The reach-avoid game theory is an ideal tool to handle the conflicts among intelligent agents and has been previously studied assuming full state information and no time limits on the players in the past decades. In this article, we extend the problem by requiring the defender to detect the attacker and adding maximum operation time constraints to the attacker. The attacker aims to reach the target region without being captured or reaching its time limit. The defender can employ strategies to (...) intercept the attacker only when the attacker is detected. A geometric method is proposed to solve this game qualitatively. By analyzing the geometric property of the Apollonian circle and the detection range, we give the barrier under the condition that the attacker is initially detected and the attacker’s shortest route which guarantees its arrival at the target region when it is initially outside the detection range. Then, a barrier that separates the game space into two respective winning regions of the players is constructed based on the shortest route and the time limit of the attacker. The main contributions of this work are that this paper provides the first attempt to introduce the abovementioned two concepts simultaneously, which makes the game more practical, and we provide the complete solution of the game in all possible situations. (shrink)

With the development of artificial intelligence technologies, it is possible to use computer to read digital medical images. Because Alzheimer’s disease has the characteristics of high incidence and high disability, it has attracted the attention of many scholars, and its diagnosis and treatment have gradually become a hot topic. In this paper, a multimodal diagnosis method for AD based on three-dimensional shufflenet and principal component analysis network is proposed. First, the data on structural magnetic resonance imaging and functional magnetic resonance (...) imaging are preprocessed to remove the influence resulting from the differences in image size and shape of different individuals, head movement, noise, and so on. Then, the original two-dimensional ShuffleNet is developed three-dimensional, which is more suitable for 3D sMRI data to extract the features. In addition, the PCANet network is applied to the brain function connection analysis, and the features on fMRI data are obtained. Next, kernel canonical correlation analysis is used to fuse the features coming from sMRI and fMRI, respectively. Finally, a good classification effect is obtained through the support vector machines method classifier, which proves the feasibility and effectiveness of the proposed method. (shrink)

In this paper, we propose a method to design the pseudorandom number generator using three kinds of four-wing memristive hyperchaotic systems with different dimensions as multientropy sources. The principle of this method is to obtain pseudorandom numbers with good randomness by coupling XOR operation on the three kinds of FWMHSs with different dimensions. In order to prove its potential application in secure communication, the security of PRNG based on this scheme is analyzed from the perspective of cryptography. In addition, PRNG (...) has passed the NIST 800.22 and ENT test, which shows that PRNG has good statistical characteristics. Finally, an image encryption algorithm based on PRNG is adopted. In the encryption algorithm, the optimized Arnold matrix scrambling method and the diffusion processing based on XOR are used to obtain the final encrypted image. Through the evaluation of encryption performance, it is concluded that there is no direct relationship between the pristine image and encrypted image. The results show that the proposed image encryption scheme has good statistical output characteristics and security performance in line with cryptography. (shrink)

Information-sharing behavior is affected by identity recognition perception. The current study aims to delve into the impact of familiarity and anonymity on information-sharing behavior, and the mediating role of intrinsic motivations on WeChat Moments. We hypothesized a mediator role of intrinsic motivations in the relationship between an individual’s perceptions and information sharing. Based on the self-determination theory, a model was created and tested using a sample of 531 frequent users. In this study, these users were asked to use WeChat Moments, (...) the most popular mobile private social networking site in China. The results demonstrate the significance of familiarity and identifiability in an interpersonal relationship, when using social networking sites. Moreover, the influence of perceived anonymity on information-sharing behavior, which is entirely mediated by intrinsic motivation has been validated from an empirical perspective. Our findings extend previous studies by showing the totally mediated effect of perceived anonymity on information-sharing behavior on WeChat Moments and the influential mechanism of intrinsic motivation. The results will inform researchers about the importance of incorporating the interpersonal structural features and intrinsic motivation of social networking sites into future studies on online information-sharing behavior. Important ways to promote attention and share information involve building a familiar relationship with communities and equipping oneself with off-line relations. Final indications for future developments are provided, with a special emphasis on the development of these findings in various social networking sites contexts. (shrink)

PurposeTo explore the changes of cerebral blood flow and fractional anisotropy in stroke patients with motor dysfunction after repetitive transcranial magnetic stimulation treatment, and to better understand the role of rTMS on motor rehabilitation of subcortical stroke patients from the perfusion and structural level.Materials and MethodsIn total, 23 first-episode acute ischemic stroke patients and sixteen healthy controls were included. The patients were divided into the rTMS and sham group. The rehabilitation assessments and examination of perfusion and structural MRI were performed (...) before and after rTMS therapy for each patient. Voxel-based analysis was used to detect the difference in CBF and FA among all three groups. The Pearson correlation analysis was conducted to evaluate the relationship between the CBF/FA value and the motor scales.ResultsAfter rTMS, significantly increased CBF was found in the ipsilesional supplementary motor area, postcentral gyrus, precentral gyrus, pons, medulla oblongata, contralesional midbrain, superior cerebellar peduncle, and middle cerebellar peduncle compared to that during the prestimulation and in the sham group, these fasciculi comprise the cortex-pontine-cerebellum-cortex loop. Besides, altered CBF in the ipsilesional precentral gyrus, postcentral gyrus, and pons was positively associated with the improved Fugl-Meyer assessment scores. Significantly decreased FA was found in the contralesional precentral gyrus, increased FA was found in the ipsilesional postcentral gyrus, precentral gyrus, contralesional supplementary motor area, and bilateral cerebellum, these fasciculi comprise the corticospinal tract. The change of FMA score was positively correlated with altered FA value in the ipsilesional postcentral gyrus and negatively correlated with altered FA value in the contralesional precentral gyrus.ConclusionOur results suggested that rTMS could facilitate the motor recovery of stroke patients. High frequency could promote the improvement of functional activity of ipsilesional CPC loop and the recovery of the microstructure of CST. (shrink)

This study is aimed at investigating the relationship between perceived teacher support and learning engagement and exploring the mediation role played by technology acceptance and learning motivation. It adopted a structural equation modeling approach, with sampling 467 students from four middle schools in eastern China. The research findings showed that perceived teacher support is significantly associated with learning engagement. Learning motivation plays a mediating role in the relationship between perceived teacher support and learning engagement. There is the chain mediating effect (...) of technology acceptance and learning motivation on the relationship between perceived teacher support and learning engagement. All of these are of great importance for the teachers in the middle schools, as they help to increase students’ engagement with learning activities considering the background of the deep integration of information technology and education teaching. (shrink)

A terahertz frequency-modulated continuous wave imaging radar system is developed for high-resolution 3D imaging recently. Aiming at the problems of long data acquisition periods and large sample sizes for the developed imaging system, an algorithm based on compressed sensing is proposed for THz FMCW radar 3D imaging in this paper. Firstly, the FMCW radar signal model is built, and the conventional range migration algorithm is introduced for THz FMCW radar imaging. Then, compressed sensing is extended for THz FMCW radar 3D (...) imaging, and the Newton smooth L0-norm algorithm is presented for sparse measurement data reconstruction. Both simulation and measurement experiments demonstrate the feasibility of reconstructing THz images from measurements even at the sparsity rate of 20%. (shrink)

The purpose of this paper is to examine the effect of ethical leadership on followers’ subjective and objective career success from a P-E fit perspective. Specifically, the mediating effects of demands-abilities fit, needs-supplies fit, and person-organization fit in the relationship between ethical leadership and employee subjective and objective career success were investigated. We collected two-wave data from 160 employees and used hierarchical regressions to test the hypotheses. The findings revealed that ethical leadership had a positive effect on employee career satisfaction, (...) mobility, and promotability. Moreover, employee demands-abilities fit mediated the relationship between ethical leadership and career mobility and promotability; needs-supplies fit and person-organization fit mediated the relationship between ethical leadership and employee career satisfaction. Theoretical and empirical implications were discussed. (shrink)

Naturalistic stimuli, including movie, music, and speech, have been increasingly applied in the research of neuroimaging. Relative to a resting-state or single-task state, naturalistic stimuli can evoke more intense brain activities and have been proved to possess higher test–retest reliability, suggesting greater potential to study adaptive human brain function. In the current research, naturalistic functional magnetic resonance imaging (N-fMRI) has been a powerful tool to record brain states under naturalistic stimuli, and many efforts have been devoted to study the high-level (...) semantic features from spatial or temporal representations via N-fMRI. However, integrating both spatial and temporal characteristics of brain activities for better interpreting the patterns under naturalistic stimuli is still underexplored. In this work, a novel hybrid learning framework that comprehensively investigates both the spatial (via Predictive Model) and the temporal [via convolutional neural network (CNN) model] characteristics of the brain is proposed. Specifically, to focus on certain relevant regions from the whole brain, regions of significance (ROS), which contain common spatial activation characteristics across individuals, are selected via the Predictive Model. Further, voxels of significance (VOS), whose signals contain significant temporal characteristics under naturalistic stimuli, are interpreted via one-dimensional CNN (1D-CNN) model. In this article, our proposed framework is applied onto the N-fMRI data during naturalistic classical/pop/speech audios stimuli. The promising performance is achieved via the Predictive Model to differentiate the different audio categories. Especially for distinguishing the classic and speech audios, the accuracy of classification is up to 92%. Moreover, spatial ROS and VOS are effectively obtained. Besides, temporal characteristics of the high-level semantic features are investigated on the frequency domain via convolution kernels of 1D-CNN model, and we effectively bridge the “semantic gap” between high-level semantic features of N-fMRI and low-level acoustic features of naturalistic audios in the frequency domain. Our results provide novel insights on characterizing spatiotemporal patterns of brain activities via N-fMRI and effectively explore the high-level semantic features under naturalistic stimuli, which will further benefit the understanding of the brain working mechanism and the advance of naturalistic stimuli clinical application. (shrink)

The Toulmin model has been proved useful in law and argumentation theory. This model describes the basic process in justifying a claim, which comprises six elements, i.e., claim (C), data (D), warrant (W), backing (B), qualifier (Q), and rebuttal (R). Specifically, in justifying a claim, one must put forward ‘data’ and a ‘warrant’, whereas the latter is authorized by ‘backing’. The force of the ‘claim’ being justified is represented by the ‘qualifier’, and the condition under which the claim cannot be (...) justified is represented as the ‘rebuttal’. To further improve the model, (Goodnight, Informal Logic 15:41–52, 1993) points out that the selection of a backing needs justification, which he calls legitimation justification. However, how such justification is constituted has not yet been clarified. To identify legitimation justification, we separate it into two parts. One justifies a backing’s eligibility (legitimation justification 1 ; LJ 1 ); the other justifies its superiority over other eligible backings (legitimation justification 2 ; LJ 2 ). In this paper, we focus on LJ 1 and apply it to the legal justification (of judgements) in hard cases for illustration purposes. We submit that LJ 1 refers to the justification of the legal interpretation of a norm by its backing, which can be further separated into several orderable subjustifications. Taking the subjustification of a norm’s existence as an example, we show how it would be influenced by different positions in the philosophy of law. Taking the position of the theory of natural law, such subjustification is presented and evaluated. This paper aims not only to inform ongoing theoretical efforts to apply the Toulmin model in the legal field, but it also seeks to clarify the process in the justification of legal judgments in hard cases. It also offers background information for the possible construction of related AI systems. In our future work, LJ 2 and other subjustifications of LJ 1 will be discussed. (shrink)

Evaluating the price policy of raw milk is of great significance to the sustainable development of an industry supply chain. In this context, our study used the multi-period difference-in-difference method to systematically examine the impact of the policy implementation on product price and profit distribution in the supply chain. The results showed the following: the price of raw milk in the implementation area of the price support policy is 13.54% higher than that of the unimplemented area; the effect of price (...) increase in the western region is higher than that in the eastern region, and the central region ; furthermore, the purchase price guidance policy of raw milk drives price increase or price suppression in the links of the supply chain to promote a balanced distribution of profits among the participants in the chain. These conclusions all have good stability and have reference significance for further improving and adjusting the price support policy of raw milk to realize the sustainable development of the Chinese dairy industry. This will enhance the production confidence of Chinese raw milk producers and improve Chinese consumers’ expectations and consumer psychology regarding domestic dairy products. (shrink)

In recent years, the research of chaos theory has developed from simple cognition and analysis to practical engineering application. In particular, hyperchaotic systems with more complex and changeable chaotic characteristics are more sensitive and unpredictable, so they are widely used in more fields. In this paper, two important engineering applications based on hyperchaos pseudorandom number generator and image encryption are studied. Firstly, the coupling 6D memristive hyperchaotic system and a 2D SF-SIMM discrete hyperchaotic mapping are used as the double entropy (...) source structure. The double entropy source structure can realize a new PRNG that meets the security requirements, which can pass the NIST statistical test when the XOR postprocessing method is used. Secondly, based on the double entropy source structure, a new image encryption algorithm is proposed. The algorithm uses the diffusion-scrambling-diffusion encryption scheme to realize the conversion from the original plaintext image to the ciphertext image. Finally, we analyze the security of the proposed PRNG and image encryption mechanism, respectively. The results show that the proposed PRNG has good statistical output characteristics and the proposed image encryption scheme has high security, so they can be effectively applied in the field of information security and encryption system. (shrink)

Ben shu tong guo dui yu Li Zhuowu he Yangming xue de chan shi, dui yu Zhongguo qian jin dai bu tong yu xi fang de lu xiang jin xing le bian xi, ren wei"zai Zhongguo si xiang zhong cun zai zhe bu tong yu Ouzhou si xiang shi de zhan kai de Zhongguo du zi de si xiang shi de zhan kai", fan dui yi ban chang jian de, yi Ouzhou de li shi zhan kai he jia zhi guan (...) wei ji zhun de xi fang zhong xin lun li shi guan, cong er zai Zhongguo nei zai de si xiang li lu zhong xun zhao Zhongguo de"jin dai"ji qi"qu she yu fa zhan"; ta hai da po le zai Riben tong xing de dui yu Li Zhuowu tong xin shuo shi ge ren zhu yi biao xian de fu qian shuo fa, ba Li Zhuowu wan qi de fu za si xiang, te bie shi fo jiao si xiang zai ta shen shang de du te ti xian tui xiang dui yu ming dai si xiang ben shen de jie shi. (shrink)

Dreams were a topic of study even in ancient times, and they are a special spiritual phenomenon. Generations of literati have defined the meaning of dreams in their own way, while Zhu Xi was perhaps the most outstanding one among them. He made profound explanations of dreams from aspects such as the relationship between dreams and the principles li and qi, the relationship between dreams and the state of the heart, and the relationship between dreams and an individual’s moral improvement. (...) He summarized previous generations’ understanding of dreams and infused a new dimension from the School of Principles, pointing out a direction for individuals’ moral cultivation and spiritual pursuit. Zhu Xi also examined the opinions of Zhang Zai, Cheng Yi, Hu Hong and other thinkers on Confucius not dreaming of Duke Zhou in his later years, revealing differences between thinkers in the School of Principles. An analysis of Zhu Xi’s thoughts on dreams will provide deeper insight into the research on the School of Principles. (shrink)

本書將由啟發學者明道的經典系統構成的“學統”，將由親相授受的師徒傳授系統構成的“師統”。朱熹深鑒於二程門人不能準確全面傳承二程思想的歷史教訓，認識到“師統”與“學統”二者不可偏廢，既重視面對面的講學授 徒，更重視學術著作的文本建設。但在他去世後出現了極端崇拜“師統傳道”的現象，以及“學統傳道”論者針對此種極端崇拜的反擊，“師統”與“學統”的互動和張力，貫穿于宋元朱子學升沉消長的始終，勾畫了生機勃勃、 千峰競秀的學術思想圖景。.

Brain structural covariance network can delineate the brain synchronized alterations in a long-range time period. It has been used in the research of cognition or neuropsychiatric disorders. Recently, causal analysis of structural covariance network, winner-take-all and cortex–subcortex covariance network, and modulation analysis of structural covariance network have expended the technology breadth of SCN. However, the lack of user-friendly software limited the further application of SCN for the research. In this work, we developed the graphical user interface toolkit of brain structural (...) covariance connectivity based on MATLAB platform. The software contained the analysis of SCN, CaSCN, MOD-SCN, and WTA-CSSCN. Also, the group comparison and result-showing modules were included in the software. Furthermore, a simple showing of demo dataset was presented in the work. We hope that the toolkit could help the researchers, especially clinical researchers, to do the brain covariance connectivity analysis in further work more easily. (shrink)

Since the 1950s, Lee Joseph of Zhu Xi of the Road, learn to criticism that many aspects of Taoism is similar to Whitehead's qualification process philosophy, which Zhu large amount of philosophical comprehensive work is the right assessment, triggering In order to controversy . This paper argues that there are many real reason is that Zhu and Whitehead都qualification processes philosopher. According to Whitehead's thought, emphasizing the role or function of qualifications process description is the qualification process may philosopher. Zhu Xi (...) said in his clear emphasis on learning裡qualification process, change, transformation and innovation of other concepts. Description of this method less controversial, but the problem is in the end "qualification process" concept in terms of how important Zhu? He has "qualification process" concept is obvious? Over the past eight hundred years have an ongoing controversy, Zhu Xi Road School for the qualification process as the subject is so obvious? Zhu Xi describes the nature of the universe is life and life does not interest, is well known. However, many scholars have argued Zhu Xi's description of the main school - "Management", or the original management, channel management, pattern, or order, in fact, is a static concept. If "management" is static or just the original order or pattern in the form of management, it is difficult to establish qualification process is a description of the key themes of philosophy. Like a dead Yuzhe how it is possible to control a horse living ? This is a serious topic, in fact, followed by South Korean scholars to discuss the subject, which launched the great "forty-seven Debate." This article will certainly "reasonable" can indeed be interpreted as a life principle of management by a manager or management Concept. Really the case, said Zhu Xi's learning can rightly be regarded as a strongly significant qualification process philosophy, such as Whitehead and Lee Snow and other scholars advocated. Zhu Xi to provide In order many of the "reasonable" interpretation, possible these things in the world or the events of the original treatment or reason, interpreted with the qualification process in nature, even creative, with its complex of Taoist system role. This will be Chen Chun highly influential book of the "North Creek word meaning" to prove the wisdom of philosophy of Zhu Xi's disciples will be the most "reasonable" as a "way of qualifications." Therefore, based on an important school of Zhu Xi's interpretation of Taoism, we can agree and support the Joseph Lee, Zhu Xi Neo-Confucianism as the philosophy of the Core see qualification process. Ever since Joseph Needham in the 1950s made the comment that in many ways the daoxue of Zhu Xi resembled the process philosophy of Alfred North Whitehead there has been a debate on whether or not this is an accurate assessment of the Master Zhu's massive philosophical synthesis. This paper argues that there are substantive grounds to suggest that both Master Zhu and Whitehead are process philosophers. Based on Whitehead's observation that some philosophers emphasize the role or function or process as a key element of their philosophical vision and hence can be deemed 'process' philosophers, it is clear that Zhu certainly affirmed a central place for notions of process, change, transformation and creativity within his daoxue or Teaching of the Way. In many ways there is little argument about the general nature of this comment: the problem is, just how central to Zhu's daoxue is the notion of process? Is process more apparent than real? There has been a constant debate for the last eight hundred years as to whether or not Zhu Xi's commitment to process as a central theme or motif of daoxue is as strong as it appears at first glance. Zhu was famous for saying that the nature of the cosmos is, for instance, constant generation or shengsheng buxi life and life does not interest rates. Nonetheless, many competent scholars have argued that Zhu's crucial notion of li management or principle, rationale, pattern, or order might actually be a static concept: hardly the kind of key theme to build a process philosophy around if indeed it is the case that principle is a static or merely a formal principle of order or pattern . One of the best ways of putting the question was, how can a dead rider ride a live horse ? This is a serious question, and in fact later Korean scholars debated the issue with great subtlety in the great Four-Seven Debate. This paper will defend the notion that li can indeed be interpreted as a living principle or rationale. If this is the case, then Zhu's daoxue can be rightly deemed a process philosophy in the strongest sense of the term as defined by scholars such as Whitehead and Nicholas Rescher. Although Zhu Xi offered a number of different interpretations of li, it is entirely plausible that principle or the rationale for the things and events of the world can be construed as processive, even creative in terms of its role in the complex daoxue architectonic. For instance, the influential Beixi ziyi [or Neo-Confucian Terms Explained as translated by Wing-tsit Chan] of Chen Chun proves that one of Master Zhu's most philosophically astute disciples understood li to be proccessive. Therefore, based on one important stream of exegesis of Zhu's daoxue, we can agree with and support Joseph Needham's insight that daoxue is a form of process philosophy. (shrink)

In her creative new book, Mercedes Valmisa proposes that, in Chinese philosophy, efficacious agency should be understood as involving ‘adapting’ (yin因). She introduces a distinctive relational noti...

朱熹(1130-1200)字元晦, 改字仲晦, 别号晦庵、晦翁云谷老人、沧州病叟等。.

v.1 Shu ji zhuan ; Zhong yong ji lüe -- v.2 Cheng shi yi shu ; Cheng shi wai shu -- v.3 Shang cai yu lu ; Wei zhai ji -- v.4 Nan Xuan xian sheng wen ji.

In a 1988 study, James T. C. Liu used the phrase "China turning inward" to characterize the shift from Northern Song to Southern Song intellectual traditions, especially the intellectual lineage from Cheng Yi 程頤 to Zhu Xi 朱熹.1 Building upon Professor Liu's characterization, I will explore more specifically how the Way turned toward greater emphasis on inner self-cultivation as daoxue 道學....