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参数化设计建立水闸模型库 被引量:1
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作者 付强 肖建民 李晓秋 《黑龙江水利科技》 1998年第4期57-58,共2页
利用水闸诸多的共性和差异性特点,应用AUTOLISP语言通过参数化设计,建立起水闸的模型库,从而摸索出水利工程与计算机技术相结合的一条新途径.
关键词 多数化 模型库 水闸 AUTOLISP
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参数化绘图在企业生产中的应用
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作者 王潍 申颖 《成组技术与生产现代化》 1999年第4期46-47,共2页
介绍了参数化绘图在企业生产中应用的必要性以及在AUTOCAD中使用AUTOLISP实现参数化绘图的方法,并详细介绍了如何实现AUTOCAD菜单定制。
关键词 多数化绘图 AUTOLISP AUTOCAD
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二维工程图形中相切关系分析及计算机编码方法
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作者 梅树立 江景涛 +1 位作者 陈忠良 张强 《中国农业大学学报》 CAS CSCD 北大核心 2000年第2期87-91,共5页
相切约束从位置关系上来说是一种较复杂的约束 ,多数相切约束存在多解情况 ,从多解中确定出和原来图形相符的解是图形参数化系统能否正确进行尺寸驱动的关键。为此 ,在深入研究二维工程图形中常见相切位置关系的基础上 ,结合矢量叉积的... 相切约束从位置关系上来说是一种较复杂的约束 ,多数相切约束存在多解情况 ,从多解中确定出和原来图形相符的解是图形参数化系统能否正确进行尺寸驱动的关键。为此 ,在深入研究二维工程图形中常见相切位置关系的基础上 ,结合矢量叉积的概念 。 展开更多
关键词 相切约束 矢量叉乘 工程图形 多数化设计
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Characteristics of Phytoplankton and Its Correlation with Water Environment in SFTWs 被引量:1
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作者 张丹 吴小慧 +4 位作者 黄民生 何岩 张勇 童敏 潘震 《Agricultural Science & Technology》 CAS 2011年第3期439-442,共4页
[Objective] The aim was to carry out study on characteristics of phytoplankton and its correlation with water environment in SFTWs. [Method] Based on the pilot-scale SFTWs in Hongqiao transportation hub of Shanghai,ph... [Objective] The aim was to carry out study on characteristics of phytoplankton and its correlation with water environment in SFTWs. [Method] Based on the pilot-scale SFTWs in Hongqiao transportation hub of Shanghai,phytoplankton's community structure,diversity index and their correlation with water purification performance were investigated. [Result] 57 species of seven phylum of phytoplankton were detected in this tested river,including 12 species of Cyanophyta,2 of Cryptophyta,10 of Bacillariophyta,1 of Xanthophyta,7 of Euglenophyta,1 of Pyrrophyta and 24 of Chlorophyta,respectively. Additionally,it was found that Cyanophyta was the dominant phytoplankton,followed by Bacillariophyta and Cyanophyta. Biological density was far more than 10×105 ind./L,thus it could be considered that the river was eutrophic. The range of Shannon-Wiener index was 0.6-2.2,Pielou index was 0.5-2.5 and Margalef index's range was 0.35-0.85,which could further prove that the water was eutrophic. The biological density and species were significantly positively correlated with temperature and N content,indicating that the absorption of N by phytoplankton was the main N-removal pathway in SFTWs. [Conclusion] This study had provided basis for the river regulation and ecological restoration. 展开更多
关键词 SFTWs PHYTOPLANKTON Community structure Diversity index Physicochemical indexes
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盛夏大范围雷暴预报的一种方法
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作者 张穗民 王沛霖 《中山大学学报论丛》 1993年第1期141-145,共5页
本文提出一种利用挟卷载水稳定度指数(W_(EL)指数)作盛夏午后大范围雷暴落区预报的方法,这种方法较之文献〔2〕方法在两方面作了重要改进。其一是用大尺度涡、散度和R_i数对W_(EL)指数中的云底升速作了参数比处理,其二是将稳定度指数推... 本文提出一种利用挟卷载水稳定度指数(W_(EL)指数)作盛夏午后大范围雷暴落区预报的方法,这种方法较之文献〔2〕方法在两方面作了重要改进。其一是用大尺度涡、散度和R_i数对W_(EL)指数中的云底升速作了参数比处理,其二是将稳定度指数推广应用于作大范围雷暴落区预报。使用32个个例对本文的方法作了预报试验,结果令人满意。 展开更多
关键词 雷暴 多数化 预报
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An improved predictive deconvolution based on maximization of non-Gaussianity 被引量:2
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作者 刘军 陆文 《Applied Geophysics》 SCIE CSCD 2008年第3期189-196,共8页
The predictive deconvolution algorithm (PD), which is based on second-order statistics, assumes that the primaries and the multiples are implicitly orthogonal. However, the seismic data usually do not satisfy this a... The predictive deconvolution algorithm (PD), which is based on second-order statistics, assumes that the primaries and the multiples are implicitly orthogonal. However, the seismic data usually do not satisfy this assumption in practice. Since the seismic data (primaries and multiples) have a non-Gaussian distribution, in this paper we present an improved predictive deconvolution algorithm (IPD) by maximizing the non-Gaussianity of the recovered primaries. Applications of the IPD method on synthetic and real seismic datasets show that the proposed method obtains promising results. 展开更多
关键词 Multiple attenuation NON-GAUSSIANITY predictive deconvolution
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Study on the Biological Diversity of Nematode-trapping Fungi in Erhai Lake 被引量:4
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作者 杨晓燕 刘立盘 +3 位作者 苏锡钧 叶远邦 黄爱英 苏鸿雁 《Agricultural Science & Technology》 CAS 2011年第8期1100-1102,共3页
[Objective]The research aimed to investigate the biological diversity of nematode-trapping fungi in the sediment of Erhai Lake.[Method]616 pieces of sediments were collected from Erhai Lake.The traditional classificat... [Objective]The research aimed to investigate the biological diversity of nematode-trapping fungi in the sediment of Erhai Lake.[Method]616 pieces of sediments were collected from Erhai Lake.The traditional classification and identification methods were used to isolate,purify and identify.[Result]3 genera and 22 species of nematode-trapping fungi were isolated.Arthrobotrys oligospora,A.musiformis and Dactylella leptospora were the dominant species,and their detection rates were 28.05%,16.04% and 8.92% respectively.By analyzing the diversity of nematode-trapping fungi in four seasons,it was found that the biological diversity was richer in summer,spring and autumn,and the diversity indexes were 2.59,2.47 and 2.34 respectively.The diversity index in winter was 1.48 and was lower.Species forming the adhesive nets were predominant;positive rate was 41.00%.[Conclusion]The rich nematode-trapping fungi resource existed in Erhai Lake,and its biological diversity had the seasonal variation characteristic.The nematode-trapping fungi which formed the viscous net were the dominant species in Erhai Lake. 展开更多
关键词 Erhai Lake Nematode-trapping fungi Biological diversity
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西瓜发生药害怎么办?
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作者 王玉堂 《山东农机化》 1997年第4期28-28,共1页
西瓜生长发育旺盛,植株含水量高,对多种化学药剂都很敏感,一旦施药浓度过大或药剂选用不当,很容易发生药害。西瓜发生药害后的补救措施是: 1.清水冲洗 多数化学药剂都不耐水冲刷,如果因施药浓度过大造成药害,可立即(最好在施药后6小时以... 西瓜生长发育旺盛,植株含水量高,对多种化学药剂都很敏感,一旦施药浓度过大或药剂选用不当,很容易发生药害。西瓜发生药害后的补救措施是: 1.清水冲洗 多数化学药剂都不耐水冲刷,如果因施药浓度过大造成药害,可立即(最好在施药后6小时以内)用喷雾器装满清水对着茎叶反复喷洗,以冲去残留在植株表面的药剂,减轻药害;冲洗时,喷雾器的气压要足,喷洒的水量要大。 展开更多
关键词 西瓜生长 施药 学药剂 植株含水量 喷雾器 多数化 清水冲洗 补救措施 成药 气压
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Pseudo-static analysis of cantilever retaining walls using upper bound limit analysis approach 被引量:8
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作者 Asadollah RANJBAR KARKANAKI Navid GANJIAN Farajollah ASKARI 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第1期241-255,共15页
Given the extensive utilization of cantilever retaining walls in construction and development projects,their optimal design and analysis with proper attention to seismic loads is a typical engineering problem.This res... Given the extensive utilization of cantilever retaining walls in construction and development projects,their optimal design and analysis with proper attention to seismic loads is a typical engineering problem.This research presents a new algorithm for pseudo-static analysis of retaining walls employing upper bound method.The algorithm can be utilized to design and check the external and internal stability of the wall based on the proposed mechanism.One of the main features of this algorithm is its ability to determine the critical condition of failure wedges,the minimum safety factor and maximum force acting on the wall,as well as the minimum weight of the wall,simultaneously,by effectively using the multi-objective optimization.The results obtained by the proposed failure mechanisms show that,while using the upper bound limit analysis approach,the active force should be maximized concurrent with optimizing the direction of the plane passing through the back of the heel.The present study also applies the proposed algorithm to determine the critical direction of the earthquake acceleration coefficient.The critical direction of earthquake acceleration coefficient is defined as the direction that maximizes the active force exerted on the wall and minimizes the safety factor for wall stability.The results obtained in this study are in good agreement with those of similar studies carried out based on the limit equilibrium method and finite element analysis.The critical failure mechanisms were determined via optimization with genetic algorithm. 展开更多
关键词 retaining wall upper bound pseudo-static analysis safety factor multi-objective optimization
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Composite multiobjective optimization beamforming based on genetic algorithms 被引量:1
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作者 史兢 Meng Weixiao Zhang Naitong Wang Zheng 《High Technology Letters》 EI CAS 2006年第3期283-287,共5页
All the parameters of beamforming are usually optimized simultaneously in implementing the optimization of antenna array pattern with multiple objectives and parameters by genetic algorithms (GAs). Firstly, this pap... All the parameters of beamforming are usually optimized simultaneously in implementing the optimization of antenna array pattern with multiple objectives and parameters by genetic algorithms (GAs). Firstly, this paper analyzes the performance of fitness functions of previous algorithms. It shows that original algorithms make the fitness functions too complex leading to large amount of calculation, and also the selection of the weight of parameters very sensitive due to many parameters optimized simultaneously. This paper proposes a kind of algorithm of composite beamforming, which detaches the antenna array into two parts corresponding to optimization of different objective parameters respectively. New algorithm substitutes the previous complex fitness function with two simpler functions. Both theoretical analysis and simulation results show that this method simplifies the selection of weighting parameters and reduces the complexity of calculation. Furthermore, the algorithm has better performance in lowering side lobe and interferences in comparison with conventional algorithms of beamforming in the case of slightly widening the main lobe. 展开更多
关键词 genetic algorithms composite beamforming fitness function
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Relationship between IFN-γ gene polymorphism and susceptibility to intrauterine HBV infection 被引量:14
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作者 Hui Yu Qi-Rong Zhu Shao-Qing Gu Lin-E Fei 《World Journal of Gastroenterology》 SCIE CAS CSCD 2006年第18期2928-2931,共4页
AIM: To explore the susceptibility of children to intrauterine HBV infection by studying the relationship between IFN-γ gene polymorphism, including IFN-γ+874A/T single nucleotide polymorphism(SNP) and CA repeat... AIM: To explore the susceptibility of children to intrauterine HBV infection by studying the relationship between IFN-γ gene polymorphism, including IFN-γ+874A/T single nucleotide polymorphism(SNP) and CA repeat microsatellite polymorphism and intrauterine HBV infection. METHODS: A TaqMan fluorescence polymerase chain reaction in the IFN-γ+874A/T single nucleotide polymorphism was tested in the intrauterine HBV infection group(group Ⅰ) and the normal immune children group(group Ⅱ). Capillary electrophoresis was performed in the above two groups to assay the IFN-γ, CA repeat microsatellite polymorphism. RESULTS: Frequencies of AA, AT and TT genotypes were 67.4%, 19.6% and 13.0% in the intrauterine HBV infection group, and 45.2%, 30.1% and 24.7% in the normal immune children group, respectively. A significant difference was found in the frequency distribution of IFN-γ+874 genotype between the two groups (x^2 = 5.102, P = 0.02389). In the intrauterine HBV infection group the AA genotype was more common than in the normal immune group. Frequency of IFN-γ+874A allele was 77.17% in the intrauterine HBV infection group, and 60.27% in the normal immune children group. In the intrauterine HBV infection group the IFN-γ+874A allele was more common than in normal immune group. A significant difference was found in the frequency distribution between the two groups (x^2= 7.238, P= 0.02389, OR = 2.228, 95% CI = 1.244-3.992). (CA12)^+/(CA12)^+ of IFN-γ CA microsatellite polymorphism was 11.90% in the intrauterine HBV infection group and 26.47% in the normal immune children group. A significant difference was found in the frequency distribution between the two groups (x^2 = 5.64, P = 0.0176). Frequency of IFN-γ CA repeat was 25% in the intrauterine HBV infection group and 43.38% in the normal immune children group. The frequency of IFN-γ CA repeat was less in the intrauterine HBV infection group than in normal immune group. A significant difference was found in the frequency distribution between the two groups (x^2 = 7.548, P= 0.0060). CONCLUSION: There is a relationship between IFN-γ+874A/T SNP and intrauterine HBV infection as well as between IFN-γ CA microsatellite polymorphism and intrauterine HBV infection. IFN-γ gene polymorphism might be important in determining individual's susceptibility to intrauterine HBV infection. 展开更多
关键词 INTERFERON-Γ Gene polymorphism Hepatitis B virus INTRAUTERINE
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A composite particle swarm algorithm for global optimization of multimodal functions 被引量:7
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作者 谭冠政 鲍琨 Richard Maina Rimiru 《Journal of Central South University》 SCIE EI CAS 2014年第5期1871-1880,共10页
During the last decade, many variants of the original particle swarm optimization (PSO) algorithm have been proposed for global numerical optimization, hut they usually face many challenges such as low solution qual... During the last decade, many variants of the original particle swarm optimization (PSO) algorithm have been proposed for global numerical optimization, hut they usually face many challenges such as low solution quality and slow convergence speed on multimodal function optimization. A composite particle swarm optimization (CPSO) for solving these difficulties is presented, in which a novel learning strategy plus an assisted search mechanism framework is used. Instead of simple learning strategy of the original PSO, the proposed CPSO combines one particle's historical best information and the global best information into one learning exemplar to guide the particle movement. The proposed learning strategy can reserve the original search information and lead to faster convergence speed. The proposed assisted search mechanism is designed to look for the global optimum. Search direction of particles can be greatly changed by this mechanism so that the algorithm has a large chance to escape from local optima. In order to make the assisted search mechanism more efficient and the algorithm more reliable, the executive probability of the assisted search mechanism is adjusted by the feedback of the improvement degree of optimal value after each iteration. According to the result of numerical experiments on multimodal benchmark functions such as Schwefel, Rastrigin, Ackley and Griewank both with and without coordinate rotation, the proposed CPSO offers faster convergence speed, higher quality solution and stronger robustness than other variants of PSO. 展开更多
关键词 particle swarm algorithm global numerical optimization novel learning strategy assisted search mechanism feedbackprobability regulation
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Effect of multidisciplinary team treatment on outcomes of patients with gastrointestinal malignancy 被引量:31
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作者 Chang-Zheng Du Jie Li +3 位作者 Yong Cai Ying-Shi Sun Wei-Cheng Xue Jin Gu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第15期2013-2018,共6页
AIM: To evaluate the effect of multidisciplinary team (MDT) treatment modality on outcomes of patients with gastrointestinal malignancy in China. METHODS: Data about patients with gastric and colorectal cancer treated... AIM: To evaluate the effect of multidisciplinary team (MDT) treatment modality on outcomes of patients with gastrointestinal malignancy in China. METHODS: Data about patients with gastric and colorectal cancer treated in our center during the past 10 years were collected and divided into two parts. Part 1 consisted of the data collected from 516 consecutive complicated cases discussed at MDT meetings in Peking University School of Oncology (PKUSO) from December 2005 to July 2009. Part 2 consisted of the data collected from 263 consecutive cases of resect-able locally advanced rectal cancer from January 2001 to January 2005. These 263 patients were divided into neoadjuvant therapy (NT) group and control group. Patients in NT group received MDT treatment, namely neoadjuvant therapy + surgery + postoperative adjuvant therapy. Patients in control group underwent direct surgery + postoperative adjuvant therapy. The outcomes in two groups were compared. RESULTS: The treatment strategy was altered after discussed at MDT meeting in 76.81% of gastric cancer patients and in 58.33% of colorectal cancer patients before operation. The sphincter-preservation and local control of tumor were better in NT group than in control group. The 5-year overall survival rate was also higher in NT group than in control group (77.23% vs 69.75%, P = 0.049). CONCLUSION: MDT treatment modality can significantly improve the outcomes of patients with gastrointestinal malignancy in China. 展开更多
关键词 Multidisciplinary team Rectal cancer Neo adjuvant radiotherapy PROGNOSIS
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A new self-adaptive remeshing approach
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作者 吴勇 He Yuanjun Zhang Lin 《High Technology Letters》 EI CAS 2006年第2期154-159,共6页
This paper proposes a self-adaptive approach to converting irregular genus-O meshes into those with subdivision connectivity. To assure a maximal utilization of the multiresolution techniques on the remesh, we map the... This paper proposes a self-adaptive approach to converting irregular genus-O meshes into those with subdivision connectivity. To assure a maximal utilization of the multiresolution techniques on the remesh, we map the original mesh onto the unit sphere and construct a base mesh with only four vertices. We also introduce a self-adaptive relocation operation, which is used to adapt the vertex distribution of the spherical subdivision mesh to that of the parameterized mesh, to improve the visual appearance of the remesh. The experimental results show that our method can not only make the number of irregular vertices in the remesh as small as possible, but also preserve the details of the original mesh well. 展开更多
关键词 self-adaptive remeshing subdivision connectivity spherical parametrization MULTIRESOLUTION
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China Ocean ReAnalysis(CORA)version 1.0 products and validation for 2009-18 被引量:1
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作者 Guofang Chao Xinrong Wu +3 位作者 Lianxin Zhang Hongli Fu Kexiu Liu Guijun Han 《Atmospheric and Oceanic Science Letters》 CSCD 2021年第5期37-41,共5页
China Ocean ReAnalysis(CORA) version 1.0 products for the period 2009-18 have been developed and validated.The model configuration and assimilation algorithm have both been updated compared to those of the 51-year(195... China Ocean ReAnalysis(CORA) version 1.0 products for the period 2009-18 have been developed and validated.The model configuration and assimilation algorithm have both been updated compared to those of the 51-year(1958-2008) products.The assimilated observations include temperature and salinity field data,satellite remote sensing sea surface temperature,and merged sea surface height(SSH) anomaly data.The validation includes the following three aspects:(1) Temperature,salinity,and SSH anomaly root-mean-square errors(RMSEs) are computed as a primary evaluation of the reanalysis quality.The 0-2000 m domain-averaged RMSEs of temperature and salinity are 0.61℃ and 0.08 psu,respectively.The SSH anomaly RMSE is less than 0.2 m in most regions.(2) The 35°N temperature section is used to evaluate the ability to reproduce the thermocline,mixing layer,and Yellow Sea cold water mass.In summer,the thermocline is reinforced,with the gradient changing from 3℃ in May to 10℃ in August.The mixing-layer depth reproduced by CORA is consistent with that computed from the observed climatology.The Yellow Sea cold water mass forms at a depth of 50 m.(3) The reanalysis current is examined against the tracks of some drifting buoys.The results show that the reanalysis current can capture the mesoscale eddies near the Kuroshio,which are similar to those described by the drifting buoys.Overall,the 2009-18 CORA reanalysis products are capable of reproducing major oceanic phenomena and processes in the coastal waters of China and adjacent seas. 展开更多
关键词 China Ocean ReAnalysis(CORA) VALIDATION Multigrid 3D-Var assimilation
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Optimizing pipeline for a RISC processor with multimedia extension ISA 被引量:1
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作者 肖志斌 刘鹏 +1 位作者 姚英彪 姚庆栋 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2006年第2期269-274,共6页
The 32-bit extensible embedded processor RISC3200 originating from an RTL prototype core is intended for low-cost consumer multimedia products. In order to incorporate the reduced instruction set and the multimedia ex... The 32-bit extensible embedded processor RISC3200 originating from an RTL prototype core is intended for low-cost consumer multimedia products. In order to incorporate the reduced instruction set and the multimedia extension instruction set in a unifying pipeline, a scalable super-pipeline technique is adopted. Several other optimization techniques are proposed to boost the frequency and reduce the average CPI of the unifying pipeline. Based on a data flow graph (DFG) with delay information, the critical path of the pipeline stage can be located and shortened. This paper presents a distributed data bypass unit and a centralized pipeline control scheme for achieving lower CPI. Synthesis and simulation showed that the optimization techniques enable RISC3200 to operate at 200 MHz with an average CPI of 1.16. The core was integrated into a media SOC chip taped out in SMIC 0.18-micron technology. Preliminary testing result showed that the processor works well as we expected. 展开更多
关键词 PIPELINE RISC Single-instruction-multiple-data (SIMD) Instruction set architecture (ISA) Multimedia extension
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The Covering Theorems for Normalized Holomorphic Mappings on Bounded Starlike Circular Domains in C^n
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作者 LIUTai-shun FENGShu-xia 《Chinese Quarterly Journal of Mathematics》 CSCD 2004年第1期1-5,共5页
In this paper, we will investigate convex domains and starlike domains which contain the image set of normalized holomorphic mappings on bounded starlike circular domains in Cn.
关键词 covering theorem bounded starlike circular domain starlike mapping convex mapping
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THE REGIONAL DEVELOPMENT IN A MULTI-CULTURAL BACKGROUND──The Studies of Minority Regions in the Western China
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作者 LU La-chang (Department of Geography, Guangzhou Normal University, Guangzhou 510405, P. R. China) 《Chinese Geographical Science》 SCIE CSCD 2001年第2期168-173,共6页
China is a country with many nationalities. Each of them has formed its own special culture, which is different from the mainstream of majority Han nationality, by adapting to geo-environment during history. Due to di... China is a country with many nationalities. Each of them has formed its own special culture, which is different from the mainstream of majority Han nationality, by adapting to geo-environment during history. Due to different backgrounds, the regional developmental model of minorities in the western China is different from the Han nationality and western countries. Combining a knowledge-based civilization and sustainable development, the minority areas can seek the systematic integration of culture-economy-ecology. Based on this, the paper suggests that the minority areas in western China should take the way of emphasizing developmental quality rather than developmental quantity for a harmonious system of culture-economy-ecology. Some approaches for developing minority areas in western China have been put foreword. 展开更多
关键词 the minority regions in the western China multi-cultural background integrated model of economy-culture-ecology
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Numerical study on the flow features of U-beam inertial separator 被引量:1
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作者 陈丽华 樊建人 岑可法 《Journal of Zhejiang University Science》 CSCD 2002年第4期387-390,共4页
Detailed parametric study of three-dimensional gas-particle multiphase flow characteristics in U-beam tube bundle inertial separators was conducted by numerical simulation. The carrier phase was treated in the Euleria... Detailed parametric study of three-dimensional gas-particle multiphase flow characteristics in U-beam tube bundle inertial separators was conducted by numerical simulation. The carrier phase was treated in the Eulerian frame, the particles were tracked in the Lagrangian frame, and particle-wall collision was considered. Simulation carried out at different inflow rate and mass loading ratios revealed the pressure losses in the separators, velocity field of the gas phase, and the trajectories of particles. The study results revealed the multiphase flow-dynamic features of the separators, and the relationship between separator pressure losses and different inlet velocity. The numerical simulation can provide basis both for optimal design of impacting-inertial separator used in circulating fluidized bed boiler; and for study of gas-particle multiphase circumfluence flow. 展开更多
关键词 U-beam inertial separator Numerical simulation Dynamic features
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A hybrid discrete particle swarm optimization-genetic algorithm for multi-task scheduling problem in service oriented manufacturing systems 被引量:4
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作者 武善玉 张平 +2 位作者 李方 古锋 潘毅 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第2期421-429,共9页
To cope with the task scheduling problem under multi-task and transportation consideration in large-scale service oriented manufacturing systems(SOMS), a service allocation optimization mathematical model was establis... To cope with the task scheduling problem under multi-task and transportation consideration in large-scale service oriented manufacturing systems(SOMS), a service allocation optimization mathematical model was established, and then a hybrid discrete particle swarm optimization-genetic algorithm(HDPSOGA) was proposed. In SOMS, each resource involved in the whole life cycle of a product, whether it is provided by a piece of software or a hardware device, is encapsulated into a service. So, the transportation during production of a task should be taken into account because the hard-services selected are possibly provided by various providers in different areas. In the service allocation optimization mathematical model, multi-task and transportation were considered simultaneously. In the proposed HDPSOGA algorithm, integer coding method was applied to establish the mapping between the particle location matrix and the service allocation scheme. The position updating process was performed according to the cognition part, the social part, and the previous velocity and position while introducing the crossover and mutation idea of genetic algorithm to fit the discrete space. Finally, related simulation experiments were carried out to compare with other two previous algorithms. The results indicate the effectiveness and efficiency of the proposed hybrid algorithm. 展开更多
关键词 service-oriented architecture (SOA) cyber physical systems (CPS) multi-task scheduling service allocation multi-objective optimization particle swarm algorithm
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