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The Impact of Peer Instruction on Students’ Achievement in Mathematics Analysis
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作者 Serkan Kaymak Nuri Balta +2 位作者 Abdullah Almas Bibigul Kazmagambet Omar Mbala 《Psychology Research》 2020年第12期497-506,共10页
In this research,we investigated the effect of peer instruction method on the first course mathematics education students’academic achievement and the attitudes of students by using peer instruction method.The implem... In this research,we investigated the effect of peer instruction method on the first course mathematics education students’academic achievement and the attitudes of students by using peer instruction method.The implementation was carried out seven weeks with 60 participants in an introduction to mathematics analysis lesson in Suleyman Demirel University in Kazakhstan.Two first course groups were randomly assigned to treatment and control groups.The final results were obtained to measure students’academic achievement and questionnaires used to indicate attitudes towards peer instruction.Data were analyzed,using analysis of t-test(p=0.029)with an alpha significance level of 0.05.The results of final questions indicated,peer instruction has a significant positive effect on students’achievement in the introduction to mathematics analysis course and the results of questionnaires demonstrated peer instruction(PI)has a positive impact on peers’understanding by making learning interesting and interactive,and it also creates conducive atmosphere in the class. 展开更多
关键词 peer instruction mathematics achievement mathematics analysis attitudes towards peer instruction method
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Numerical analysis on the influence of vortex motion in a reverse Stairmand cyclone separator by using LES model 被引量:1
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作者 Zhu-Wei Gao Zhong-Xin Liu +4 位作者 Yao-Dong Wei Cheng-Xin Li Shi-Hao Wang Xin-Yu Qi Wei Huang 《Petroleum Science》 SCIE CAS CSCD 2022年第2期848-860,共13页
This study aims to analyze the influence of vortex motion in a reverse Stairmand cyclone separator by using LES model.The mathematical analysis indicated that the energy dissipation and the flow characteristics of inc... This study aims to analyze the influence of vortex motion in a reverse Stairmand cyclone separator by using LES model.The mathematical analysis indicated that the energy dissipation and the flow characteristics of incompressible fluid are directly related to on the vortex motion.The results of the Q criterion-based iso-vortex surface could well reflect the tendency of the vortex structure,in which the iso-vortex surface exhibited a distorted distribution rather than around the center axis.At the turning point of velocity vector,vortices were formed and developed,and the point was the center of the local vortex core.In addition,the vortex formed an irregular annular region around the wall at the bottom of vortex finder.The vortex structure near the dust hopper presented a strong distortion.Moreover,there were two rotating flow in the opposite direction within the dust hopper.These phenomena would affect the separation performance,which was significance to cyclone separator. 展开更多
关键词 Numerical simulation Cyclone separator Mathematical analysis Vortex motion Local analysis
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Simplified Modeling and Mathematical Analysis in Cardiac Electric Field Propagation for Human and Animals
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作者 Ping Lang Lei Han 《Journal of Beijing Institute of Technology》 EI CAS 2020年第2期167-176,共10页
The different characteristics of cardiac electric field(CEF)radiation in humans and other animals are presented in this paper.Physical modeling and mathematical analysis are developed to comprehensively unveil the pro... The different characteristics of cardiac electric field(CEF)radiation in humans and other animals are presented in this paper.Physical modeling and mathematical analysis are developed to comprehensively unveil the properties of CEF,based on typical heartbeat waveforms.Our numerical simulation results demonstrate that the frequency bandwidths and the cycle durations of CEF are different for healthy humans versus humans on the verge of death and for humans versus other animals.The results indicate that the present study may extensively contribute towards recognizing human beings or other animal targets quickly and accurately with CEF in dangerous situations or in other applications. 展开更多
关键词 mathematical analysis distinguishing standards cardiac electric field targets identification
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Optimization of Extraction Process of Polyphenols from Chrysanthemum morifolium and the Development of Chrysanthemum Rice Wine
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作者 Weiyi CHEN Yufeng ZHANG +5 位作者 Zoukai HUANG Ruyi ZHENG Caiyun HUANG Xunjian CHEN Yuhan FU Weixin WANG 《Agricultural Biotechnology》 CAS 2023年第5期62-66,74,共6页
[Objectives]This study was conducted to provide a theoretical basis for the extraction and comprehensive utilization of functional active components of Chrysanthemum morifolium polyphenols.[Methods]With C.morifolium a... [Objectives]This study was conducted to provide a theoretical basis for the extraction and comprehensive utilization of functional active components of Chrysanthemum morifolium polyphenols.[Methods]With C.morifolium as a raw material,polyphenols were extracted by water extraction.The extraction process of polyphenols were optimized by single factor tests on solid-liquid ratio,extracting time and times.Old rice wine selected as the base wine was added with C.morifolium polyphenol extract,honey,citric acid and other auxiliary materials to prepare a kind of chrysanthemum old rice wine.Through sensory analysis combined with fuzzy mathematics comprehensive evaluation method,the optimal formula of chrysanthemum old rice wine was determined,and the corresponding physicochemical indicators of the obtained chrysanthemum old rice wine were tested.[Results]The optimal soaking process for C.morifolium was as follows:extraction time of 20 min,a solid-liquid ratio of C.morifolium to warm water at 1:40,extraction times of 3 times.The physical and chemical indicators of the chrysanthemum wine obtained from the above optimal formula were as follows:sugar content 5%,ethanol content 11%,and pH value 4.04.The chrysanthemum old rice wine obtained was clear and transparent,and the fragrance of chrysanthemum was coordinated with the mellow aroma of rice wine.The taste was refreshing and suitable for the vast majority of people to drink.[Conclusions]The new type of chrysanthemum old rice wine combines the polyphenolic active substances in C.morifolium with the low ethanol content of old rice wine,which not only improves the utilization rate of C.morifolium,but also strengthens the health function of old rice wine products,improves the quality of old rice wine,and promotes the healthy and rapid development of the old rice wine industry. 展开更多
关键词 POLYPHENOL Chrysanthemum morifolium Forest phenol Fuzzy mathematic analysis Chrysanthemum old rice wine
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Teaching Reform and Practice of “Mathematical Analysis” under the New Engineering Education Paradigm
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作者 Xiang Wu 《Journal of Contemporary Educational Research》 2024年第8期38-45,共8页
With the advent and promotion of the new engineering education paradigm,university mathematics courses face new challenges and opportunities.As a fundamental course for engineering majors,the reform of“Mathematical A... With the advent and promotion of the new engineering education paradigm,university mathematics courses face new challenges and opportunities.As a fundamental course for engineering majors,the reform of“Mathematical Analysis”is particularly crucial.This paper explores the necessity,specific practices,and outcomes of teaching reform in“Mathematical Analysis”within the context of the new engineering education.By reforming teaching content,methods,and assessment approaches,this study aims to enhance students’mathematical literacy and comprehensive abilities to meet the demands of the new engineering education development. 展开更多
关键词 New engineering education Mathematical analysis Teaching reform Teaching practice
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PRINCIPLES AND PARAMETER DESIGN FOR AC-DC THREE-DEGREE FREEDOM HYBRID MAGNETIC BEARINGS 被引量:15
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作者 ZHU Huangqiu XIE Zhiyi ZHU Dehong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2006年第4期534-539,共6页
To simplify the mechanical structure, decrease the overall system size of the 3-degree freedom axial-radial magnetic bearings and reduce the manufacturing costs as well as operating costs, an innovated AC-DC 3-degree ... To simplify the mechanical structure, decrease the overall system size of the 3-degree freedom axial-radial magnetic bearings and reduce the manufacturing costs as well as operating costs, an innovated AC-DC 3-degree freedom hybrid magnetic bearing is proposed, which is driven by a DC amplifier in axial direction and a 3-phase power converter in radial directions respectively, and the axial and radial bias magnetic fluxes are provided with a common radial polarized permanent magnet ring. The principle producing magnetic suspension forces is introduced. By using equivalent magnetic circuit method, the calculation formulas of magnetic suspension forces and the mathematics models of the system are deduced. Nonlinearities of suspension forces and cross coupling between different degree freedoms are studied further by calculating the suspension forces at different displacements and control currents to validate the feasibility of the mathematics model. Then based on the mathematics models of the bearing, a control method of this novel bearing is designed. Lastly, the methods on parameter design and calculations of the bearing are presented, and an applicable prototype is simulated to analyze the magnetic path by using finite element analysis. The theory analysis and simulation results have shown that this magnetic bearing incorporates the merits of 3-phase AC drive, permanent magnet flux biased and axial-radial combined control, and reduces overall system size and has higher efficiency and lower cost, This innovated magnetic bearing has a wide application in super-speed and super-precision numerical control machine tools, bearingless motors, high-speed flywheels, satellites, etc. 展开更多
关键词 Hybridmagnetic bearing Equivalent flux path mathematics model NonlinearityFinite element analysis
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Unsteady aerodynamics modeling for flight dynamics application 被引量:13
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作者 Qing Wang Kai-Feng He. +3 位作者 Wei-Qi Qian Tian-Jiao Zhang Yan-Qing Cheng Kai-Yuan Wu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2012年第1期14-23,共10页
In view of engineering application, it is practicable to decompose the aerodynamics into three components: the static aerodynamics, the aerodynamic increment due to steady rotations, and the aerodynamic increment due... In view of engineering application, it is practicable to decompose the aerodynamics into three components: the static aerodynamics, the aerodynamic increment due to steady rotations, and the aerodynamic increment due to unsteady separated and vortical flow. The first and the second components can be presented in conventional forms, while the third is described using a one-order differential equation and a radial-basis-function (RBF) network. For an aircraft configuration, the mathematical models of 6- component aerodynamic coefficients are set up from the wind tunnel test data of pitch, yaw, roll, and coupled yawroll large-amplitude oscillations. The flight dynamics of an aircraft is studied by the bifurcation analysis technique in the case of quasi-steady aerodynamics and unsteady aerodynam- ics, respectively. The results show that: (1) unsteady aerodynamics has no effect upon the existence of trim points, but affects their stability; (2) unsteady aerodynamics has great effects upon the existence, stability, and amplitudes of periodic solutions; and (3) unsteady aerodynamics changes the stable regions of trim points obviously. Furthermore, the dynamic responses of the aircraft to elevator deflections are inspected. It is shown that the unsteady aerodynamics is beneficial to dynamic stability for the present aircraft. Finally, the effects of unsteady aerodynamics on the post-stall maneuverability 展开更多
关键词 Unsteady aerodynamics High angle of attack Mathematical model Flight dynamics - Bifurcation analysis Post-stall maneuver
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Formula Optimization of Wheat Germ Solid Beverage
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作者 Teng HOU Min ZHANG +2 位作者 Rui LIU Yunjiao ZHAO Chanchan SUN 《Agricultural Biotechnology》 CAS 2021年第3期134-136,共3页
[Objectives]This study was conducted to develop a health-care product with smooth taste and high nutrition.[Methods]With natural wheat germ powder as the main raw material and maltodextrin,white sugar,compound stabili... [Objectives]This study was conducted to develop a health-care product with smooth taste and high nutrition.[Methods]With natural wheat germ powder as the main raw material and maltodextrin,white sugar,compound stabilizer and other materials as auxiliary materials,the formula of wheat germ solid beverage was optimized using sensory evaluation value as an index,through the mixture experiment method and fuzzy mathematical analysis.[Results]The optimal formula of wheat germ solid beverage was:sugar 11.51%,maltodextrin 37.89%,wheat germ powder 50%,compound stabilizer 0.6%(arabic gum 0.3%,xanthan gum 0.3%),soya bean lecithin 0.2%,ethyl maltol 0.002%,and vanillin 0.003%.[Conclusions]This study provides a theoretical basis for expanding the market-oriented production and application of wheat germ. 展开更多
关键词 Wheat germ Sensory evaluation Mixture experiment Fuzzy mathematical analysis
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An Effective Numerical Calculation Method for Multi-Time-Scale Mathematical Models in Systems Biology
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作者 Yohei Motomura Hiroyuki Hamada Masahiro Okamoto 《Applied Mathematics》 2016年第17期2241-2268,共28页
The improvements of high-throughput experimental devices such as microarray and mass spectrometry have allowed an effective acquisition of biological comprehensive data which include genome, transcriptome, proteome, a... The improvements of high-throughput experimental devices such as microarray and mass spectrometry have allowed an effective acquisition of biological comprehensive data which include genome, transcriptome, proteome, and metabolome (multi-layered omics data). In Systems Biology, we try to elucidate various dynamical characteristics of biological functions with applying the omics data to detailed mathematical model based on the central dogma. However, such mathematical models possess multi-time-scale properties which are often accompanied by time-scale differences seen among biological layers. The differences cause time stiff problem, and have a grave influence on numerical calculation stability. In the present conventional method, the time stiff problem remained because the calculation of all layers was implemented by adaptive time step sizes of the smallest time-scale layer to ensure stability and maintain calculation accuracy. In this paper, we designed and developed an effective numerical calculation method to improve the time stiff problem. This method consisted of ahead, backward, and cumulative algorithms. Both ahead and cumulative algorithms enhanced calculation efficiency of numerical calculations via adjustments of step sizes of each layer, and reduced the number of numerical calculations required for multi-time-scale models with the time stiff problem. Backward algorithm ensured calculation accuracy in the multi-time-scale models. In case studies which were focused on three layers system with 60 times difference in time-scale order in between layers, a proposed method had almost the same calculation accuracy compared with the conventional method in spite of a reduction of the total amount of the number of numerical calculations. Accordingly, the proposed method is useful in a numerical analysis of multi-time-scale models with time stiff problem. 展开更多
关键词 Finite Difference Method Stiff Equation Multi-Time-Scale Systems Biology Mathematical analysis
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Spatial Distribution of Hospitals in Handan City and Its Influencing Factors
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作者 WANG Xiaojian YIN Ran 《Journal of Landscape Research》 2021年第3期36-38,共3页
Hospital is an important factor of people’s livelihood security,and the spatial layout of hospitals effectively ensures the medical convenience for residents.Location entropy and mathematical statistical analysis are... Hospital is an important factor of people’s livelihood security,and the spatial layout of hospitals effectively ensures the medical convenience for residents.Location entropy and mathematical statistical analysis are used to study spatial distribution of hospitals.The results display that the distribution of medical facilities in Handan City is at a disadvantage level in Hebei Province,and medical facilities arr concentrated in the plain area.The layout of grade 3A hospitals in Hebei Province is characterized by urban centralization,and it is stronger in the east and weaker in the west.There is no medical facilities in Feixiang District of Handan City,and layout of medical facilities in Hanshan District and Congtai District is at advantage level of Handan City.The built-up area is the influencing factor for the distribution of medical resources. 展开更多
关键词 Spatial layout of hospitals Mathematical statistical analysis Influencing factor
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Nonlinear Evolution Equations and Its Application to a Tumour Invasion Model
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作者 Akisato Kubo Yuto Miyata +2 位作者 Hidetoshi Kobayashi Hiroki Hoshino Naoki Hayashi 《Advances in Pure Mathematics》 2016年第12期878-893,共17页
We consider nonlinear evolution equations with logistic term satisfying initial Neumann-boundary condition and show global existence in time of solutions to the problem in arbitrary space dimension by using the method... We consider nonlinear evolution equations with logistic term satisfying initial Neumann-boundary condition and show global existence in time of solutions to the problem in arbitrary space dimension by using the method of energy. Applying the result to a mathematical model of tumour invasion, we discuss the property of the rigorous solution to the model. Finally we will show the time depending relationship and interaction between tumour cells, the surrounding tissue and matrix degradation enzymes in the model by computer simulations. It is seen that our mathematical result of the existence and asymptotic behaviour of solutions verifies our simulations, which also confirm the mathematical result visibly. 展开更多
关键词 Nonlinear Evolution Equation Mathematical analysis Tumour Invasion PROLIFERATION Re-Establishment
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The Distribution Search:An O(n) Expected Time Search
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《Wuhan University Journal of Natural Sciences》 CAS 1996年第2期167-170,共4页
Provided an algorithm for the distribution search and proves the time complexity of the algorithm. This algorithm uses a mathematical formula to search n elements in the sequence of n elements in O(n)expected time,and... Provided an algorithm for the distribution search and proves the time complexity of the algorithm. This algorithm uses a mathematical formula to search n elements in the sequence of n elements in O(n)expected time,and experimental reesult proves that distribution search is superior to binary search. 展开更多
关键词 the distribution search the algorithm design a mathematical formula analysis of the complexity O(n)expected time
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Reasons in the Sino-West Philosophies and Critical and Creative Thinking Under the Cartesian Coordinate System
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作者 WANG Tongjun 《Sino-US English Teaching》 2022年第1期31-44,共14页
This paper provides a comparison and contrast of the rationality in the West and China.It is undergoing with the support of the Cartesian coordinate system.About 30 such figures illustrate the reason and causality of ... This paper provides a comparison and contrast of the rationality in the West and China.It is undergoing with the support of the Cartesian coordinate system.About 30 such figures illustrate the reason and causality of the philosophical concepts in question.The horizontal axis translates the independent variable,the cause;and the vertical elements interpret the effect.Such dynamic variable study supports the understanding of the core values in the Western and Chinese philosophy.On the other hand,there is a similar probing of the critical and creative thinking in the philosophy.Reflective thinking in varying fields with more perspective entails rational views. 展开更多
关键词 mathematical analysis application in the class critical and creative thinking
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Modeling Thermal Regulation in Thin Vascular Systems:A Mathematical Analysis
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作者 Kalyana B.Nakshatrala 《Communications in Computational Physics》 SCIE 2023年第4期1035-1068,共34页
Mimicking vascular systems in living beings,designers have realized microvascular composites to achieve thermal regulation and other functionalities,such as electromagnetic modulation,sensing,and healing.Such material... Mimicking vascular systems in living beings,designers have realized microvascular composites to achieve thermal regulation and other functionalities,such as electromagnetic modulation,sensing,and healing.Such material systems avail circulating fluids through embedded vasculatures to accomplish the mentioned functionalities that benefit various aerospace,military,and civilian applications.Although heat transfer is a mature field,control of thermal characteristics in synthetic microvascular systems via circulating fluids is new,and a theoretical underpinning is lacking.What will benefit designers are predictive mathematical models and an in-depth qualitative understanding of vascular-based active cooling/heating.So,the central focus of this paper is to address the remarked knowledge gap.First,we present a reduced-order model with broad applicability,allowing the inlet temperature to differ from the ambient temperature.Second,we apply mathematical analysis tools to this reduced-order model and reveal many heat transfer properties of fluid-sequestered vascular systems.We derive point-wise properties(minimum,maximum,and comparison principles)and global properties(e.g.,bounds on performance metrics such as the mean surface temperature and thermal efficiency).These newfound results deepen our understanding of active cooling/heating and propel the perfecting of thermal regulation systems. 展开更多
关键词 Thermal regulation vascular systems reduced-order modeling maximum and comparison principles mathematical analysis EFFICIENCY
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A State Space Modeling of Non-Isolated Bidirectional DC-DC Converter with Active Switch
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作者 J. Barsana Banu M. Balasingh Moses 《Circuits and Systems》 2016年第4期187-197,共11页
In this paper, analysis, design and implementation of non-isolated soft-switching bidirectional DC-DC converter with an active switch are described. The proposed topology gives the output voltage as twice as the input... In this paper, analysis, design and implementation of non-isolated soft-switching bidirectional DC-DC converter with an active switch are described. The proposed topology gives the output voltage as twice as the input voltage and enhances the efficiency up to 94.5% and 92.9% for boost and buck mode operation by proper selection of the duty cycle. Soft switching can be achieved at both steps up and step down operating modes. Small signal analysis based on state space averaging and transfer functions have been presented in detail for the proposed converter. Finally, the feasibility of the desired converter is confirmed to mat lab simulation and investigational results. 展开更多
关键词 BATTERIES Bidirectional Power Flow Mathematical analysis Zero Current Switching Zero Voltage Switching
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Mass transport analysis of a showerhead MOCVD reactor 被引量:1
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作者 李晖 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2011年第3期37-41,共5页
The mass transport process in a showerhead MOCVD reactor is mathematically analyzed.The mathematical analysis shows that the vertical component velocity of a point over the substrate is only dependent on vertical dist... The mass transport process in a showerhead MOCVD reactor is mathematically analyzed.The mathematical analysis shows that the vertical component velocity of a point over the substrate is only dependent on vertical distance and is independent of radial distance.The boundary layer thickness in stagnation flow is independent of the radial position too.Due to the above features,the flow field suitable for film growth can be obtained.The ceiling height of the reactor has important effects on residence time and the mass transport process.The showerhead MOCVD reactor has a short residence time and diffusion plays an important role in axial transport,while both diffusion and convection are important in radial transport. 展开更多
关键词 showerhead MOCVD reactor mass transport mathematical analysis
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QUALITATIVE ANALYSIS FOR A MATHEMATICAL MODEL OF AIDS
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作者 井竹君 刘正荣 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 1993年第4期302-316,共15页
In this paper a mathematical model of AIDS is investigated.The conditions of the existence of equilibria and local stability of equilibria are given.The existences of transcritical bifurcation and Hopf bifurcation are... In this paper a mathematical model of AIDS is investigated.The conditions of the existence of equilibria and local stability of equilibria are given.The existences of transcritical bifurcation and Hopf bifurcation are also considered.in particular,the conditions for the existence of Hopf bifurcation can be given in terms of the coefficients of the characteristic equation.The method extends the application of the Hopf bifurcation theorem to higher differential equations which occur in biological models,chemical models,and epidemiological models etc. 展开更多
关键词 QUALITATIVE analysis FOR A MATHEMATICAL MODEL OF AIDS REAL HOPF
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Object-Oriented Analysis of ELIMINO
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作者 林东岱 刘卓军 《Journal of Computer Science & Technology》 SCIE EI CSCD 1999年第5期487-494,共8页
ELIMINO is a mathematical research system developed for theimplementation of Wu's method, a powerful method for polynomial equation systemsolving and geometric theorem proving. The aim of ELIMINO is to provide use... ELIMINO is a mathematical research system developed for theimplementation of Wu's method, a powerful method for polynomial equation systemsolving and geometric theorem proving. The aim of ELIMINO is to provide usera programmable interpreting environment to use Wu's method in scientific researchand engineering computation. In this paper, the development of ELIMINo systemis outlined and the techniques adopted are discussed, then some details about theobject-oriented analysis of ELIMINO are presented. 展开更多
关键词 ELIMINO Wu's method characteristic method mathematical research system object-oriefited analysis
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Performance Evaluation and Social Optimization of an Energy-Saving Virtual Machine Allocation Scheme Within a Cloud Environment
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作者 Xiushuang Wang Jing Zhu +2 位作者 Shunfu Jin Wuyi Yue Yutaka Takahashi 《Journal of the Operations Research Society of China》 EI CSCD 2020年第4期561-580,共20页
Achieving greener cloud computing is non-negligible for the open-source cloud platform.In this paper,we propose a novel virtual machine allocation scheme with a sleep-delay and establish a corresponding mathematical m... Achieving greener cloud computing is non-negligible for the open-source cloud platform.In this paper,we propose a novel virtual machine allocation scheme with a sleep-delay and establish a corresponding mathematical model.Taking into account the number of tasks and the state of the physical machine,we construct a two-dimensional Markov chain and derive the average latency of tasks and the energy-saving degree of the system in the steady state.Moreover,we provide numerical experiments to show the effectiveness of the proposed scheme.Furthermore,we study the Nash equilibrium behavior and the socially optimal behavior of tasks and carry out an improved adaptive genetic algorithm to obtain the socially optimal arrival rate of tasks.Finally,we present a pricing policy for tasks to maximize the social profit when managing the network resource within the cloud environment. 展开更多
关键词 Cloud computing Resource allocation scheme Mathematical analysis Markov chain Socially optimization Genetic algorithm
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An Empirical Constitutive Correlation for Regular Jugged Discontinuity of Rock Surfaces
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作者 Bin Yang Sihao Mo +1 位作者 Ping Wu Chaoqing He 《Advances in Applied Mathematics and Mechanics》 SCIE 2013年第2期258-268,共11页
This paper presents a physical investigation and mathematical analysis on mechanical behavior of the regular jugged discontinuity.In particular,we focus on the creep property of structural plane with various slope ang... This paper presents a physical investigation and mathematical analysis on mechanical behavior of the regular jugged discontinuity.In particular,we focus on the creep property of structural plane with various slope angles under different normal stress through shear creep tests of structural plane under shear stresses.According to the test results,the shear creep property of structural plane was described and the creep velocity and long-term strength of the structural plane during shear creep were also investigated.An empirical formula is finally established to evaluate shear strength of discontinuity and a modified Burger model was proposed to represent the shear deformation property during creep. 展开更多
关键词 Empirical constitutive correlation DISCONTINUITY mathematical analysis
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