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Suppression of thermal postbuckling and nonlinear panel flutter motions of variable stiffness composite laminates using piezoelectric actuators 被引量:1
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作者 TAO Ji-xiao YI Sheng-hui +1 位作者 DENG Ya-jie HE Xiao-qiao 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第12期3757-3777,共21页
Variable stiffness composite laminates(VSCLs)are promising in aerospace engineering due to their designable material properties through changing fiber angles and stacking sequences.Aiming to control the thermal postbu... Variable stiffness composite laminates(VSCLs)are promising in aerospace engineering due to their designable material properties through changing fiber angles and stacking sequences.Aiming to control the thermal postbuckling and nonlinear panel flutter motions of VSCLs,a full-order numerical model is developed based on the linear quadratic regulator(LQR)algorithm in control theory,the classical laminate plate theory(CLPT)considering von Kármán geometrical nonlinearity,and the first-order Piston theory.The critical buckling temperature and the critical aerodynamic pressure of VSCLs are parametrically investigated.The location and shape of piezoelectric actuators for optimal control of the dynamic responses of VSCLs are determined through comparing the norms of feedback control gain(NFCG).Numerical simulations show that the temperature field has a great effect on aeroelastic tailoring of VSCLs;the curvilinear fiber path of VSCLs can significantly affect the optimal location and shape of piezoelectric actuator for flutter suppression;the unstable panel flutter and the thermal postbuckling deflection can be suppressed effectively through optimal design of piezoelectric patches. 展开更多
关键词 active control finite element method linear quadratic regulator algorithm nonlinear flutter thermal postbuckling variable stiffness composite laminates
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A linear complementarity model for multibody systems with frictional unilateral and bilateral constraints 被引量:1
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作者 Hai-Ping Gao Qi Wang Shi-Min Wang Li Fu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2011年第4期587-592,共6页
The Lagrange-I equations and measure differential equations for multibody systems with unilateral and bilateral constraints are constructed. For bilateral constraints, frictional forces and their impulses contain the ... The Lagrange-I equations and measure differential equations for multibody systems with unilateral and bilateral constraints are constructed. For bilateral constraints, frictional forces and their impulses contain the products of the filled-in relay function induced by Coulomb friction and the absolute values of normal constraint reactions. With the time-stepping impulse-velocity scheme, the measure differential equations are discretized. The equations of horizontal linear complementarity problems (HLCPs), which are used to compute the impulses, are constructed by decomposing the absolute function and the filled-in relay function. These HLCP equations degenerate into equations of LCPs for frictional unilateral constraints, or HLCPs for frictional bilateral constraints. Finally, a numerical simulation for multibody systems with both unilateral and bilateral constraints is presented. 展开更多
关键词 Coulomb friction Bilateral constraint Unilat-eral constraint - Horizontal linear complementarity problem(HLCP) Time-stepping impulse-velocity algorithm
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PARTIAL ELIMINTATION ALGORITHM FOR A LINEAR RECURRENCE SYSTEM R(n, m) OF ORDER m
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作者 郑慧娆 黄传河 樊戊 《Acta Mathematica Scientia》 SCIE CSCD 1993年第3期241-250,共10页
This paper presents an algorithm for computing a linear recurrence system R(n, m) of order m for n equations on MIMD parallel system. This algorithm is not only easy to be programmed on a parallel computer system, but... This paper presents an algorithm for computing a linear recurrence system R(n, m) of order m for n equations on MIMD parallel system. This algorithm is not only easy to be programmed on a parallel computer system, but also reduces the data-waiting time due to compute-ahead strategy. The paper analyses how to achieve maximal load balancing when the algorithm is implemented on MIMD parallel system. By the end of the paper, an analysis on the speedup and parallel efficiency are given. The results indicate that the new parallel elimination algorithm has great improvement compared with the old ones. 展开更多
关键词 MIMD OF ORDER m PARTIAL ELIMINTATION ALGORITHM FOR A linear RECURRENCE SYSTEM R
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A CONDENSED METHOD FOR LINEAR COMPLEMENTARY EQUATIONS OF ELASTO-PLASTIC PROBLEMS
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作者 殷福新 孙焕纯 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1995年第10期925-936,共12页
This paper presents a condensed method for linear complementary equations of elasto-plastic problems derived from the variational inequations The present method cuts down computing time enormously and greatly promote... This paper presents a condensed method for linear complementary equations of elasto-plastic problems derived from the variational inequations The present method cuts down computing time enormously and greatly promotes the efficiency of the elasto-plastic analvsis for large scale structures 展开更多
关键词 variational inequations. elasto-plasticity. linear complementaryequations.Lemke algorithm
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Solving frictional contact problems by two aggregate-function-based algorithms
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作者 Suyan He Hongwu Zhang Xingsi Li 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2005年第5期467-471,共5页
Three dimensional frictional contact problems are formulated as linear complementarity problems based on the parametric variational principle. Two aggregate-functionbased algorithms for solving complementarity problem... Three dimensional frictional contact problems are formulated as linear complementarity problems based on the parametric variational principle. Two aggregate-functionbased algorithms for solving complementarity problems are proposed. One is called the self-adjusting interior point algorithm, the other is called the aggregate function smoothing algorithm. Numerical experiment shows the efficiency of the proposed two algorithms. 展开更多
关键词 Frictional contact problem. linear complementarity problem .Aggregate function ~ Interior pointalgorithm ~ Smoothing algorithm
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Novel Block Chain Technique for Data Privacy and Access Anonymity in Smart Healthcare
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作者 J.Priya C.Palanisamy 《Intelligent Automation & Soft Computing》 SCIE 2023年第1期243-259,共17页
The Internet of Things (IoT) and Cloud computing are gaining popularity due to their numerous advantages, including the efficient utilization of internetand computing resources. In recent years, many more IoT applicat... The Internet of Things (IoT) and Cloud computing are gaining popularity due to their numerous advantages, including the efficient utilization of internetand computing resources. In recent years, many more IoT applications have beenextensively used. For instance, Healthcare applications execute computations utilizing the user’s private data stored on cloud servers. However, the main obstaclesfaced by the extensive acceptance and usage of these emerging technologies aresecurity and privacy. Moreover, many healthcare data management system applications have emerged, offering solutions for distinct circumstances. But still, theexisting system has issues with specific security issues, privacy-preserving rate,information loss, etc. Hence, the overall system performance is reduced significantly. A unique blockchain-based technique is proposed to improve anonymityin terms of data access and data privacy to overcome the above-mentioned issues.Initially, the registration phase is done for the device and the user. After that, theGeo-Location and IP Address values collected during registration are convertedinto Hash values using Adler 32 hashing algorithm, and the private and publickeys are generated using the key generation centre. Then the authentication is performed through login. The user then submits a request to the blockchain server,which redirects the request to the associated IoT device in order to obtain thesensed IoT data. The detected data is anonymized in the device and stored inthe cloud server using the Linear Scaling based Rider Optimization algorithmwith integrated KL Anonymity (LSR-KLA) approach. After that, the Time-stamp-based Public and Private Key Schnorr Signature (TSPP-SS) mechanismis used to permit the authorized user to access the data, and the blockchain servertracks the entire transaction. The experimental findings showed that the proposedLSR-KLA and TSPP-SS technique provides better performance in terms of higherprivacy-preserving rate, lower information loss, execution time, and Central Processing Unit (CPU) usage than the existing techniques. Thus, the proposed method allows for better data privacy in the smart healthcare network. 展开更多
关键词 Adler 32 hashing algorithm linear scaling based rider optimization algorithm with integrated KL anonymity(LSR-KLA) timestamp-based public and private key schnorr signature(TSPP-SS) blockchain internet of things(IoT) healthcare
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Examination of Pine Wilt Epidemic Model through Efficient Algorithm 被引量:1
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作者 Ali Raza Emad E.Mahmoud +4 位作者 A.M.Al-Bugami Dumitru Baleanu Muhammad Rafiq Muhammad Mohsin Muneerah Al Nuwairan 《Computers, Materials & Continua》 SCIE EI 2022年第6期5293-5310,共18页
Pine wilt is a dramatic disease that kills infected trees within a few weeks to a few months.The cause is the pathogen Pinewood Nematode.Most plant-parasitic nematodes are attached to plant roots,but pinewood nematode... Pine wilt is a dramatic disease that kills infected trees within a few weeks to a few months.The cause is the pathogen Pinewood Nematode.Most plant-parasitic nematodes are attached to plant roots,but pinewood nematodes are found in the tops of trees.Nematodes kill the tree by feeding the cells around the resin ducts.The modeling of a pine wilt disease is based on six compartments,including three for plants(susceptible trees,exposed trees,and infected trees)and the other for the beetles(susceptible beetles,exposed beetles,and infected beetles).The deterministic modeling,along with subpopulations,is based on Law of mass action.The stability of the model along with equilibria is studied rigorously.The authentication of analytical results is examined through well-known computer methods like Non-standard finite difference(NSFD)and the model’s feasible properties(positivity,boundedness,and dynamical consistency).In the end,comparison analysis shows the effectiveness of the NSFD algorithm. 展开更多
关键词 Pine wilt disease MODELING NSFD algorithm linearization of NSFD algorithm RESULTS
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Application of scaled boundary finite element method in static and dynamic fracture problems 被引量:2
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作者 Zhenjun Yang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2006年第3期243-256,共14页
The scaled boundary finite element method (SBFEM) is a recently developed numerical method combining advantages of both finite element methods (FEM) and boundary element methods (BEM) and with its own special fe... The scaled boundary finite element method (SBFEM) is a recently developed numerical method combining advantages of both finite element methods (FEM) and boundary element methods (BEM) and with its own special features as well. One of the most prominent advantages is its capability of calculating stress intensity factors (SIFs) directly from the stress solutions whose singularities at crack tips are analytically represented. This advantage is taken in this study to model static and dynamic fracture problems. For static problems, a remeshing algorithm as simple as used in the BEM is developed while retaining the generality and flexibility of the FEM. Fully-automatic modelling of the mixed-mode crack propagation is then realised by combining the remeshing algorithm with a propagation criterion. For dynamic fracture problems, a newly developed series-increasing solution to the SBFEM governing equations in the frequency domain is applied to calculate dynamic SIFs. Three plane problems are modelled. The numerical results show that the SBFEM can accurately predict static and dynamic SIFs, cracking paths and load-displacement curves, using only a fraction of degrees of freedom generally needed by the traditional finite element methods. 展开更多
关键词 Scaled boundary finite element method Dynamic stress intensity factors Mixed-mode crack propagation Remeshing algorithm linear elastic fracture mechanics
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Supply-based optimal scheduling of oil product pipelines 被引量:13
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作者 Hao-Ran Zhang Yong-Tu Liang +2 位作者 Qiao Xiao Meng-Yu Wu Qi Shao 《Petroleum Science》 SCIE CAS CSCD 2016年第2期355-367,共13页
Oil product pipelines have features such as transporting multiple materials, ever-changing operating conditions, and synchronism between the oil input plan and the oil offloading plan. In this paper, an optimal model ... Oil product pipelines have features such as transporting multiple materials, ever-changing operating conditions, and synchronism between the oil input plan and the oil offloading plan. In this paper, an optimal model was established for a single-source multi-distribution oil pro- duct pipeline, and scheduling plans were made based on supply. In the model, time node constraints, oil offloading plan constraints, and migration of batch constraints were taken into consideration. The minimum deviation between the demanded oil volumes and the actual offloading volumes was chosen as the objective function, and a linear programming model was established on the basis of known time nodes' sequence. The ant colony optimization algo- rithm and simplex method were used to solve the model. The model was applied to a real pipeline and it performed well. 展开更多
关键词 Oil products pipeline Schedulingoptimization linear programming (LP) modelAnt colony optimization algorithm (ACO) Simplex method (SM)
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Three-dimensional pharmacophore screening for fentanyl derivatives 被引量:1
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作者 Ming Liu Zhiguo Sun Wenxiang HU 《Neural Regeneration Research》 SCIE CAS CSCD 2012年第18期1398-1405,共8页
Fentanyl is a highly selective u-opioid receptor agonist with high analgesic activity. Three-dimensional pharmacophore models were built from a set of 50 fentanyl derivatives. These were employed to elucidate ligand-r... Fentanyl is a highly selective u-opioid receptor agonist with high analgesic activity. Three-dimensional pharmacophore models were built from a set of 50 fentanyl derivatives. These were employed to elucidate ligand-receptor interactions using information derived only from the ligand structure to identify new potential lead compounds. The present studies demonstrated that three hydrophobic regions, one positive ionizable region and two hydrogen bond acceptor region sites located on the molecule seem to be essential for analgesic activity. The results of the comparative molecular field analysis model suggested that both steric and electrostatic interactions play important roles. The contributions from steric and electrostatic fields for the model were 0.621 and 0.379, respectively. The pharmacophore model provides crucial information about how well the common features of a subject molecule overlap with the hypothesis model, which is very valuable for designing and optimizing new active structures. 展开更多
关键词 FENTANYL genetic algorithm with linear assignment of hypermolecular alignment of datasets PHARMACOPHORE ANALGESIC comparative molecular field analysis
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PRECESION: progressive recovery and restoration planning of interdependent services in enterprise data centers 被引量:2
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作者 Ibrahim El-Shekeil Amitangshu Pal Krishna Kant 《Digital Communications and Networks》 SCIE 2018年第1期39-47,共9页
The primary focus of this paper is to design a progressive restoration plan for an enterprise data center environment following a partial or full disruption. Repairing and restoring disrupted components in an enterpri... The primary focus of this paper is to design a progressive restoration plan for an enterprise data center environment following a partial or full disruption. Repairing and restoring disrupted components in an enterprise data center requires a significant amount of time and human effort. Following a major disruption, the recovery process involves multiple stages, and during each stage, the partially recovered infrastructures can provide limited services to users at some degraded service level. However, how fast and efficiently an enterprise infrastructure can be recovered de- pends on how the recovery mechanism restores the disrupted components, considering the inter-dependencies between services, along with the limitations of expert human operators. The entire problem turns out to be NP- hard and rather complex, and we devise an efficient meta-heuristic to solve the problem. By considering some real-world examples, we show that the proposed meta-heuristic provides very accurate results, and still runs 600-2800 times faster than the optimal solution obtained from a general purpose mathematical solver [1]. 展开更多
关键词 Progressive restoration planning Enterprise data center Genetic algorithm Integer linear program Multi-layer networks
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H-infinity output feedback control for descriptor systems with delayed states
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作者 Jun' e FENG Peng CUI Zhaolin CHENG 《控制理论与应用(英文版)》 EI 2005年第4期341-347,共7页
This paper considers the H-infinity dynamic output feedback control for descriptor systems with delay in states. The controller is a descriptor system without delay. Several equivalent sufficient conditions for the ex... This paper considers the H-infinity dynamic output feedback control for descriptor systems with delay in states. The controller is a descriptor system without delay. Several equivalent sufficient conditions for the existence of one descriptor dynamic controller without impulsive models are given. Furthermore the explicit expression of the desired controller is obtained. The detailed design of the controller is presented using the cone complementarity linearization iterative algorithm and the LMI method. A ntumerical example is shown to illustrate the designed method. 展开更多
关键词 Descriptor systems Time-delay system H-infinity output feedback control LMI Cone complementarity linearization iterafive algorithm
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Vertex partitions of r-edge-colored graphs
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作者 JIN Ze-min LI Xue-liang 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2008年第1期120-126,共7页
Let G be an edge-colored graph. The monochromatic tree partition problem is to find the minimum number of vertex disjoint monochromatic trees to cover the all vertices of G. In the authors' previous work, it has been... Let G be an edge-colored graph. The monochromatic tree partition problem is to find the minimum number of vertex disjoint monochromatic trees to cover the all vertices of G. In the authors' previous work, it has been proved that the problem is NP-complete and there does not exist any constant factor approximation algorithm for it unless P= NP. In this paper the authors show that for any fixed integer r ≥ 5, if the edges of a graph G are colored by r colors, called an r-edge-colored graph, the problem remains NP-complete. Similar result holds for the monochromatic path (cycle) partition problem. Therefore, to find some classes of interesting graphs for which the problem can be solved in polynomial time seems interesting. A linear time algorithm for the monochromatic path partition problem for edge-colored trees is given. 展开更多
关键词 monochromatic tree (path cycle) NP-COMPLETE linear time algorithm.
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Retrieval of Sea Surface Wind Speed by One-Dimensional Synthetic Aperture Microwave Radiometer
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作者 AI Wei-hua FENG Meng-yan +2 位作者 LU Wen MA Shuo CHEN Guan-yu 《Journal of Tropical Meteorology》 SCIE 2021年第1期62-69,共8页
One-dimensional synthetic aperture microwave radiometers have higher spatial resolution and record measurements at multiple incidence angles.In this paper,we propose a multiple linear regression method to retrieve sea... One-dimensional synthetic aperture microwave radiometers have higher spatial resolution and record measurements at multiple incidence angles.In this paper,we propose a multiple linear regression method to retrieve sea surface wind speed at an incidence angle between 0°65°.We assume that a one-dimensional synthetic aperture microwave radiometer operates at frequencies of 6.9,10.65,18.7,23.8 and 36.5 GHz.Then,the microwave radiative transfer forward model is used to simulate the measured brightness temperatures.The sensitivity of the brightness temperatures at 0°65°to the sea surface wind speed is calculated.Then,vertical polarization channels(VR),horizontal polarization channels(HR)and all channels(AR)are used to retrieve the sea surface wind speed via a multiple linear regression algorithm at 0°65°,and the relationship between the retrieval error and incidence angle is obtained.The results are as follows:(1)The sensitivity of the vertical polarization brightness temperature to the sea surface wind speed is smaller than that of the horizontal polarization.(2)The retrieval error increases with Gaussian noise.The retrieval error of VR first increases and then decreases with increasing incidence angle,the retrieval error of HR gradually decreases with increasing incidence angle,and the retrieval error of AR first decreases and then increases with increasing incidence angle.(3)The retrieval error of AR is the lowest and it is necessary to retrieve the sea surface wind speed at a larger incidence angle for AR. 展开更多
关键词 sea surface wind speed high spatial resolution synthetic aperture microwave radiometer multiple incidence angles multiple linear regression algorithm
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Optimization of Urban Rail Transportation in Emerging Countries Using Operational Research Techniques
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作者 M. C. Agarana T. A. Anake H. I. Okagbue 《Applied Mathematics》 2016年第10期1116-1123,共8页
Rail systems are gradually becoming the most desirable form of transit infrastructure around the world, partly because they are becoming more environmentally friendly compared with airplanes and automobiles. This pape... Rail systems are gradually becoming the most desirable form of transit infrastructure around the world, partly because they are becoming more environmentally friendly compared with airplanes and automobiles. This paper examines the place of emerging countries in this move of implementing modern rail system that will eventually enhance the realization of a low-carbon society. Network model, transportation model and linear programming algorithms are used to model the present urban rail transport system in Nigeria, as an emerging country, in order to optimize it. Operational research methods, including simplex method and MODI, with the aids of computer software (excel solver and LIP solver) were adopted to solve the resulting models. The results showed that optimization of rail transport system will not only reduce carbon emission but also bring about economic development which is required for the eradication of prevalent poverty in these emerging countries. 展开更多
关键词 Rail System Emerging Countries Operational Research Network Model Transportation Model linear Programming Algorithm
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Tissue blood flow measurement by diffuse correlation spectroscopy based on Huber regression
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作者 LIU Jiaxin GUI Zhiguo +1 位作者 ZHANG Quan SHANG Yu 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2021年第2期127-132,共6页
By applying the Huber regression algorithm to a relatively new technology of diffuse correlation spectroscopy(DCS),the blood flow index(BFI)from light electric field temporal autocorrelation data is extracted accurate... By applying the Huber regression algorithm to a relatively new technology of diffuse correlation spectroscopy(DCS),the blood flow index(BFI)from light electric field temporal autocorrelation data is extracted accurately via the Nth-order linear(NL)algorithm.The NL algorithm can extract BFI from tissues with irregular geometric shapes,and its accuracy depends on iterative linear regression.The combination of Huber regression with the NL algorithm is proposed in this paper for the first time.The Huber regression is compared with traditional ordinary least square(OLS)regression through computer simulations for evaluation.The results show that the Huber regression is more accurate in extracting BFI than OLS.Compared to the OLS with an error rate of 4.58%,Huber achieves a much smaller error rate(3.54%),indicating its potential in future clinical applications. 展开更多
关键词 diffuse correlation spectroscopy(DCS) blood flow Huber regression Nth-order linear(NL)algorithm
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On modal energy in civil structural control
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作者 Miao PANG Tie-jiong LOU Ming ZHAO 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第7期878-887,共10页
A new control strategy based on modal energy criterion is proposed to demonstrate the effectiveness of the control system in reducing structural earthquake responses. The modal control algorithm combining LQR(linear q... A new control strategy based on modal energy criterion is proposed to demonstrate the effectiveness of the control system in reducing structural earthquake responses. The modal control algorithm combining LQR(linear quadratic regulator) control algorithm is adopted in the discrete time-history analysis. The various modal energy forms are derived by definition of the generalized absolute displacement vector. A preliminary numerical study of the effectiveness of this control strategy is carried out on a 20-storey framed steel structural model. The controlled performance of the model is studied from the perspectives of both response and modal energy. Results show that the modal energy-based control strategy is very effective in reducing structural responses as well as in consuming a large amount of modal energy,while augmentation of additional generalized control force corresponding to the modes that contain little modal energy is unnecessary,as it does little help to improve the controlled structural performance. 展开更多
关键词 Modal energy Aseismic control LQR linear quadratic regulator) control algorithm Modal space Generalized single-degree-of-freedom (SDOF) system
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NEW ALGORITHMS FOR LINEAR PROGRAMMING
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作者 吴士泉 吴方 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 1992年第1期18-26,共9页
The problem of solving a linear programming is converted into that of solving an uncon-strained maximization problem in which the objective function is concave. Two algorithms areproposed. These two algorithms have ve... The problem of solving a linear programming is converted into that of solving an uncon-strained maximization problem in which the objective function is concave. Two algorithms areproposed. These two algorithms have very simple structure and can be implemented easily. Forany given precision, the algorithms will terminate in a finite number of steps. 展开更多
关键词 NEW algorithms FOR linear PROGRAMMING
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Symbol detection based on Voronoi surfaces with emphasis on superposition modulation
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作者 Martin Damrath Peter Adam Hoeher Gilbert J.M. Forkel 《Digital Communications and Networks》 SCIE 2017年第3期141-149,共9页
A challenging task when applying high-order digital modulation schemes is the complexity of the detector. Particularly, the complexity of the optimal a posteriori probability (APP) detector increases exponentially w... A challenging task when applying high-order digital modulation schemes is the complexity of the detector. Particularly, the complexity of the optimal a posteriori probability (APP) detector increases exponentially with respect to the number of bits per data symbol. This statement is also true for the Max-Log-APP detector, which is a common simplification of the APP detector. Thus it is important to design new detection algorithms which combine a sufficient performance with low complexity. In this contribution, a detection algorithm for two- dimensional digital modulation schemes which cannot be split-up into real and imaginary parts (like phase shift keying and phase-shifted snperposition modulation (PSM)) is proposed with emphasis on PSM with equal power allocation. This algorithm exploits the relationship between Max-Log-APP detection and a Voronoi diagram to determine planar surfaces of the soft outputs over the entire range of detector input values. As opposed to state-of-the-art detectors based on Voronoi surfaces, a priori information is taken into account, enabling iterative processing. Since the algorithm achieves Max-Log-APP performance, even in the presence of a priori information, this implies a great potential for complexity reduction compared to the classical APP detection. 展开更多
关键词 Digital modulation Demodulation Detection algorithms linear approximation
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Analysis of Quality of Life in Cancer Patients by Structural Equation Model
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作者 Hengqing Tong Shudan Lu +1 位作者 Yang Ye Yichao Pan 《Journal of Cancer Therapy》 2010年第2期71-75,共5页
Many people have been dead of cancer. The life quality of patients with cancer has aroused great concern from the public and specialists. In this paper, an index system of life quality is proposed to evaluate the qual... Many people have been dead of cancer. The life quality of patients with cancer has aroused great concern from the public and specialists. In this paper, an index system of life quality is proposed to evaluate the quality of life, which includes 6 first-level indexes and 34 second-level indexes. Then, a structural equation model (SEM) based on these in-dexes and relationships among them is constructed for the analysis of quality of life in cancer patients. Furthermore, we offer a definite linear algorithm for the calculation of SEM. This method is more objective and scientific compared with traditional methods, such as descriptive analysis, some simple test methods and so on. 展开更多
关键词 Quality of Life Structural Equation Model Unit Vector Constraint Definite linear Algorithm
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