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Complex adaptive system theory,agent-based modeling,and simulation in dominant technology formation 被引量:1
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作者 ZHANG Ruihan SUN Bing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2024年第1期130-153,共24页
Dominant technology formation is the key for the hightech industry to“cross the chasm”and gain an established foothold in the market(and hence disrupt the regime).Therefore,a stimulus-response model is proposed to i... Dominant technology formation is the key for the hightech industry to“cross the chasm”and gain an established foothold in the market(and hence disrupt the regime).Therefore,a stimulus-response model is proposed to investigate the dominant technology by exploring its formation process and mechanism.Specifically,based on complex adaptive system theory and the basic stimulus-response model,we use a combination of agent-based modeling and system dynamics modeling to capture the interactions between dominant technology and the socio-technical landscape.The results indicate the following:(i)The dynamic interaction is“stimulus-reaction-selection”,which promotes the dominant technology’s formation.(ii)The dominant technology’s formation can be described as a dynamic process in which the adaptation intensity of technology standards increases continuously until it becomes the leading technology under the dual action of internal and external mechanisms.(iii)The dominant technology’s formation in the high-tech industry is influenced by learning ability,the number of adopting users and adaptability.Therein,a“critical scale”of learning ability exists to promote the formation of leading technology:a large number of adopting users can promote the dominant technology’s formation by influencing the adaptive response of technology standards to the socio-technical landscape and the choice of technology standards by the socio-technical landscape.There is a minimum threshold and a maximum threshold for the role of adaptability in the dominant technology’s formation.(iv)The socio-technical landscape can promote the leading technology’s shaping in the high-tech industry,and different elements have different effects.This study promotes research on the formation mechanism of dominant technology in the high-tech industry,presents new perspectives and methods for researchers,and provides essential enlightenment for managers to formulate technology strategies. 展开更多
关键词 complex adaptive system theory agent-based modeling and simulation dominant technology socio-technical landscape adaptation-choice
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An improved model for predicting thermal contact resistance at multi-layered rock interface
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作者 WEN Min-jie XIE Jia-hao +4 位作者 LI Li-chen TIAN Yi EL NAGGAR M.Hesham MEI Guo-xiong WU Wen-bing 《Journal of Central South University》 2025年第1期229-243,共15页
This study proposes a general imperfect thermal contact model to predict the thermal contact resistance at the interface among multi-layered composite structures.Based on the Green-Lindsay(GL)thermoelastic theory,semi... This study proposes a general imperfect thermal contact model to predict the thermal contact resistance at the interface among multi-layered composite structures.Based on the Green-Lindsay(GL)thermoelastic theory,semi analytical solutions of temperature increment and displacement of multi-layered composite structures are obtained by using the Laplace transform method,upon which the effects of thermal resistance coefficient,partition coefficient,thermal conductivity ratio and heat capacity ratio on the responses are studied.The results show that the generalized imperfect thermal contact model can realistically describe the imperfect thermal contact problem.Accordingly,it may degenerate into other thermal contact models by adjusting the thermal resistance coefficient and partition coefficient. 展开更多
关键词 multi-layered structures general thermal contact model thermal contact resistance GL thermoelastic theory Laplace transform
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采用STAMP-24Model的多组织事故分析 被引量:3
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作者 曾明荣 秦永莹 +2 位作者 刘小航 栗婧 尚长岭 《安全与环境学报》 CAS CSCD 北大核心 2024年第7期2741-2750,共10页
安全生产事故往往由多组织交互、多因素耦合造成,事故原因涉及多个组织。为预防和遏制多组织生产安全事故的发生,基于系统理论事故建模与过程模型(Systems-Theory Accident Modeling and Process,STAMP)、24Model,构建一种用于多组织事... 安全生产事故往往由多组织交互、多因素耦合造成,事故原因涉及多个组织。为预防和遏制多组织生产安全事故的发生,基于系统理论事故建模与过程模型(Systems-Theory Accident Modeling and Process,STAMP)、24Model,构建一种用于多组织事故分析的方法,并以青岛石油爆炸事故为例进行事故原因分析。结果显示:STAMP-24Model可以分组织,分层次且有效、全面、详细地分析涉及多个组织的事故原因,探究多组织之间的交互关系;对事故进行动态演化分析,可得到各组织不安全动作耦合关系与形成的事故失效链及管控失效路径,进而为预防多组织事故提供思路和参考。 展开更多
关键词 安全工程 系统理论事故建模与过程模型(STAMP) 24model 多组织事故 原因分析
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Catastrophe theory-based risk evaluation model for water and mud inrush and its application in karst tunnels 被引量:22
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作者 ZHU Jian-qun LI Tian-zheng 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第5期1587-1598,共12页
This paper presents a risk evaluation model of water and mud inrush for tunnel excavation in karst areas.The factors affecting the probabilities of water and mud inrush in karst tunnels are investigated to define the ... This paper presents a risk evaluation model of water and mud inrush for tunnel excavation in karst areas.The factors affecting the probabilities of water and mud inrush in karst tunnels are investigated to define the dangerousness of this geological disaster.The losses that are caused by water and mud inrush are taken into consideration to account for its harmfulness.Then a risk evaluation model based on the dangerousness-harmfulness evaluation indicator system is constructed,which is more convincing in comparison with the traditional methods.The catastrophe theory is used to evaluate the risk level of water and mud inrush and it has great advantage in handling problems involving discontinuous catastrophe processes.To validate the proposed approach,the Qiyueshan tunnel of Yichang-Wanzhou Railway is taken as an example in which four target segments are evaluated using the risk evaluation model.Finally,the evaluation results are compared with the excavation data,which shows that the risk levels predicted by the proposed approach are in good agreements with that observed in engineering.In conclusion,the catastrophe theory-based risk evaluation model is an efficient and effective approach for water and mud inrush in karst tunnels. 展开更多
关键词 risk evaluation model water and mud inrush catastrophe theory karst area TUNNELING
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Immune multi-agent model using vaccine for cooperative air-defense system of systems for surface warship formation based on danger theory 被引量:9
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作者 Jun Wang Xiaozhe Zhao +2 位作者 Beiping Xu Wei Wang Zhiyong Niu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第6期946-953,共8页
Aiming at the problem on cooperative air-defense of surface warship formation, this paper maps the cooperative airdefense system of systems (SoS) for surface warship formation (CASoSSWF) to the biological immune s... Aiming at the problem on cooperative air-defense of surface warship formation, this paper maps the cooperative airdefense system of systems (SoS) for surface warship formation (CASoSSWF) to the biological immune system (BIS) according to the similarity of the defense mechanism and characteristics between the CASoSSWF and the BIS, and then designs the models of components and the architecture for a monitoring agent, a regulating agent, a killer agent, a pre-warning agent and a communicating agent by making use of the theories and methods of the artificial immune system, the multi-agent system (MAS), the vaccine and the danger theory (DT). Moreover a new immune multi-agent model using vaccine based on DT (IMMUVBDT) for the cooperative air-defense SoS is advanced. The immune response and immune mechanism of the CASoSSWF are analyzed. The model has a capability of memory, evolution, commendable dynamic environment adaptability and self-learning, and embodies adequately the cooperative air-defense mechanism for the CASoSSWF. Therefore it shows a novel idea for the CASoSSWF which can provide conception models for a surface warship formation operation simulation system. 展开更多
关键词 immune multi-agent model (IMM) VACCINE surface warship formation cooperative air-defense system of systems (CASoS) danger theory (DT)
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Grey-theory based intrusion detection model 被引量:3
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作者 Qin Boping Zhou Xianwei Yang Jun Song Cunyi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期230-235,共6页
To solve the problem that current intrusion detection model needs large-scale data in formulating the model in real-time use, an intrusion detection system model based on grey theory (GTIDS) is presented. Grey theor... To solve the problem that current intrusion detection model needs large-scale data in formulating the model in real-time use, an intrusion detection system model based on grey theory (GTIDS) is presented. Grey theory has merits of fewer requirements on original data scale, less limitation of the distribution pattern and simpler algorithm in modeling. With these merits GTIDS constructs model according to partial time sequence for rapid detect on intrusive act in secure system. In this detection model rate of false drop and false retrieval are effectively reduced through twice modeling and repeated detect on target data. Furthermore, GTIDS framework and specific process of modeling algorithm are presented. The affectivity of GTIDS is proved through emulated experiments comparing snort and next-generation intrusion detection expert system (NIDES) in SRI international. 展开更多
关键词 network security intrusion detection grey theory model.
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Risk assessment model of tunnel water inrush based on improved attribute mathematical theory 被引量:12
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作者 YANG Xiao-li ZHANG Sheng 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第2期379-391,共13页
Tunnel water inrush is one of the common geological disasters in the underground engineering construction.In order to effectively evaluate and control the occurrence of water inrush,the risk assessment model of tunnel... Tunnel water inrush is one of the common geological disasters in the underground engineering construction.In order to effectively evaluate and control the occurrence of water inrush,the risk assessment model of tunnel water inrush was proposed based on improved attribute mathematical theory.The trigonometric functions were adopted to optimize the attribute mathematical theory,avoiding the influence of mutation points and linear variation zones in traditional linear measurement functions on the accuracy of the model.Based on comprehensive analysis of various factors,five parameters were selected as the evaluation indicators for the model,including tunnel head pressure,permeability coefficient of surrounding rock,crushing degree of surrounding rock,relative angle of joint plane and tunnel section size,under the principle of dimension rationality,independence,directness and quantification.The indicator classifications were determined.The links among measured data were analyzed in detail,and the objective weight of each indicator was determined by using similar weight method.Thereby the tunnel water inrush risk assessment model is established and applied in four target segments of two different tunnels in engineering.The evaluation results and the actual excavation data agree well,which indicates that the model is of high credibility and feasibility. 展开更多
关键词 tunnel water inrush risk assessment model attribute mathematical theory nonlinear measurement function similar weight method
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Numerical verification of similar Cam-clay model based on generalized potential theory 被引量:2
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作者 钟志辉 杨光华 +2 位作者 傅旭东 温勇 张玉成 《Journal of Central South University》 SCIE EI CAS 2014年第12期4707-4713,共7页
From the mathematical principles, the generalized potential theory can be employed to create constitutive model of geomaterial directly. The similar Cam-clay model, which is created based on the generalized potential ... From the mathematical principles, the generalized potential theory can be employed to create constitutive model of geomaterial directly. The similar Cam-clay model, which is created based on the generalized potential theory, has less assumptions,clearer mathematical basis, and better computational accuracy. Theoretically, it is more scientific than the traditional Cam-clay models. The particle flow code PFC3 D was used to make numerical tests to verify the rationality and practicality of the similar Cam-clay model. The verification process was as follows: 1) creating the soil sample for numerical test in PFC3 D, and then simulating the conventional triaxial compression test, isotropic compression test, and isotropic unloading test by PFC3D; 2)determining the parameters of the similar Cam-clay model from the results of above tests; 3) predicting the sample's behavior in triaxial tests under different stress paths by the similar Cam-clay model, and comparing the predicting results with predictions by the Cam-clay model and the modified Cam-clay model. The analysis results show that the similar Cam-clay model has relatively high prediction accuracy, as well as good practical value. 展开更多
关键词 generalized potential theory similar Cam-clay model modified Cam-clay model numerical test PFC3D
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On Reading Theories and Instruction Model
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作者 Zhu Yunmeng \ \ 《首都师范大学学报(社会科学版)》 2000年第S2期54-64,共11页
We have come to know comprehension better by studying the nature and characteristics of reading processes and by weighing the pros and cons of different reading theories and their influence on the teaching of reading.... We have come to know comprehension better by studying the nature and characteristics of reading processes and by weighing the pros and cons of different reading theories and their influence on the teaching of reading. But in China, unfortunately, few achievements have been made in the field of reading theory research. Thus, in order to ameliorate our reading teaching, it is urgent for us to set up our own system of reading theories. The author, after studying carefully the present reading models in China and by absorbing the quintessence of foreign reading theories, ventures to suggest the “discourse word discourse” model. The model gives full thought to the characteristics of Chinese college students and thus suits a reading classroom in China better. However, the comprehension factors involved in the model are far from exhaustive and the model itself leaves much room for modification and addition.\; 展开更多
关键词 READING theories READING models INSTRUCTION model DISCOURSE word DISCOURSE model aspects of READING processes information theory SCHEMA theory
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A thermo-mechanical damage constitutive model for deep rock considering brittleness-ductility transition characteristics 被引量:1
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作者 FENG Chen-chen WANG Zhi-liang +2 位作者 WANG Jian-guo LU Zhi-tang LI Song-yu 《Journal of Central South University》 SCIE EI CAS CSCD 2024年第7期2379-2392,共14页
This paper developed a statistical damage constitutive model for deep rock by considering the effects of external load and thermal treatment temperature based on the distortion energy.The model parameters were determi... This paper developed a statistical damage constitutive model for deep rock by considering the effects of external load and thermal treatment temperature based on the distortion energy.The model parameters were determined through the extremum features of stress−strain curve.Subsequently,the model predictions were compared with experimental results of marble samples.It is found that when the treatment temperature rises,the coupling damage evolution curve shows an S-shape and the slope of ascending branch gradually decreases during the coupling damage evolution process.At a constant temperature,confining pressure can suppress the expansion of micro-fractures.As the confining pressure increases the rock exhibits ductility characteristics,and the shape of coupling damage curve changes from an S-shape into a quasi-parabolic shape.This model can well characterize the influence of high temperature on the mechanical properties of deep rock and its brittleness-ductility transition characteristics under confining pressure.Also,it is suitable for sandstone and granite,especially in predicting the pre-peak stage and peak stress of stress−strain curve under the coupling action of confining pressure and high temperature.The relevant results can provide a reference for further research on the constitutive relationship of rock-like materials and their engineering applications. 展开更多
关键词 deep rock crack initiation threshold thermo-mechanical coupling statistical damage model distortion energy theory
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Linguistic Reflection on the Online Catchword of Appreciation —From the Perspective of Usage-based Language Model and Complex Adaptive System Theory
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作者 HE Xiang 《北京第二外国语学院学报》 2016年第5期139-139,共1页
Language is a special social phenomenon and is always on the changing process with the development of society. During the evolving process of language, new language varieties will continuously emerge due to the change... Language is a special social phenomenon and is always on the changing process with the development of society. During the evolving process of language, new language varieties will continuously emerge due to the changes of some social and cultural factors. Cyber language is universally accepted as one type of the social language varieties. Basically, cyber language can be treated as a complex adaptive system which is influenced by the interaction between users’ cognition, social culture and the surrounding environments. Thus it is safe to say that cyber language is always undergoing a dynamic evolving process. With the usage-based language model as the theoretical foundation, this paper proposes a Complex Adaptive System (CAS) approach to analyze the expression of Appreciation to explore the complex, dynamic and nonlinear development of cyber language from the angle of meaning construction, grammaticalization and functional adaption respectively. It is found that the expression of Appreciation is experiencing adaptively a semantic connotations development and a process of grammatical functions expansion as well. This paper suggests that the emergence and development of cyber language is a novel and trendy social language phenomenon. Network language can achieve its process and evolution under the huge impact of social changes and social promotions. When faced with the changing surroundings, cyber language itself enjoys a timely adaption and responsive development to keep up with the new environments, which reflects the basic principle of language development, namely, language changes with the development of society. 展开更多
关键词 Usage-based LANGUAGE model Complex Adaptive System theory the expression of APPRECIATION cyber LANGUAGE LANGUAGE var
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高校体育专业理论课程的改革实践与KDL教学模式生成 被引量:4
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作者 汪晓赞 徐勤萍 +3 位作者 杨燕国 郭富强 陈美媛 金燕 《上海体育大学学报》 北大核心 2025年第1期45-54,共10页
理论课程教学是高校体育专业人才培养的关键。针对高校体育专业理论课程教学“不抬头、不互动、不思考”的现实困囿,从学习目标、教学内容、教学策略和学习评价等方面分析华东师范大学国家一流本科课程——“体育统计学”20多年的教学... 理论课程教学是高校体育专业人才培养的关键。针对高校体育专业理论课程教学“不抬头、不互动、不思考”的现实困囿,从学习目标、教学内容、教学策略和学习评价等方面分析华东师范大学国家一流本科课程——“体育统计学”20多年的教学实践与改革成效,发现,其以“教育之问”重置素养导向的学习目标,以“学生之需”重构结构化的教学内容,以“教学之要”重设多维互动的教学策略频谱,以“教育之为”重建激励增值的学习评价,不仅为解决高校体育专业理论课程教学“三不”问题提供了经验借鉴,还促进了学生在课程学习中创获知识与技能、提升综合能力、陶熔志趣品性。基于此,创新生成高校体育专业理论课程的KDL教学模式,以知之(Knowit)、行之(Doit)、乐之(Loveit)的教育理念打造高校体育专业理论课程的教学新样态,在课堂上实现从单纯“教知识”到全面“育人”的转变,从而推动高校体育专业理论课程教学的高质量发展。 展开更多
关键词 高校体育专业理论课程 KDL教学模式 改革实践
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人工智能大模型对档案学基础理论的挑战及其回应 被引量:2
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作者 徐拥军 陈晓婷 闫静 《图书情报知识》 北大核心 2025年第1期57-69,共13页
[目的/意义]人工智能大模型对档案学基础理论带来挑战和变革,亟需探讨其如何推动档案学基础理论的创新与发展。[研究设计/方法]通过对比传统时代和人工智能时代档案学基础理论的内容要点,阐述档案学基础理论对大模型挑战的回应,进一步... [目的/意义]人工智能大模型对档案学基础理论带来挑战和变革,亟需探讨其如何推动档案学基础理论的创新与发展。[研究设计/方法]通过对比传统时代和人工智能时代档案学基础理论的内容要点,阐述档案学基础理论对大模型挑战的回应,进一步解释“大模型如何影响档案学基础理论?而档案学基础理论又应当如何回应大模型发起的挑战?”[结论/发现]大模型对档案学基础理论提出了来源原则概念狭窄,文件生命周期延伸、档案价值转化,档案鉴定理论缺失可信性、销而不毁,档案记忆观的建构主体危机等挑战。为回应这些挑战,档案学基础理论需进行自我调适和创新:新来源观概念与背景的再发现,强调文件生命周期的动态连续性,关注档案鉴定理论的可信度检测与被遗忘权,规范算法权力和掌握记忆话语权。[创新/价值]从理论层面重新审视大模型对档案学基础理论的挑战,以及档案学基础理论应如何进行自我修正以做出恰当回应,切实为人工智能时代的档案工作提供理论指导。 展开更多
关键词 人工智能 大模型 档案学基础理论 档案工作
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多类混凝土损伤比强度理论及塑性-损伤模型研究进展与应用 被引量:1
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作者 丁发兴 吴霞 +7 位作者 吕飞 王文君 孙浩 SADAT Said Ikram 许云龙 王恩 王莉萍 余志武 《铁道科学与工程学报》 北大核心 2025年第2期690-711,共22页
为完善混凝土强度理论和塑性-损伤模型,通过参考岩石损伤比强度理论,根据现有普通混凝土、再生混凝土、轻骨料混凝土和纤维混凝土等多类混凝土多轴强度试验数据,推荐损伤比变量中的五经验系数取值,完善多类混凝土损伤比强度理论并揭示... 为完善混凝土强度理论和塑性-损伤模型,通过参考岩石损伤比强度理论,根据现有普通混凝土、再生混凝土、轻骨料混凝土和纤维混凝土等多类混凝土多轴强度试验数据,推荐损伤比变量中的五经验系数取值,完善多类混凝土损伤比强度理论并揭示约束混凝土工作原理。分析表明,随着静水压力的增加,混凝土压损伤比将由单轴受压时为1左右线性递减至小于0.5,八面体剪应力先增大后减小,轴向峰值应力提升为某一定值,压损伤比取值减小引发非弹性体积膨胀减小至不变,因而导致混凝土由单轴受压脆性破坏向多轴受压塑性破坏转变,该理论为钢管混凝土柱中发挥混凝土耗能潜力提供理论依据。依据混凝土损伤比强度理论,确定多类混凝土塑性-损伤模型中的三轴强度参数,包括膨胀角、拉压子午线强度比值和二轴等压与单轴抗压强度比值,并建议常温静力荷载下多类混凝土的单轴受压、受拉应力-应变曲线方程及其参数表达式,常温地震荷载下普通混凝土的单轴受压、受拉应力-应变曲线方程及其参数表达式,以及火灾升温环境下普通混凝土的单轴受压、受拉应力-应变曲线方程及其参数表达式,建立约束混凝土三轴塑性-损伤模型。介绍多类混凝土塑性-损伤模型在钢-混凝土组合结构有限元模型中的应用,模型中混凝土采用实体单元而钢管与钢梁采用壳单元,可模拟钢管与混凝土之间的界面滑移与约束作用,当采取增强约束拉筋强柱构造方法时可提升钢管混凝土柱及其结构的承载力、抗震与抗火性能。 展开更多
关键词 混凝土 损伤比 强度理论 塑性-损伤模型 三轴参数 应力-应变曲线 实体-壳单元模型
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锚定效应、前景理论和股票市场异象 被引量:1
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作者 谢军 房玉莹 +1 位作者 蓝大镇 高斌 《南开经济研究》 北大核心 2025年第1期107-127,共21页
本文根据中国投资者特征引入锚定效应改进了前景价值函数,通过最大化均值下半方差与前景价值相结合的期望效用构建资产定价模型,并在有限理性条件下给出了模型的均衡结构。实证结果表明,本文模型能够解释28个市场异象中的15个,特别是对... 本文根据中国投资者特征引入锚定效应改进了前景价值函数,通过最大化均值下半方差与前景价值相结合的期望效用构建资产定价模型,并在有限理性条件下给出了模型的均衡结构。实证结果表明,本文模型能够解释28个市场异象中的15个,特别是对于交易摩擦类异象具有较强解释能力,且较其他主流定价模型产生的定价偏误更小。本文的研究结果表明,考虑锚定效应的前景理论更适用于描述中国投资者的非理性行为,拓展了锚定效应和前景理论的相关研究。更重要的是,本文构建的定价模型对投资者行为将在何种程度上影响资产价格,从而造成市场异象这一重要问题做出解答,对政府如何有效引导投资者预期、维护资本市场有效运行具有一定的启示作用。 展开更多
关键词 资产定价模型 前景理论 锚定效应 市场异象
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总体国家安全观下高校国家安全人才培养——基于需求侧的扎根研究 被引量:2
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作者 胡雅萍 肖咏歌 +1 位作者 韩欣言 刘千里 《情报杂志》 北大核心 2025年第2期183-190,共8页
[研究目的]国家安全教育是维护国家安全的基本途径之一。高校是培养国家安全人才的主阵地,探索其国家安全教育内在机理与优化路径,以便更好地适应总体国家安全观的要求。[研究方法]基于需求端视角,采用扎根理论方法,以滚雪球抽样方式收... [研究目的]国家安全教育是维护国家安全的基本途径之一。高校是培养国家安全人才的主阵地,探索其国家安全教育内在机理与优化路径,以便更好地适应总体国家安全观的要求。[研究方法]基于需求端视角,采用扎根理论方法,以滚雪球抽样方式收集73名高校学生数据。通过开放式编码、主轴编码和选择性编码,构建国家安全教育影响因素理论模型,分析国家安全教育内在机理和作用路径。[研究结果/结论]研究表明,高校国家安全教育受外部因素、教育生态、学习者动态参与、学习者个人特征、成效转化共同影响;可以通过融合顶层规划与全域安全教育治理、锚定需求侧驱动的培养模式、优化成效导向评价三个方面提升国家安全人才培养质量和效果。 展开更多
关键词 总体国家安全观 国家安全教育 教育模式优化 教育联盟 国家安全人才 扎根理论
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基于“VHSD-EM”模型的专精特新“小巨人”企业数字化成熟度评价 被引量:2
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作者 唐孝文 曹雪瑞 陈鑫 《科技进步与对策》 北大核心 2025年第3期141-151,共11页
专精特新“小巨人”企业数字化升级能够助力制造业强链补链,使其走上高质量发展快车道,对制造业强国建设具有重要意义。基于2016—2022年相关数据,运用“VHSD-EM”组合评价模型对“小巨人”企业数字化成熟度进行评价分析。结果表明:专... 专精特新“小巨人”企业数字化升级能够助力制造业强链补链,使其走上高质量发展快车道,对制造业强国建设具有重要意义。基于2016—2022年相关数据,运用“VHSD-EM”组合评价模型对“小巨人”企业数字化成熟度进行评价分析。结果表明:专精特新“小巨人”企业数字化成熟度可划分为4个等级,各等级样本企业在行业分布上呈现集聚趋势;先进制造业与传统制造业样本企业数字化成熟度呈现两极分化,基于空间维度的排序如下:中心城市>东南沿海地区>南部地区>西部地区>北部地区,且随时间推移波动较大;政府补贴、财政科技支出、市场竞争强度和企业规模总体上对“小巨人”企业数字化成熟度具有显著影响,但不同数字化成熟度等级样本企业影响因素存在差异。结论可为“小巨人”企业数字化实践提供参考。 展开更多
关键词 “小巨人”企业 数字化成熟度 “VHSD-EM”模型 投入—产出理论 影响因素
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基于微波散射机理的SAR作物和土壤参数反演研究进展
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作者 吴尚蓉 赵荣坤 +4 位作者 曹红 查燕 余强毅 吴文斌 杨鹏 《雷达学报(中英文)》 北大核心 2025年第3期735-753,共19页
作物和土壤参数是表征作物生长状态、监测作物长势的重要基础。雷达遥感具有全天时、全天候、不受气象条件影响的观测能力,微波的穿透能力也对作物覆盖下土壤参数变化具有较强敏感性,在作物土壤参数反演中极具潜力。该文围绕微波散射理... 作物和土壤参数是表征作物生长状态、监测作物长势的重要基础。雷达遥感具有全天时、全天候、不受气象条件影响的观测能力,微波的穿透能力也对作物覆盖下土壤参数变化具有较强敏感性,在作物土壤参数反演中极具潜力。该文围绕微波散射理论下的作物土壤参数反演模型展开研究和综述。首先回顾了微波散射模型从理论模型发展为半经验模型的历程,明晰模型理论演变趋势与方法改进方向。然后,详细介绍了基于微波散射机理的作物参数、土壤参数以及作物土壤参数耦合的反演方法。最后,阐明模型不足,结合当下技术发展特点明确了未来发展的重点方向,以期为后续研究提供新思路。 展开更多
关键词 微波散射机理 作物参数 土壤参数 理论模型 半经验模型
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风险演化研究综述及其在轨道交通领域的应用与探讨
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作者 李曼 刘贵源 +3 位作者 王艳辉 贾利民 郭湛 张坤 《铁道运输与经济》 北大核心 2025年第1期13-30,共18页
风险内涵分析及风险演化机制是目前风险管理研究领域的热点问题。研究首先采用文献计量法与内容分析法,构建国内外风险演化研究的共现网络图,全面剖析了风险演化领域的研究特征、热点主题分布,发现风险演化主要围绕基于图论的风险分析... 风险内涵分析及风险演化机制是目前风险管理研究领域的热点问题。研究首先采用文献计量法与内容分析法,构建国内外风险演化研究的共现网络图,全面剖析了风险演化领域的研究特征、热点主题分布,发现风险演化主要围绕基于图论的风险分析与安全评估、基于系统论的风险评估、基于机器学习的风险预测与失效分析以及基于仿真与建模技术的风险传播与故障分析4个热点主题开展。其次,构建了风险管理框架,系统性分析并提出了风险演化方法体系。从系统论、因果逻辑、图论、建模仿真以及机器学习5方面详细阐述了风险演化研究方法。最后,研究剖析了轨道交通领域现阶段风险演化存在的问题与挑战,探究了未来研究趋势。研究可为安全生产中的风险防控理论体系构建及技术应用实践提供学术参考。 展开更多
关键词 风险演化 轨道交通 动态风险 图论 系统论 机器学习 仿真建模
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基于临界转速避开率的涡轮泵转子系统可靠性快速评估
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作者 王珏 窦唯 +1 位作者 姜绪强 金志磊 《宇航学报》 北大核心 2025年第3期580-588,共9页
涡轮泵转子系统中的浮动环密封,非连续转子结构等部件的力学特性计算复杂度较大,不利于转子系统可靠度的快速评估。提出将转子转速、浮动环密封长度和间隙、浮动环密封压差、预旋系数以及轴系不同位置处的拧紧力矩等参数作为Kriging模... 涡轮泵转子系统中的浮动环密封,非连续转子结构等部件的力学特性计算复杂度较大,不利于转子系统可靠度的快速评估。提出将转子转速、浮动环密封长度和间隙、浮动环密封压差、预旋系数以及轴系不同位置处的拧紧力矩等参数作为Kriging模型的输入变量,经过训练得到浮动环密封动力学系数及轴系等效弹性模量的概率分布及转子系统代理模型,并基于应力-强度干涉理论建立考虑临界转速避开率的可靠度计算方法,实现复杂非线性转子系统可靠度的快速评估。 展开更多
关键词 涡轮泵 转子振动 可靠性 Kriging代理模型 强度干涉理论
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