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基于BP神经网络的卷烟零售量价控制研究 被引量:1
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作者 张伟丰 魏仁干 杨丽华 《湖北汽车工业学院学报》 2013年第1期64-67,共4页
针对烟草营销中卷烟货源投放总量难以准确控制的问题,通过分析各区域货源投放量、实际销售量与零售价格之间的相互关系,采用BP神经网络预测,建立了卷烟零售量价控制模型,据此来调控各品类的投放量,测试结果表明有较好的预测准确度。
关键词 BP算法 神经网络 量价控制 预测
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公路施工造价管理浅析
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作者 陈珊丽 《西铁科技》 2003年第4期56-57,共2页
作者通过对公路工程造价管理中合同性资料把握,分析了执行过程中量价控制与支付变通对工程造价与资金回笼的有为效应。
关键词 公路工程 工程造 管理 合同性依据 资金回笼 量价控制 支付变通 工程审批 变更申报 追加索赔实时化 正常支付 例外支付
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An Introduction to Intelligent Sensory Evaluation 被引量:4
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作者 曾宪奕 丁永生 《Journal of Donghua University(English Edition)》 EI CAS 2004年第3期1-4,共4页
Sensory evaluation is the evaluation of signals that a buman receives via its sensory organs. Nowadays sensory evaluation is widely used in quality inspection and quality control of products. and many other fields. Ac... Sensory evaluation is the evaluation of signals that a buman receives via its sensory organs. Nowadays sensory evaluation is widely used in quality inspection and quality control of products. and many other fields. Actually sensory evaluation always give. uncertain and inprecise results, therefore it derivates many problems. we reviews in detail these problem and give some cumputing methods to resolve them. 展开更多
关键词 Sensory evaluation intelligent techniques Sensory techniqne.
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An Intelligent Approach to Sensory Evaluation: LVQ Neural Network 被引量:2
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作者 丁香乾 杨宁 肖协忠 《Journal of Donghua University(English Edition)》 EI CAS 2004年第3期40-42,共3页
Converting between “fuzzy concept” and “numerical value” in computer aided assessment is rather difficult in many applications. This paper presents a LVQ neural network paradigm for sensory evaluation. This intell... Converting between “fuzzy concept” and “numerical value” in computer aided assessment is rather difficult in many applications. This paper presents a LVQ neural network paradigm for sensory evaluation. This intelligent approach utilizes predefined class information for supervised learning in order to solve the converting problem and keep the fuzziness and imprecision of the whole sensory information. The method is validated by the experiment on stimulation evaluation of cigarette sensory. 展开更多
关键词 LVQ Network Sensory Evaluation CLASSIFICATION Fuzzy Evaluation Index
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Method of effective evaluation for examination of chloride ion in concrete
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作者 SUNGWen-pei CHENKuen-suan LINHsue-chun 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第3期159-165,共7页
The chloride ion contained in reinforced concrete seriously corrodes the steel surface and damages concrete, resulting in inferior reinforced concrete that strength seriously compromises the entire structure’s safety... The chloride ion contained in reinforced concrete seriously corrodes the steel surface and damages concrete, resulting in inferior reinforced concrete that strength seriously compromises the entire structure’s safety. Consequently, the examination of chloride ions contained in reinforced concrete becomes an important part of a complete quality control procedure. To effectively check the concentration of chloride ions in concrete, the evaluation process should be accurate and precise. Laboratory data ob- tained using existing evaluation methods for the examination of chloride ion are not sufficiently objective to yield reliable results with accuracy and consistency for each sample. An evaluation algorithm with capability to define indices of precision degree (Ep) and accuracy degree (Ea) is presented in this paper. The authors established a statistically reliable index of unbiased estimators and equations to critically examine the laboratory methods’ precision, accuracy degrees and application value for measuring chlorine ion concentration in reinforced concrete. 展开更多
关键词 Concrete quality control Multi-laboratory Test error Accuracy degree Precision degree Natural estimator Acceptance testing Examination methods Evaluation criteria
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Assessment of Model Predictive Control Performance Criteria 被引量:1
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作者 Rafael Lopes Duarte-Barros Song Won Park 《Journal of Chemistry and Chemical Engineering》 2015年第2期127-135,共9页
The current highly competitive environment has driven industries to operate with increasingly restricted profit margins. Thus, it is imperative to optimize production processes. Faced with this scenario, multivariable... The current highly competitive environment has driven industries to operate with increasingly restricted profit margins. Thus, it is imperative to optimize production processes. Faced with this scenario, multivariable predictive control of processes has been presented as a powerful alternative to achieve these goals. Moreover, the rationale for implementation of advanced control and subsequent analysis of its post-match performance also focus on the benefits that this tool brings to the plant. It is therefore essential to establish a methodology for analysis, based on clear and measurable criteria. Currently, there are different methodologies available in the market to assist with such analysis. These tools can have a quantitative or qualitative focus. The aim of this study is to evaluate three of the best current main performance assessment technologies: Minimum Variance Control-Harris Index; Statistical Process Control (Cp and Cpk); and the Qin and Yu Index. These indexes were studied for an alumina plant controlled by three MPC (model predictive control) algorithms (GPC (generalized predictive control), RMPCT (robust multivariable predictive control technology) and ESSMPC (extended state space model predictive controller)) with different results. 展开更多
关键词 Predictive controller performance minimum variance CAPABILITY MPC GPC ESSMPC (extended state space model predictive controller).
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A Research on the Third-Party Legislative Post-Assessment in China
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作者 WANG Feng Zhongcheng Think-tank 《International English Education Research》 2015年第12期36-41,共6页
With the formation of the socialist legal system with Chinese characteristics, China pays more attention to the scientificity and the quality of legislation, starting the assessment of the effect of implementation of ... With the formation of the socialist legal system with Chinese characteristics, China pays more attention to the scientificity and the quality of legislation, starting the assessment of the effect of implementation of the law after legislation conducted by an independent third-party institution with scientific methods. The third-party legislative post-assessment can overcome the drawbacks of self-assessment, realizing the public participation better, which makes results of the assessment more objective, neutral and fair. The neutrality of assessment and scientificity of the method should be adhered in the construction of third-party legislative post-assessment in China, while improving public participation as well as the assessment indicators system and quality control system with the introduction of specific legal norms. 展开更多
关键词 China Post-Legislation Third-Party ASSESSMENT
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The Influence of Spiritual Values on Work Motivation, Management Control, and Quality of Financial Information on IFIs in Indonesia
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作者 Firman Menne Muhammad Ali +1 位作者 Abd. Hamid Habbe Yohanis Rura 《Journal of Modern Accounting and Auditing》 2016年第11期537-555,共19页
This study aims to investigate the influence of spiritual values on work motivation, management control, and the quality of financial information on Islamic financial institutions (IFIs) in Indonesia. Spiritual valu... This study aims to investigate the influence of spiritual values on work motivation, management control, and the quality of financial information on Islamic financial institutions (IFIs) in Indonesia. Spiritual values are measured using four reflexive indicators, namely, Shiddiq, Fathanah, Amanah, and Tabligh. Work motivation is formed by four formative indicators, namely, compensation, recognition, work experience, and openness. Management control variable is formed by four formative indicators, namely, planning, implementing, evaluating, and monitoring, and finally, the quality of financial information is manifested in four reflexive variables, namely, relevant, comparable, understandable, and consistent. Data are collected through questionnaires with 125 respondents as samples from three types of IFIs, such as Islamic banking, Islamic pawnshop, and Islamic insurance in Indonesia. Methods of data analysis include the use of partial least squares (PLS) to analyze the influence of spiritual values on work motivation, management control, and quality of financial information. The results of this study showed that the manifestation of spiritual values in IFIs is able to influence the quality of financial information through the media as motivation and management control, but directly spiritual values are not able to influence the quality of financial information. While work motivation and management control significantly influence the quality of financial information. 展开更多
关键词 spiritual values work motivation management control quality of financial information
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Comparative study on main compounds in Ginkgo biloba L. base on mathematical statistics 被引量:4
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作者 Yiyi Zhao Ruyi Guo +3 位作者 Haili Yin Xintong Fu Yougen Chen Hongzhu Guo 《Journal of Chinese Pharmaceutical Sciences》 CAS CSCD 2019年第12期843-854,共12页
In this paper,an HPLC-DAD-ELSD method was developed to determine main 20 components of Ginkgo biloba L.leaves from different ages and sources,including six flavonol glycosides,five terpene lactones and nine organic ac... In this paper,an HPLC-DAD-ELSD method was developed to determine main 20 components of Ginkgo biloba L.leaves from different ages and sources,including six flavonol glycosides,five terpene lactones and nine organic acids.Using statistics method and establishing relevant mathematics models,the measured data has proceeded correlation analysis,principal component analysis,and regression statistics and the results showed generality and specific characteristics.We defined p-hydroxybenzoic acid,catechinic,KRcG and ginkgolide A as characteristic indexes representing commonness and speciality of Ginkgo biloba L.leaf.The four characteristic indexes can reflect the quality of Ginkgo biloba L.leaf,and the intermal relations between them are significant.The contents of other compounds could define the quantity relation with characteristic markers.It simplified the approach of quality control,and provided a basis for quality control of Ginkgo biloba L. 展开更多
关键词 Ginkgo biloba L. Statistical analysis Characteristic markers Holistic quality evaluation
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Influence of natural rainfall variability on the evaluation of artificial precipitation enhancement 被引量:3
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作者 WU XiangHua NIU ShengJie +1 位作者 JIN DeZhen SUN HaiYan 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第6期906-914,共9页
Evaluating cloud seeding effects is one of the most critical issues in artificial precipitation enhancement experiments. However, the evaluation is not straightforward because there is natural rainfall variability, wh... Evaluating cloud seeding effects is one of the most critical issues in artificial precipitation enhancement experiments. However, the evaluation is not straightforward because there is natural rainfall variability, which subjects the atmosphere to spatiotemporal instabilities. The aim of this study is to analyze natural rainfall variability using the modern statistical simulation method, "bootstrap", to analyze its influence on the evaluation of seeding activities and to take proper measures to control the influence. The study is based on the 1997?2007 airborne seeding macro records and the daily precipitation data in Jilin Province. The influence of natural rainfall variability can be reduced through three approaches: the increase of the supposed "seeded" sample size N, the rejection of outliers, and the selection of similar control units. A larger N leads to smaller calculated precipitation variability and detectable lower limits of seeding effects. When N is near 470 and the seeding effect is between 20% and 30%, the confidence level reaches 90%. For a single seeding operation, the case deletion model that rejects strong influence points and selects similar control units is established to control the influence of natural precipitation variability, which obviously improves the evaluation of artificial precipitation enhancement. The results demonstrate that the relative seeding effect in Jilin Province is concentrated mainly in the range of 0 to 30%, with an average of 11.95%, and has no significant linear relationship with the actual precipitation amount. However, the fluctuation amplitude of the relative effect decreases as the precipitation amount rises. 展开更多
关键词 seeding effect natural rainfall variability BOOTSTRAP case deletion model detectable lower limit
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