As a powerful distributed data processing mechanism,MapReduce supports abundant parallel applications that process massive data on computer clusters.To process the massive data efficiently and correctly,a rational des...As a powerful distributed data processing mechanism,MapReduce supports abundant parallel applications that process massive data on computer clusters.To process the massive data efficiently and correctly,a rational design for the MapReduce procedure is desired.An irrational MapReduce procedure can cause great waste of computing resources and even paralyze the execution system.With the wide application of MapReduce,the unavoidable drawback of irrational MapReduce procedures becomes increasingly serious.To solve this problem,a method for verifying the rationality of a MapReduce procedure before executing it on a computer cluster is proposed.This method constructs the rationality criteria for MapReduce,and then studies an automatic approach for modelling MapReduce with an executable model object Petri net(OPN).Finally,the approaches for automatically identifying the rationality criteria by analyzing the consequence of model execution is developed.The results from extensive case studies demonstrate that the proposed method is feasible and effective.展开更多
With the central goal of profit maximization,economic rationality has been pursued by the so ciety under the capitalist mode of production,which has caused great dam age to the environment.Andre Gorz,the representativ...With the central goal of profit maximization,economic rationality has been pursued by the so ciety under the capitalist mode of production,which has caused great dam age to the environment.Andre Gorz,the representative of French ecological Marxism,put forward the conception of ecolo gical ratio nality,try ing to break away from the traditional economic rationality by centering on human beings and building an ecological socialist society in which human and nature co-exist harmoniously.Due to the institutional defects of capitalism in itself,Gorz’s conception of ecological rationality can only become a fantasy in capitalist countries.How ever,his ideas have a strong practical value for the construction of ecological civilization in so cialist countries.展开更多
In uncovering the mechanisms of teaching critical thinking in China,scholars tend to ignore the re-quirement of rational thinking in teaching. Based on the discussion of rational presuppositions of critical thinking i...In uncovering the mechanisms of teaching critical thinking in China,scholars tend to ignore the re-quirement of rational thinking in teaching. Based on the discussion of rational presuppositions of critical thinking in Western cultures, this article argues that, while Western critical thinking presets a kind of rationality which is biased to-wards descriptive logic rather than prescriptive logic, the virtue - centered traditional Chinese culture cultivates a gener-al habit of using methods of prescriptive logic. Descriptive logic accounts for “how to get” true judgments while pre- scriprive logic aims at explaining “why a true judgment is true”. Critical thinking education in China should pay more attention to the role descriptive logic plays. The fact that the new - media infomiarion disseminarion is deepening in- tercultiiral communication makes it necessary to implement critical thinking education in China,but the implementa-tion should be focused on cultivating the students* ability to organize discourse in a logical way.展开更多
The high-speed development of space defense technology demands a high state estimation capacity for spacecraft tracking methods.However,reentry flight is accompanied by complex flight environments,which brings to the ...The high-speed development of space defense technology demands a high state estimation capacity for spacecraft tracking methods.However,reentry flight is accompanied by complex flight environments,which brings to the uncertain,complex,and strongly coupled non-Gaussian detection noise.As a result,there are several intractable considerations on the problem of state estimation tasks corrupted by complex non-Gaussian outliers for non-linear dynamics systems in practical application.To address these issues,a new iterated rational quadratic(RQ)kernel high-order unscented Kalman filtering(IRQHUKF)algorithm via capturing the statistics to break through the limitations of the Gaussian assumption is proposed.Firstly,the characteristic analysis of the RQ kernel is investigated in detail,which is the first attempt to carry out an exploration of the heavy-tailed characteristic and the ability on capturing highorder moments of the RQ kernel.Subsequently,the RQ kernel method is first introduced into the UKF algorithm as an error optimization criterion,termed the iterated RQ kernel-UKF(RQ-UKF)algorithm by derived analytically,which not only retains the high-order moments propagation process but also enhances the approximation capacity in the non-Gaussian noise problem for its ability in capturing highorder moments and heavy-tailed characteristics.Meanwhile,to tackle the limitations of the Gaussian distribution assumption in the linearization process of the non-linear systems,the high-order Sigma Points(SP)as a subsidiary role in propagating the state high-order statistics is devised by the moments matching method to improve the RQ-UKF.Finally,to further improve the flexibility of the IRQ-HUKF algorithm in practical application,an adaptive kernel parameter is derived analytically grounded in the Kullback-Leibler divergence(KLD)method and parametric sensitivity analysis of the RQ kernel.The simulation results demonstrate that the novel IRQ-HUKF algorithm is more robust and outperforms the existing advanced UKF with respect to the kernel method in reentry vehicle tracking scenarios under various noise environments.展开更多
The rationality of constructing diamster distribution model with Weibull function. in term of the weibull function characters, especially the surface of Weibull, were researched. The method to establish diamster distr...The rationality of constructing diamster distribution model with Weibull function. in term of the weibull function characters, especially the surface of Weibull, were researched. The method to establish diamster distribution model ac cording to PRM also was provided.展开更多
基金supported by the Natural Science Foundation of Hubei Province,China(2016CFB287)
文摘As a powerful distributed data processing mechanism,MapReduce supports abundant parallel applications that process massive data on computer clusters.To process the massive data efficiently and correctly,a rational design for the MapReduce procedure is desired.An irrational MapReduce procedure can cause great waste of computing resources and even paralyze the execution system.With the wide application of MapReduce,the unavoidable drawback of irrational MapReduce procedures becomes increasingly serious.To solve this problem,a method for verifying the rationality of a MapReduce procedure before executing it on a computer cluster is proposed.This method constructs the rationality criteria for MapReduce,and then studies an automatic approach for modelling MapReduce with an executable model object Petri net(OPN).Finally,the approaches for automatically identifying the rationality criteria by analyzing the consequence of model execution is developed.The results from extensive case studies demonstrate that the proposed method is feasible and effective.
基金Project Name17 Technology Innovation Service Capability-Collaborative Innovation Center Construction of Socialist Theory with Chinese Characteristics in Beijing Colleges and Universities,Project No.036000546617516Beijing Science and Technology Research on Social Organization Development(S0027005201501)。
文摘With the central goal of profit maximization,economic rationality has been pursued by the so ciety under the capitalist mode of production,which has caused great dam age to the environment.Andre Gorz,the representative of French ecological Marxism,put forward the conception of ecolo gical ratio nality,try ing to break away from the traditional economic rationality by centering on human beings and building an ecological socialist society in which human and nature co-exist harmoniously.Due to the institutional defects of capitalism in itself,Gorz’s conception of ecological rationality can only become a fantasy in capitalist countries.How ever,his ideas have a strong practical value for the construction of ecological civilization in so cialist countries.
文摘In uncovering the mechanisms of teaching critical thinking in China,scholars tend to ignore the re-quirement of rational thinking in teaching. Based on the discussion of rational presuppositions of critical thinking in Western cultures, this article argues that, while Western critical thinking presets a kind of rationality which is biased to-wards descriptive logic rather than prescriptive logic, the virtue - centered traditional Chinese culture cultivates a gener-al habit of using methods of prescriptive logic. Descriptive logic accounts for “how to get” true judgments while pre- scriprive logic aims at explaining “why a true judgment is true”. Critical thinking education in China should pay more attention to the role descriptive logic plays. The fact that the new - media infomiarion disseminarion is deepening in- tercultiiral communication makes it necessary to implement critical thinking education in China,but the implementa-tion should be focused on cultivating the students* ability to organize discourse in a logical way.
基金supported by the National Natural Science Foundation of China under Grant No.12072090.
文摘The high-speed development of space defense technology demands a high state estimation capacity for spacecraft tracking methods.However,reentry flight is accompanied by complex flight environments,which brings to the uncertain,complex,and strongly coupled non-Gaussian detection noise.As a result,there are several intractable considerations on the problem of state estimation tasks corrupted by complex non-Gaussian outliers for non-linear dynamics systems in practical application.To address these issues,a new iterated rational quadratic(RQ)kernel high-order unscented Kalman filtering(IRQHUKF)algorithm via capturing the statistics to break through the limitations of the Gaussian assumption is proposed.Firstly,the characteristic analysis of the RQ kernel is investigated in detail,which is the first attempt to carry out an exploration of the heavy-tailed characteristic and the ability on capturing highorder moments of the RQ kernel.Subsequently,the RQ kernel method is first introduced into the UKF algorithm as an error optimization criterion,termed the iterated RQ kernel-UKF(RQ-UKF)algorithm by derived analytically,which not only retains the high-order moments propagation process but also enhances the approximation capacity in the non-Gaussian noise problem for its ability in capturing highorder moments and heavy-tailed characteristics.Meanwhile,to tackle the limitations of the Gaussian distribution assumption in the linearization process of the non-linear systems,the high-order Sigma Points(SP)as a subsidiary role in propagating the state high-order statistics is devised by the moments matching method to improve the RQ-UKF.Finally,to further improve the flexibility of the IRQ-HUKF algorithm in practical application,an adaptive kernel parameter is derived analytically grounded in the Kullback-Leibler divergence(KLD)method and parametric sensitivity analysis of the RQ kernel.The simulation results demonstrate that the novel IRQ-HUKF algorithm is more robust and outperforms the existing advanced UKF with respect to the kernel method in reentry vehicle tracking scenarios under various noise environments.
文摘The rationality of constructing diamster distribution model with Weibull function. in term of the weibull function characters, especially the surface of Weibull, were researched. The method to establish diamster distribution model ac cording to PRM also was provided.
