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基于改进K-means和优化评分的协同过滤推荐算法 被引量:4
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作者 施天虎 徐洪珍 《江苏科技大学学报(自然科学版)》 CAS 北大核心 2021年第6期72-77,共6页
针对传统协同过滤推荐算法评分数据稀疏、没有考虑推荐的时效性而导致推荐准确性不佳的问题,提出了一种基于改进K-means和优化评分的用户协同过滤推荐算法,在评分矩阵中加入用户对项目类别的评分,并使用Weigh Slope One算法得到的预测... 针对传统协同过滤推荐算法评分数据稀疏、没有考虑推荐的时效性而导致推荐准确性不佳的问题,提出了一种基于改进K-means和优化评分的用户协同过滤推荐算法,在评分矩阵中加入用户对项目类别的评分,并使用Weigh Slope One算法得到的预测评分替代评分矩阵中的未评分项,以此降低数据稀疏性;并改进K-means聚类算法,对填充后的用户数据进行聚类,引入时间权重,将时间因子纳入评分预测中.在MovieLens-100K数据集上进行仿真实验,实验结果表明:所提算法较好解决了评分数据稀疏,推荐时效性差的问题,且推荐效果具有明显提升. 展开更多
关键词 协同过滤 聚类 时间权重 优化评分 weight slope one算法
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基于近似串匹配算法的评分优化设计
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作者 李少芳 《黄山学院学报》 2015年第3期11-13,共3页
分析无纸化考试中计算机自动阅卷评分算法的选用和技术,并结合案例进行VB实现。对于文本录入过程的添字、漏字、替换录入等情况,运用近似串匹配算法进行合理的评分设计,有效地改进了上下文精确匹配评分的不足。评分软件的优化设计为计... 分析无纸化考试中计算机自动阅卷评分算法的选用和技术,并结合案例进行VB实现。对于文本录入过程的添字、漏字、替换录入等情况,运用近似串匹配算法进行合理的评分设计,有效地改进了上下文精确匹配评分的不足。评分软件的优化设计为计算机自动评分提供了可靠的依据,增加机考的可信度,对软件开发有重要的实用价值。 展开更多
关键词 无纸化考试 算法应用 精确匹配 近似串匹配 评分优化 VB实现
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沃尔评分法的优化研究——以农业类上市公司为例 被引量:2
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作者 陈佳伟 《中国集体经济》 2018年第1期77-79,共3页
企业财务分析工具主要有沃尔评分法、平衡计分卡、杜邦分析法等。沃尔评分法的综合性高,方便信息使用者直观的对不同公司的业绩进行比较,但是随着经济的发展与现代公司经营的复杂化,沃尔评分法对企业业绩分析逐渐显得力不从心。鉴于此,... 企业财务分析工具主要有沃尔评分法、平衡计分卡、杜邦分析法等。沃尔评分法的综合性高,方便信息使用者直观的对不同公司的业绩进行比较,但是随着经济的发展与现代公司经营的复杂化,沃尔评分法对企业业绩分析逐渐显得力不从心。鉴于此,为了更加客观了解企业财务情况,文章认为有必要对沃尔评分法进行优化,使其满足当前公司财务分析的要求。 展开更多
关键词 沃尔评分优化 因子分析 农业行业
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多型号钢材的运输配装优化模型与算法研究 被引量:1
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作者 杨紫晴 任明会 柳伍生 《物流工程与管理》 2018年第3期72-73,63,共3页
为提高物流公司钢材货物装载效率,提高市场竞争力,研究了不同型号钢材货物装载优化问题。以贪婪算法为基础进行改进,建立组合优化模型,引入评分函数来满足不同公司对成本和顾客满意度的不同要求,建立了一个多型号钢材装载运输优选系统... 为提高物流公司钢材货物装载效率,提高市场竞争力,研究了不同型号钢材货物装载优化问题。以贪婪算法为基础进行改进,建立组合优化模型,引入评分函数来满足不同公司对成本和顾客满意度的不同要求,建立了一个多型号钢材装载运输优选系统。依据上海某物流公司货物装载问题案例,进行了模型的测试,证明了该模型的实用性和有效性。 展开更多
关键词 评分函数 组合优化评分模型 装载优选方案系统 物流设计
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个人信用行为评估方法再思考 被引量:5
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作者 陈昊洁 姜明辉 《学术交流》 CSSCI 北大核心 2015年第12期139-143,共5页
近年来,我国个人信用贷款日益增多,信贷业务逐年增加,这不仅丰富了金融机构的衍生业务,也促进了我国地方经济的蓬勃发展。目前,个人信贷业务已经成为了我国经济稳定发展的重要组成部分,但是,随着个人信贷业务的增加,金融机构尤其是商业... 近年来,我国个人信用贷款日益增多,信贷业务逐年增加,这不仅丰富了金融机构的衍生业务,也促进了我国地方经济的蓬勃发展。目前,个人信贷业务已经成为了我国经济稳定发展的重要组成部分,但是,随着个人信贷业务的增加,金融机构尤其是商业银行的信用风险也大大提高。有效的信用评估方法能降低金融机构面临的信用风险,减少个人信用误判所带来的经济损失。因此,选择有效的、稳定的、精确的个人信用评估方法成为了学术界研究的热点之一,也是我国稳定经济金融发展的重要手段。对个人信用评估方法的再思考是对个人信用行为的评价、分析的思考和讨论。对个人信用评估方法的优化讨论将进一步提高评估过程的精确性和稳定性,使其更好地成为稳定我国经济发展的重要工具之一。 展开更多
关键词 个人信用 个人信用评估 评分方法优化
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山区河流影响下的城市防洪避难安置点理论研究 被引量:1
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作者 范强 田忠 +3 位作者 李南 丁灿 唐南波 王启艳 《中国农村水利水电》 北大核心 2017年第1期94-96,102,共4页
探讨了山区河流影响下的城市防洪避难安置点的规划问题,利用典型p-中位数法对安置点的规划进行较为深入的研究,开创性地提出了p-中位数法结合安置点加权评分优化模型,对传统的p-中位数理论做了进一步的完善和创新,成功解决了传统p-中位... 探讨了山区河流影响下的城市防洪避难安置点的规划问题,利用典型p-中位数法对安置点的规划进行较为深入的研究,开创性地提出了p-中位数法结合安置点加权评分优化模型,对传统的p-中位数理论做了进一步的完善和创新,成功解决了传统p-中位数法在安置点人员分配的优化问题,为城市防洪避难安置区的规划提供了有益的理论参考。提出的理论具有通用性,可为国内其他洪水淹没区的分析研究提供参考。 展开更多
关键词 山区河流 防洪避难安置点 p-中位数法 加权评分优化模型
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Optimization of conditions for tetraspore release and assessment of photosynthetic activities for different generation branches of Gracilaria lemaneiformis Bory 被引量:17
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作者 王志远 王广策 +2 位作者 牛建峰 汪文俊 彭光 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2010年第4期738-748,共11页
Gracilaria lemaneiformis Bory is an economically important alga that is primarily used for agar production.Although tetraspores are ideal seeds for the cultivation of G.lemaneiformis,the most popular culture method is... Gracilaria lemaneiformis Bory is an economically important alga that is primarily used for agar production.Although tetraspores are ideal seeds for the cultivation of G.lemaneiformis,the most popular culture method is currently based on vegetative fragments,which is labor-intensive and time-consuming.In this study,we optimized the conditions for tetraspore release and evaluated the photosynthetic activities of different colonies formed from the branches of G.lemaneiformis using a PAM(pulse-amplitude-modulated) measuring system.The results showed that variations in temperature and salinityhad significant effects on tetraspore yield.However,variations in the photon flux density(from 15 μmol m-2 s-1 to 480 μmol m-2 s-1) had no apparent effect on tetraspore yield.Moreover,the PAM-parameters Y(I),Y(Ⅱ),ETR(I),ETR(Ⅱ) and Fv/Fm of colonies formed from different branches showed the same trend:parameter values of first generation branches>second generation branches>third generation branches.These results suggest that the photosynthetic activities of different colonies of branches changed with the same trend.Furthermore,photosynthesis in G.lemaneiformis was found to be involved in vegetative reproduction and tetraspore formation.Finally,the first generation branches grew slowly,but accumulated organic compounds to form large numbers of tetraspores.Taken together,these results showed that the first generation branches are ideal materials for the release of tetraspores. 展开更多
关键词 Gracilaria lemaneiformis Bory TETRASPORE pulse-amplitude-modulated PHOTOSYNTHESIS
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地基处理方案决策法 被引量:7
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作者 宋应文 唐业清 《地基基础工程》 1993年第1期7-11,6,共6页
关键词 地基处理 评分优化 系统工程
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Optimization Design and Comprehensive Evaluation of Screw Contact of Space Battery Based on ANSYS 被引量:3
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作者 WANG Ziquan HUANG Wei +4 位作者 CHEN Weinan GAO Xuefeng LIN Yingjie CAO Jinghua YAO Zubin 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第3期474-483,共10页
In order to improve the safety of the battery of satellite side mounting,and prevent the screw from producing excess due to frequent assembly and disassembly,the YS-20 material replacement and structure optimization d... In order to improve the safety of the battery of satellite side mounting,and prevent the screw from producing excess due to frequent assembly and disassembly,the YS-20 material replacement and structure optimization design of the screw body are carried out under the premise of not changing the original tooling.The double⁃shear test of YS-20 bar is carried out,and the ANSYS optimization design module is used to design 7×7×6,a total of 294,calculation cases of D1,D2,T,the three important dimension parameters of screw structure.The actual bearing state of screw composite structure is accurately simulated by using asymmetric contact model.Three comprehensive evaluations are established,and the calculation examples satisfying the conditions are evaluated comprehensively.The final results are T=12.2 mm,D1=16 mm,D2=2 mm.The stress verification and contact analysis are carried out for the final scheme and the bearing state and contact state optimized screw structure are obtained. 展开更多
关键词 space battery SCREW ANSYS optimization design contact analysis comprehensive evaluation
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Optimal transmission lines assignment with maximal reliabilities in multi-source multi-sink multi-state computer network 被引量:1
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作者 章筠 徐正国 +2 位作者 王文海 卢建刚 孙优贤 《Journal of Central South University》 SCIE EI CAS 2013年第7期1868-1877,共10页
The optimal transmission lines assignment with maximal reliabilities (OTLAMR) in the multi-source multi-sink multi-state computer network (MMMCN) was investigated. The OTLAMR problem contains two sub-problems: the MMM... The optimal transmission lines assignment with maximal reliabilities (OTLAMR) in the multi-source multi-sink multi-state computer network (MMMCN) was investigated. The OTLAMR problem contains two sub-problems: the MMMCN reliabilities evaluation and multi-objective transmission lines assignment optimization. First, a reliability evaluation with a transmission line assignment (RETLA) algorithm is proposed to calculate the MMMCN reliabilities under the cost constraint for a certain transmission lines configuration. Second, the non-dominated sorting genetic algorithm II (NSGA-II) is adopted to find the non-dominated set of the transmission lines assignments based on the reliabilities obtained from the RETLA algorithm. By combining the RETLA and the NSGA-II algorithms together, the RETLA-NSGA II algorithm is proposed to solve the OTLAMR problem. The experiments result show that the RETLA-NSGA II algorithm can provide efficient solutions in a reasonable time, from which the decision makers can choose the best solution based on their preferences and experiences. 展开更多
关键词 multi-state network reliability evaluation transmission lines assignments multi-objective optimization non-dominatedsorting genetic algorithm II
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Distillation Troubleshooting: Using a Wide Range of Engineering Skills for a Sustainable Process Improvement
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作者 Daniel Staak Thomas Grutzner Daniel Zollinger Miguel Caraucan 《Journal of Chemistry and Chemical Engineering》 2011年第5期404-409,共6页
A new method for the fast detection and evaluation of optimization potentials for separation processes is presented within this work. The method disclaims the application of difficult rigorous mathematical optimizatio... A new method for the fast detection and evaluation of optimization potentials for separation processes is presented within this work. The method disclaims the application of difficult rigorous mathematical optimization techniques by a number of different smart workarounds. The basis for the optimization is the application of different heuristics, shortcut methods and simulation studies. The method was applied to a real process in which the overall yield was improved of about 58%. Due to the new configuration an alternative control scheme containing unusual control loops was implemented. 展开更多
关键词 DISTILLATION TROUBLESHOOTING separation sequence process optimization.
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Optimization and Shelf-Life Evaluation of Pearl Millet Based Halwa Dry Mix
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作者 D. N. Yadav S. Balasubramanian +2 位作者 J. Kaur T. Anand A. K. Singh 《Journal of Food Science and Engineering》 2011年第4期313-322,共10页
Indian traditional sweet dish i.e. halwa was developed from pearl millet grains. Pearl millet grains (Pennisetum typhoides var. PHB-2168) were steamed for 20 min at 1.05 kg cm^2 in order to minimize lipase activity,... Indian traditional sweet dish i.e. halwa was developed from pearl millet grains. Pearl millet grains (Pennisetum typhoides var. PHB-2168) were steamed for 20 min at 1.05 kg cm^2 in order to minimize lipase activity, total phenols, phytic acid and tannins content. Steamed grains were dried (12 ± 0.5% moisture content), pearled, milled, sieved through sieve opening size of 0.234 mm and were used for study. Central composite rotatable design (CCRD) with three independent variables i.e. vanaspati, sugar and water for rehydration were used to design the experiments. Sensory responses and rehydration ratio were used to study the individual and interactive effects of variables. Sensory score for colour varied from taste 6.3-7.9, mouth feel 6.4-7.8, overall acceptability (OAA) 6.5-7.9 and rehydration ratio (RR) from 1.4 to 2.3. All the responses fitted into quadratic equation with R2 〉 0.80. Halwa dry mix was also evaluated for stability in polyethylene pouches at ambient conditions and the peroxide and free fatty acids value were 21.35 meqO2 kg^-1 fat, 0.55% (oleic acid), respectively after 6 months of storage. Based on compromise optimization, optimum levels of the ingredients recommended with 86.4% desirability were: vanaspati 38.6 g 100 g^-1 pearl millet semolina (PMS), sugar 88.7 g 100 g^-1 PMS and water for rehydration 151 mL 100 g^-1 dry mix. 展开更多
关键词 Pearl millet hydrothermal treatment anti-nutritional factor halwa rehydration ratio.
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Optimization Analysis on Comprehensive Evaluation Index of Wetland Parks
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作者 Yanyan ZHANG Fanlong KONG +1 位作者 Min XI Yue LI 《Agricultural Science & Technology》 CAS 2016年第3期721-723,736,共4页
Wetland park is an important mode of wetland protection, meanwhile, construction of comprehensive index system has become the hotspot and keystone of the researches on Wetland Parks. Basing on different development st... Wetland park is an important mode of wetland protection, meanwhile, construction of comprehensive index system has become the hotspot and keystone of the researches on Wetland Parks. Basing on different development stages, this paper firstly divided the Wetland Parks into three categories, including the start-up stage, the development stage and the refinement stage. And then screened and identified the direction and keypoints of comprehensive evaluation for wetland parks in different development stages using expert scoring, questionnaire and analytic hierarchy process(AHP). 展开更多
关键词 Wetland Parks Comprehensive evaluation index Optimization analysis
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THE 'HYBRID' TECHNIQUE FOR RISK ANALYSIS OF SOME DISEASES 被引量:2
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作者 SHANGHANJI LUYUCHU +1 位作者 XUXUEMEI CHENQIAN 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2001年第4期475-484,共10页
Based on the data obtained from a survey recently made in Shanghai, this paper presents the hybrid technique for risk analysis and evaluation of some diseases. After determination of main risk factors of these disease... Based on the data obtained from a survey recently made in Shanghai, this paper presents the hybrid technique for risk analysis and evaluation of some diseases. After determination of main risk factors of these diseases by analysis of variance, the authors introduce a new concept ’Illness Fuzzy Set’ and use fuzzy comprehensive evaluation to evaluate the risk of suffering from a disease for residents. Optimal technique is used to determine the weights wi in fuzzy comprehensive evaluation, and a new method ’Improved Information Distribution’ is also introduced for the treatment of small sample problem. It is shown that the results obtained by using the hybrid technique are better than by using single fuzzy technique or single statistical method. 展开更多
关键词 Illness fuzzy set STATISTICS Fuzzy comprehensive evaluation Information distribution OPTIMIZATION
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