光计算断层成像技术(CTC)能够实现对燃烧室内激发态粒子化学发光场的瞬时三维测量。为进一步提高CTC的测量精度,依据火焰的结构特性提出一种基于投影残差最小化的优化重建算法(PDM算法),利用Sine仿真模型对ART算法、ASD-POCS算法... 详细信息

化学发光计算断层成像技术(CTC)能够实现对燃烧室内激发态粒子化学发光场的瞬时三维测量。为进一步提高CTC的测量精度,依据火焰的结构特性提出一种基于投影残差最小化的优化重建算法(PDM算法),利用Sine仿真模型对ART算法、ASD-POCS算法和PDM算法在不同角度下的重建性能进行评估。实现对一组稳定二维预混火焰的OH*化学发光场重建,通过重建结果与实际拍摄结果的对比,进一步评估重建算法的性能。结果表明:传统医学重建算法丢失火焰内部结构特征,不适用于火焰图像重建;PDM算法可以加快重建速度,提高重建质量,即使在稀疏角度下的重建,仍能得到较高精度的重建结果,有效捕捉火焰的主要结构特征。

关键词：化学发光断层成像重建算法稀疏角度火焰图像重建

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智能无损评价系统(英文)

无损检测 2009年第10期31卷 751-757页

作者：理查德.斯科拉托马斯.沙迪彼得.班纽科威茨西波美拉尼亚大学机电工程系

现今,无损评价技术朝着三个方向发展:现有技术的进一步改进、新兴技术的贯彻以及具有能自我检测、评估的人工智能仪器的应用,第三个发展方向将做详细介绍。对于智能一般有两种观点:分级智能与等级智能。无论基于哪种观点,智能都可以分... 详细信息

现今,无损评价技术朝着三个方向发展:现有技术的进一步改进、新兴技术的贯彻以及具有能自我检测、评估的人工智能仪器的应用,第三个发展方向将做详细介绍。对于智能一般有两种观点:分级智能与等级智能。无论基于哪种观点,智能都可以分为计算与非计算两种。计算智能能被某种算法所描述,非计算智能则不能。因此,人工智能系统或许只能基于计算智能。讨论了某个基于计算智能的人工智能系统运用在在焊接质量无损评价上的例子,其间所采用的间接技术、人工神经网络技术以及模糊逻辑技术被逐一介绍,并总结归纳了其各自的特点。

关键词：无损评价人工智能焊接质量

Ideological Expectations for Value Consensus in Chinese Society

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Social Sciences in China 2016年第1期37卷 41-56页

作者：樊浩 Kang Xiaoni School of Humanities Southeast University

Surveys have shown that popular ideology has tended to move from pluralism to clustering around dualism at this sensitive and critical moment for the formation of value consensus in contemporary China. The formation of a “value consensus” or “common values”must answer three questions： “What is ‘common＇ about this consensus？” How can “consensus” be reached？ “How can‘values＇ be legitimated？”On the basis of survey information, this paper presents the basic argument that what is common lies in ethics; consensus in spirit; and value legitimacy in our national cultural home. Ordinary people have three major ideological expectations of value consensus in contemporary China： expectation of ethical enlightenment with the theme of turning ＂I＂ into ＂we＂; expectation of a spiritual baptism with the value ＂unity of the individual and the universal＂ and expectation of the endeavor to ＂return home.＂ Specifically, their content is as follows： to protect ethical existence and undertake the reenlightenment of ethical consciousness at the national, family and group levels; to sublate ＂atomistic exploration＂ of the theory and mode of rationalistic ethics and carry out the ＂spiritual＂ construction of the three great ethical entities of society, state and family; and to ＂go back home＂ to national cultural traditions and ethics and build value legitimacy. These three major expectations can be condensed into three ideas： protecting ethics, reviving ＂spirit＂ and going back ＂home.＂

关键词： value consensus ideology ethics spirit tradition