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Ranking environmental projects model based on multicriteria decision-making and the weight sensitivity analysis 被引量:5
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作者 Jiang Yan Tian Dagang Pan Yue 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第3期534-539,共6页
With the fast growth of Chinese economic, more and more capital will be invested in environmental projects. How to select the environmental investment projects (alternatives) for obtaining the best environmental qua... With the fast growth of Chinese economic, more and more capital will be invested in environmental projects. How to select the environmental investment projects (alternatives) for obtaining the best environmental quality and economic benefits is an important problem for the decision makers. The purpose of this paper is to develop a decision-making model to rank a finite number of alternatives with several and sometimes conflicting criteria. A model for ranking the projects of municipal sewage treatment plants is proposed by using exports' information and the data of the real projects. And, the ranking result is given based on the PROMETHEE method. Furthermore, by means of the concept of the weight stability intervals (WSI), the sensitivity of the ranking results to the size of criteria values and the change of weights value of criteria are discussed. The result shows that some criteria, such as “proportion of benefit to project cost”, will influence the ranking result of alternatives very strong while others not. The influence are not only from the value of criterion but also from the changing the weight of criterion. So, some criteria such as “proportion of benefit to project cost” are key critera for ranking the projects. Decision makers must be cautious to them. 展开更多
关键词 multicriteria decision-making ranking environmental projects model PROMETHEE method sensitivity analysis weight stability intervals.
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Benefit allocation model of distributed photovoltaic power generation vehicle shed and energy storage charging pile based on integrated weighting-Shapley method 被引量:9
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作者 Qingkun Tan Peng Wu +3 位作者 Wei Tang Chang Cao Chengjie Wang Yu Zhang 《Global Energy Interconnection》 2020年第4期375-384,共10页
In this study,to develop a benefit-allocation model,in-depth analysis of a distributed photovoltaic-powergeneration carport and energy-storage charging-pile project was performed;the model was developed using Shapley ... In this study,to develop a benefit-allocation model,in-depth analysis of a distributed photovoltaic-powergeneration carport and energy-storage charging-pile project was performed;the model was developed using Shapley integrated-empowerment benefit-distribution method.First,through literature survey and expert interview to identify the risk factors at various stages of the project,a dynamic risk-factor indicator system is developed.Second,to obtain a more meaningful risk-calculation result,the subjective and objective weights are combined,the weights of the risk factors at each stage are determined by the expert scoring method and entropy weight method,and the interest distribution model based on multi-dimensional risk factors is established.Finally,an example is used to verify the rationality of the method for the benefit distribution of the charging-pile project.The results of the example indicate that the limitations of the Shapley method can be reasonably avoided,and the applicability of the model for the benefit distribution of the charging-pile project is verified. 展开更多
关键词 Charging pile Benefit distribution Risk factor Integrated weighting method Shapley model
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Evaluation of soil erosion vulnerability in Hubei Province of China using RUSLE model and combination weighting method 被引量:1
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作者 YANG Yanpan TIAN Pei +3 位作者 JIA Tinghui WANG Fei YANG Yang HUANG Jianwu 《Journal of Mountain Science》 SCIE CSCD 2024年第10期3318-3336,共19页
Soil erosion has been recognized as a critical environmental issue worldwide.While previous studies have primarily focused on watershed-scale soil erosion vulnerability from a natural factor perspective,there is a not... Soil erosion has been recognized as a critical environmental issue worldwide.While previous studies have primarily focused on watershed-scale soil erosion vulnerability from a natural factor perspective,there is a notable gap in understanding the intricate interplay between natural and socio-economic factors,especially in the context of spatial heterogeneity and nonlinear impacts of human-land interactions.To address this,our study evaluates the soil erosion vulnerability at a provincial scale,taking Hubei Province as a case study to explore the combined effects of natural and socio-economic factors.We developed an evaluation index system based on 15 indicators of soil erosion vulnerability:exposure,sensitivity,and adaptability.In addition,the combination weighting method was applied to determine index weights,and the spatial interaction was analyzed using spatial autocorrelation,geographical temporally weighted regression and geographical detector.The results showed an overall decreasing soil erosion intensity in Hubei Province during 2000 and 2020.The soil erosion vulnerability increased before 2000 and then.The areas with high soil erosion vulnerability were mainly confined in the central and southern regions of Hubei Province(Xiantao,Tianmen,Qianjiang and Ezhou)with obvious spatial aggregation that intensified over time.Natural factors(habitat quality index)had negative impacts on soil erosion vulnerability,whereas socio-economic factors(population density)showed substantial spatial variability in their influences.There was a positive correlation between soil erosion vulnerability and erosion intensity,with the correlation coefficients ranging from-0.41 and 0.93.The increase of slope was found to enhance the positive correlation between soil erosion vulnerability and intensity. 展开更多
关键词 Soil erosion vulnerability RUSLE model Combination weighting method Driving factors Spatial heterogeneity
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SEMI-WEIGHT FUNCTION METHOD ON COMPUTATION OF STRESS INTENSITY FACTORS IN DISSIMILAR MATERIALS 被引量:2
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作者 马开平 柳春图 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2004年第11期1241-1248,共8页
Semi_weight function method is developed to solve the plane problem of two bonded dissimilar materials containing a crack along the bond. From equilibrium equation, stress and strain relationship, conditions of contin... Semi_weight function method is developed to solve the plane problem of two bonded dissimilar materials containing a crack along the bond. From equilibrium equation, stress and strain relationship, conditions of continuity across interface and free crack surface, the stress and displacement fields were obtained. The eigenvalue of these fields is lambda. Semi_weight functions were obtained as virtual displacement and stress fields with eigenvalue?_lambda. Integral expression of fracture parameters, K Ⅰ and K Ⅱ, were obtained from reciprocal work theorem with semi_weight functions and approximate displacement and stress values on any integral path around crack tip. The calculation results of applications show that the semi_weight function method is a simple, convenient and high precision calculation method. 展开更多
关键词 dissimilar material interface crack stress intensity factor semi-weight function method plane fracture problem
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A WEIGHTED RESIDUAL METHOD FOR ELASTIC-PLASTIC ANALYSIS NEAR A CRACK TIP AND THE CALCULATION OF THE PLASTIC STRESS INTENSITY FACTORS
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作者 张宁生 赵学仁 薛大为 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1991年第12期1123-1134,共12页
In this paper, a weighted residual method for the elastic-plastic analysis near a crack tip is systematically given by taking the model of power-law hardening under plane strain condition as a sample. The elastic-plas... In this paper, a weighted residual method for the elastic-plastic analysis near a crack tip is systematically given by taking the model of power-law hardening under plane strain condition as a sample. The elastic-plastic solutions of the crack lip field and an approach based on the superposition of the nonlinear finite element method on the complete solution in the whole crack body field, to calculate the plastic stress intensity factors, are also developed. Therefore, a complete analvsis based on the calculation both for the crack tip field and for the whole crack body field is provided. 展开更多
关键词 fracture mechanics stress intensity factor weighted residual method crack tip field
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Weight Function Method for Stress Intensity Factor of Internal Surface Semi-elliptical Crack in Elliptical Holes
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作者 XIE Wei HUANG Qi-qing 《International Journal of Plant Engineering and Management》 2007年第2期93-100,共8页
The hatches for inspecting are usually designed with elliptical holes in airplane structures, so computation of the stress intensity factor of three dimensional crack at elliptical holes is pivotal for damage toleranc... The hatches for inspecting are usually designed with elliptical holes in airplane structures, so computation of the stress intensity factor of three dimensional crack at elliptical holes is pivotal for damage tolerance analysis of these structures. In this paper, weight function is derived for a two dimensional through cracks at elliptical holes by applying a compounding method. Stress intensity factor formulas for an internal surface semi-elliptical crack in elliptical holes are obtained wing the three dimensional weight function method. Stress intensity factors for an internal surface semi-elliptical crack in elliptical holes under remote tension are computed. At the same time, research on how radius of curvature for elliptical holes affect stress intensity factors was conducted. Stress intensity factors decrease when radius of curvature increases. Some results and conclusions which are of practical value are given. 展开更多
关键词 compounding method internal surface semi-elliptical crack stress intensity factor weight function elliptical holes
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Tide forecasting method based on dynamic weight distribution for operational evaluation
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作者 Shao-wei QIU Zeng-chuan DONG +2 位作者 Fen XU Li SUN Sheng CHEN 《Water Science and Engineering》 EI CAS 2009年第1期25-31,共7页
Through analysis of operational evaluation factors for tide forecasting, the relationship between the evaluation factors and the weights of forecasters was examined. A tide forecasting method based on dynamic weight d... Through analysis of operational evaluation factors for tide forecasting, the relationship between the evaluation factors and the weights of forecasters was examined. A tide forecasting method based on dynamic weight distribution for operational evaluation was developed, and multiple-forecaster synchronous forecasting was realized while avoiding the instability cased by only one forecaster. Weights were distributed to the forecasters according to each one's forecast precision. An evaluation criterion for the professional level of the forecasters was also built. The eligibility rates of forecast results demonstrate the skill of the forecasters and the stability of their forecasts. With the developed tide forecasting method, the precision and reasonableness of tide forecasting are improved. The application of the present method to tide forecasting at the Huangpu Park tidal station demonstrates the validity of the method. 展开更多
关键词 tide forecasting method operational evaluation dynamic weight distribution evaluation factor
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Weight Determining of Factors Influencing Grain Output Based on Entropy Weight Method
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作者 LI Jun 《Asian Agricultural Research》 2012年第3期7-9,共3页
This article selects 8 main factors(the number of rural employees,total power of agricultural machinery,effective irrigation area of crops,growing area of grain crops,fertilizer consumption,electricity consumption in ... This article selects 8 main factors(the number of rural employees,total power of agricultural machinery,effective irrigation area of crops,growing area of grain crops,fertilizer consumption,electricity consumption in rural areas,area affected and area covered)as the factors influencing grain output,and offers the method of determining weight of factors influencing grain output using entropy weight method.According to the relevant data in the period 1985-2005,we analyze the weight of factors influencing grain output in China by example.The results show that the electricity consumption in rural areas has the greatest impact on grain output,followed by total power of agricultural machinery,fertilizer consumption and area covered.To increase grain output,we must enhance the degree of mechanization,free people from the former process of direct cultivation,strengthen water conservancy construction,and do a good job in disaster prevention and mitigation. 展开更多
关键词 Grain output Entropy weight method factors weight
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砂化白云岩隧洞突水涌砂处置方案适宜性评价及应用
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作者 成曦 李建国 +4 位作者 杨吉 代佩玄 张晟玮 张雷 董家兴 《长江科学院院报》 北大核心 2026年第1期218-226,共9页
富水砂化白云岩隧洞施工过程中,突水涌砂灾害易发频发,严重影响工程进度与安全。基于此,以滇中引水工程扯那苴隧洞为研究对象,考虑影响突水涌砂处置方案适宜性的主要因素,结合砂化白云岩地层特性及其突水涌砂形成机理,从岩层特性、地下... 富水砂化白云岩隧洞施工过程中,突水涌砂灾害易发频发,严重影响工程进度与安全。基于此,以滇中引水工程扯那苴隧洞为研究对象,考虑影响突水涌砂处置方案适宜性的主要因素,结合砂化白云岩地层特性及其突水涌砂形成机理,从岩层特性、地下水条件、隧洞长度及埋深、突水涌砂的环境影响4个方面选取10个评价指标,将白云岩砂化等级、不良地质构造、外水压力、富水性等关键因素纳入评价体系,弥补现有评价体系对砂化白云岩特性关注的不足,构建了一种适用于砂化白云岩地层的突水涌砂处置方案适宜性评价体系。采用博弈论组合赋权法耦合AHP法与CRITIC法计算所得权重,提升评价指标权重分配的科学性。运用TOPSIS法对处置方案进行适宜性排序,将适宜性分为Ⅰ级(优)、Ⅱ级(中)、Ⅲ级(低)、Ⅳ级(差)共4个等级。结合障碍因子诊断,量化并识别制约适宜性的关键因素。研究结果表明,所建评价体系能够准确反映砂化白云岩地层的特殊性,评价结果与实际工程情况吻合。在特殊不良地质条件下,改线避让高风险区域的办法适宜性更优。 展开更多
关键词 砂化白云岩 突水涌砂处置 适宜性评价 博弈论组合赋权 TOPSIS法 障碍因子诊断
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Study on Influencing Factors of Qi-Stagnation Constitution with Entropy Weight and Euclidean Grey Correlation Analysis Methodologies
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作者 Yue Luo Lu-Xia Jiang +1 位作者 Xin-Ge Zhang Chuan-Biao Wen 《World Journal of Traditional Chinese Medicine》 2025年第3期430-441,共12页
Objective:To explore factors influencing the Qi-stagnation constitution in traditional Chinese medicine(TCM)through mathematical and computational methods,aiming to early prevention and treatment of related diseases.M... Objective:To explore factors influencing the Qi-stagnation constitution in traditional Chinese medicine(TCM)through mathematical and computational methods,aiming to early prevention and treatment of related diseases.Methods:The traditional grey correlation analysis,improved with the entropy weight method and Euclidean distance,was applied to investigate factors influencing the Qi-stagnation constitution.The top five factors identified before and after the improvement were used to construct random forest models.Results:A total of 1342 Qi-stagnation constitution identification data sets were collected.The grey correlation degree of each influencing factor progressively decreased during the transition from the traditional to the improved grey correlation analysis method.The random forest model built using the traditional grey correlation analysis method achieved prediction accuracies of 75.61%for the training set and 67.99%on the validation set.The random forest model developed using the improved grey correlation analysis method achieved prediction accuracies of 89.78%on the training set and 81.64%on the validation set,outperforming the model based on the traditional methods.Conclusions:The improved grey correlation analysis method is more suitable for analyzing the influencing factors of the Qi-stagnation constitution.This study offers a new approach and is a reference for research on TCM constitutions. 展开更多
关键词 Entropy weight method Euclidean distance grey correlation influencing factors Qi-stagnation constitution
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An Analysis of Water Environment Factors and an Evaluation of Water Quantity of Liangzi Lake 被引量:2
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作者 Hong Wang Junlan Yao Yanqiang Li 《Journal of Geoscience and Environment Protection》 2016年第7期44-51,共8页
The experiments of single factor evaluation method, principal component analysis and voronoi area weighting factor method on the sample data of Liangzi Lake in October 2012 combined with the national surface water env... The experiments of single factor evaluation method, principal component analysis and voronoi area weighting factor method on the sample data of Liangzi Lake in October 2012 combined with the national surface water environment quality standards can get the map of comprehensive water quality distribution by Kriging interpolation. The analysis shows, the grades of comprehensive water quality gained by three methods are all only class III or class IV, and the quality of water is different from east and west that the water quality of east is better. However, the percent of IV class water is higher in the result of single factor evaluation method means class IV is the main grade of water quality. The result of principal component analysis shows the percent of class Ⅲ water is higher than other classes. The result of voronoi area weighting factor method shows the percent of IV class is higher than other classes. COD<sub>Mn</sub> is the main factor that influences the method of singal factor evaluation and reduces the grade of water quality overall. The effect of single factor is reduced by principal component analysis, and the analysis on water quality is more accurate. The voronoi area weighing factor method reduces the effect of single factor and extends the content, can make a comprehensive evaluation on water quality. 展开更多
关键词 factor Analysis PCA VORONOI Area weighting method Water Quality Assessment
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Dombi-Normalized Weighted Bonferroni Mean Operators with Novel Multiple-Valued Complex Neutrosophic Uncertain Linguistic Sets and Their Application in Decision Making 被引量:1
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作者 Tahir Mahmood Zeeshan Ali +1 位作者 Dulyawit Prangchumpol Thammarat Panityakul 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第3期1587-1623,共37页
Although fuzzy set concepts have evolved,neutrosophic sets are attractingmore attention due to the greater power of the structure of neutrosophic sets.The ability to account for components that are true,false or neith... Although fuzzy set concepts have evolved,neutrosophic sets are attractingmore attention due to the greater power of the structure of neutrosophic sets.The ability to account for components that are true,false or neither true nor false is useful in the resolution of real-life problems.However,simultaneous variations render neutrosophic sets unsuitable in specific circumstances.To enable the management of these sorts of issues,we combine the principle of multi-valued neutrosophic uncertain linguistic sets and complex fuzzy sets to develop the principle of multivalued complex neutrosophic uncertain linguistic sets.Multi-valued complex neutrosophic uncertain linguistic sets can contain grades of truth,abstinence,and falsity,and uncertain linguistic terms,which are expressed as complex numbers whose real and imaginary parts are limited to the unit interval.Some important Dombi laws are elaborated along with Bonferroni mean operators,which offer a flexible general structure with modifiable factors.Bonferroni means aggregation operators perform a significant role in conveying the magnitude level of options and characteristics.To determine relationships among any number of attributes,we develop multi-valued complex neutrosophic uncertain linguistic Dombi-normalized weighted Bonferroni mean operators and discuss their important properties with some special cases.By using these laws,we can deploy themulti-attribute decisionmaking(MADM)technique using the novel principle of multi-valued complex neutrosophic uncertain linguistic sets.To determine the power and flexibility of the elaborated approach,we resolve some numerical examples based on the proposed operator.Finally,the work is validated with the help of comparative analysis,a discussion of its advantages,and geometric expressions of the elaborated theories. 展开更多
关键词 Multi-valued complex neutrosophic uncertain linguistic sets Dombi normalized weighted Bonferroni mean operators multi-attribute decision-making methods
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Analysis of dynamic stress intensity factors of three-point bend specimen containing crack
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作者 陈爱军 曹俊俊 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2011年第2期203-210,共8页
A new formula is obtained to calculate dynamic stress intensity factors of the three-point bending specimen containing a single edge crack in this study. Firstly, the weight function for three-point bending specimen c... A new formula is obtained to calculate dynamic stress intensity factors of the three-point bending specimen containing a single edge crack in this study. Firstly, the weight function for three-point bending specimen containing a single edge crack is derived from a general weight function form and two reference stress intensity factors, the coefficients of the weight function are given. Secondly, the history and distribution of dynamic stresses in uncracked three-point bending specimen are derived based on the vibration theory. Finally~ the dynamic stress intensity factors equations for three-pointing specimen with a single edge crack subjected to impact loadings are obtained by the weight function method. The obtained formula is verified by the comparison with the numerical results of the finite element method (FEM). Good agreements have been achieved. The law of dynamic stress intensity factors of the three-point bending specimen under impact loadings varing with crack depths and loading rates is studied. 展开更多
关键词 CRACK dynamic stress intensity factor weight function method three-pointbending specimen loading rate
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A Study on the Multi-Objective Optimization Method of Brackets in Ship Structures
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作者 LIU Fan HU Yu-meng +2 位作者 FENG Guo-qing ZHAO Wei-dong ZHANG Ming 《China Ocean Engineering》 SCIE EI CSCD 2022年第2期208-222,共15页
The shape and size optimization of brackets in hull structures was conducted to achieve the simultaneous reduction of mass and high stress,where the parametric finite element model was built based on Patran Command La... The shape and size optimization of brackets in hull structures was conducted to achieve the simultaneous reduction of mass and high stress,where the parametric finite element model was built based on Patran Command Language codes.The optimization procedure was executed on Isight platform,on which the linear dimensionless method was introduced to establish the weighted multi-objective function.The extreme processing method was applied and proved effective to normalize the objectives.The bracket was optimized under the typical single loads and design waves,accompanied by the different proportions of weights in the objective function,in which the safety factor function was further established,including yielding,buckling,and fatigue strength,and the weight minimization and safety maximization of the bracket were obtained.The findings of this study illustrate that the dimensionless objectives share equal contributions to the multi-objective function,which enhances the role of weights in the optimization. 展开更多
关键词 BRACKETS parametric finite element model multi-objective optimization extreme processing method safety factor function weighted multi-objective function
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Estimation of Site Effects on Stations in the Capital Circle Region Using the Generalized Inversion Method
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作者 Shi Haixia Xiu Jigang +2 位作者 Chen Zhangli Wang Qincai Hua Wei 《Earthquake Research in China》 2010年第2期198-210,共13页
Generalized Inversion Method has been used to estimate the spatial variation of site effects,using the digital data of SH-waves recorded by 63 stations in the Capital Circle Region of China from 2001 to 2006.We gained... Generalized Inversion Method has been used to estimate the spatial variation of site effects,using the digital data of SH-waves recorded by 63 stations in the Capital Circle Region of China from 2001 to 2006.We gained the site effects of all stations participating in the calculation.We found that the site effect of rock was stabile and about 1.0 from 1.0Hz to 10.0Hz,while the site effect of deposit was high in low frequencies,about 3 ~ 7 from 1.0Hz to 8.0Hz,and the site effect was protuberant at about 5.0Hz,then fell as the frequency increased.The result shows the shape and intensity of station site effects are mainly influenced by the lithology below the station,and possibly also by the local geological structure. 展开更多
关键词 Capital Circle Region Site effects Generalized inversion method SH-wave weighting factor
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南京都市圈城市洪涝韧性时空演化与障碍因素分析 被引量:2
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作者 宋兰兰 沈懿 +2 位作者 陈星 张其成 许钦 《安全与环境学报》 北大核心 2025年第2期646-655,共10页
适应城市化进程加速与气候变化,提高抵御洪涝灾害的能力是可持续发展的必由之路。从韧性视角出发,构建基于“自然-经济-社会-基础设施”的洪涝韧性评估框架,运用组合赋权-逼近理想解排序模型(Technique for Order Preference by Similar... 适应城市化进程加速与气候变化,提高抵御洪涝灾害的能力是可持续发展的必由之路。从韧性视角出发,构建基于“自然-经济-社会-基础设施”的洪涝韧性评估框架,运用组合赋权-逼近理想解排序模型(Technique for Order Preference by Similarity to the Ideal Solution,TOPSIS)评估2007—2022年南京都市圈城市洪涝韧性水平,并利用障碍度模型诊断抑制洪涝韧性提升的主要因素。结果表明:(1)都市圈城市洪涝韧性呈上升趋势,从较低水平转变为中等水平;(2)洪涝韧性空间分布呈现以南京为核心、向四周辐射递减的“中心-外围”特征;(3)研究时段末南京都市圈洪涝韧性的关键限制因素有河流调蓄能力、人口脆弱度、政府财政情况,植被覆盖率为部分城市潜在障碍因素。研究可为南京都市圈完善洪涝灾害防治体系、提升洪涝韧性提供参考。 展开更多
关键词 公共安全 洪涝韧性 组合赋权法 时空演化 障碍度 南京都市圈
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基于指标收缩法和改进因子分析法的学术期刊综合评价研究 被引量:2
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作者 王鑫 王伟明 +1 位作者 黄诗怡 易华 《情报理论与实践》 北大核心 2025年第3期92-98,共7页
[目的/意义]在学术期刊综合评价问题中,客观准确地测度评价指标权重和获取学术期刊排名具有重要意义。为此,提出了一种基于指标收缩法和改进因子分析法的学术期刊综合评价模型。[方法/过程]依据指标的变化对改进因子分析法学术期刊评价... [目的/意义]在学术期刊综合评价问题中,客观准确地测度评价指标权重和获取学术期刊排名具有重要意义。为此,提出了一种基于指标收缩法和改进因子分析法的学术期刊综合评价模型。[方法/过程]依据指标的变化对改进因子分析法学术期刊评价结果产生的影响,定义了指标收缩法,在此基础上进行评价指标权重的测度和学术期刊排名的获取。[结果/结论]选取2018年的40种中文图书情报类期刊进行实证分析,研究表明,指标收缩法是一种有效的评价指标权重测度方法,并且新模型能够得到较为客观公正的学术期刊排名。 展开更多
关键词 学术期刊 期刊评价 指标权重 指标收缩法 因子分析法
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基于因子分析与熵权法的山区双车道公路驾驶视觉负荷研究 被引量:1
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作者 孟云伟 王磊 +3 位作者 李智鹏 李斌斌 青光焱 刘中帅 《交通运输系统工程与信息》 北大核心 2025年第4期361-372,共12页
为探究山区双车道公路的平纵线形对驾驶视觉负荷的影响规律,选取28名被试驾驶人,开展自然流状态下的山区双车道公路实车试验。利用Dikablis眼镜式眼动仪和CTM-8A非接触式多功能测速仪,采集被试驾驶人的视觉响应值和车速值,并对数据进行... 为探究山区双车道公路的平纵线形对驾驶视觉负荷的影响规律,选取28名被试驾驶人,开展自然流状态下的山区双车道公路实车试验。利用Dikablis眼镜式眼动仪和CTM-8A非接触式多功能测速仪,采集被试驾驶人的视觉响应值和车速值,并对数据进行有效性检验。针对不同纵坡值、平曲线半径及弯坡组合路段,以被试驾驶人的瞳孔面积变化率、注视持续时间和眨眼频率作为驾驶视觉负荷的指标,定量分析线形条件对驾驶视觉负荷的影响,采用因子分析法与熵权法构建驾驶视觉负荷模型,并基于聚类算法确定驾驶视觉负荷阈值,划分驾驶视觉负荷等级。研究表明:在纵坡1.50%~6.00%的路段,瞳孔面积变化率、注视持续时间和眨眼频率与纵坡坡度呈正相关和负相关关系;相同纵坡下,下坡路段的瞳孔面积变化率高于上坡路段;驾驶人视觉负荷与平曲线半径呈负相关,小半径路段主要受视野限制影响,随着平曲线半径的增大,驾驶人瞳孔面积变化率和注视持续时间呈减小趋势,眨眼频率逐渐增大;驾驶视觉负荷可分为低、中和高这3个等级;当弯坡组合指数小于23.4%·km~(-1)时,驾驶视觉负荷可保持在中等等级以上。研究结果将为山区公路的安全状况改善及提升舒适性提供理论依据。 展开更多
关键词 交通工程 驾驶视觉负荷 实车试验 山区双车道公路 因子分析与熵权法 弯坡组合
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我国未来产业发展水平测度、动态演进及障碍因子识别
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作者 胡苗 吴旭辉 鲁雪峰 《统计与决策》 北大核心 2025年第16期84-89,共6页
文章基于2010—2022年我国30个省份的面板数据,用加入时间变量的熵权法测算未来产业发展水平,用核密度估计法、空间自相关模型、障碍度模型分析我国未来产业发展水平的动态演进特征及障碍因子。研究结果显示,尽管未来产业发展水平逐年提... 文章基于2010—2022年我国30个省份的面板数据,用加入时间变量的熵权法测算未来产业发展水平,用核密度估计法、空间自相关模型、障碍度模型分析我国未来产业发展水平的动态演进特征及障碍因子。研究结果显示,尽管未来产业发展水平逐年提升,但仍存在显著的梯度分布特征,且其主要依靠产业成长能力来带动。南方地区未来产业整体发展水平和子维度发展水平均领先于北方地区,且在南北方地区均存在明显的区域内差异和两极分化问题。我国未来产业存在明显的正向空间集聚特征,且带动效应与虹吸效应并存。产业成长能力和创新生态支持能力是影响未来产业发展的主要障碍因子,对应的主要障碍因子指标有产业结构升级、工业机器人渗透率、研发经费投入强度,但障碍因子在南北方地区存在差异。 展开更多
关键词 未来产业 核密度 熵权法 障碍因子
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基于趋肤深度加权的横向约束拟二维反演在广域电磁法中的应用
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作者 肖晓 李银航 +1 位作者 汤井田 刘寄仁 《地球物理学进展》 北大核心 2025年第5期2114-2122,共9页
广域电磁法是中深部矿产勘探的重要手段,本文针对广域电磁法数据特点,提出了一种基于趋肤深度加权的横向约束拟二维反演算法(SD-WLCI).通过两个二维理论模型证明了该算法能够有效改善广域电磁法中深部反演结果在横向上的连续性,提高层... 广域电磁法是中深部矿产勘探的重要手段,本文针对广域电磁法数据特点,提出了一种基于趋肤深度加权的横向约束拟二维反演算法(SD-WLCI).通过两个二维理论模型证明了该算法能够有效改善广域电磁法中深部反演结果在横向上的连续性,提高层分界面的分辨率.除此之外,本文还详细比较了三种正则化因子搜索方法(线性搜索法、冷却法、自适应正则化因子法)对于此算法的影响,结果表明,在所对比的范围内,线性搜索法在工作效率和稳定性两方面均优于其他两种方法.最后,本文将基于趋肤深度加权的横向约束反演算法应用于铜陵冬瓜山某矿区实测的广域电磁法数据反演,反演结果与实际地质情况吻合度高,为后续中深部矿产预测和钻孔选址提供了可靠的地球物理依据,并通过与传统的横向约束反演结果进行对比,证明了该算法在广域电磁法实测数据反演中的实用性与必要性. 展开更多
关键词 广域电磁法 横向约束 趋肤深度加权 正则化因子 实测数据反演
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