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A Synergistic Multi-Attribute Decision-Making Method for Educational Institutions Evaluation Using Similarity Measures of Possibility Pythagorean Fuzzy Hypersoft Sets
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作者 Khuram Ali Khan Saba Mubeen Ishfaq +1 位作者 Atiqe Ur Rahman Salwa El-Morsy 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期501-530,共30页
Due to the numerous variables to take into account as well as the inherent ambiguity and uncertainty,evaluating educational institutions can be difficult.The concept of a possibility Pythagorean fuzzy hypersoft set(pP... Due to the numerous variables to take into account as well as the inherent ambiguity and uncertainty,evaluating educational institutions can be difficult.The concept of a possibility Pythagorean fuzzy hypersoft set(pPyFHSS)is more flexible in this regard than other theoretical fuzzy set-like models,even though some attempts have been made in the literature to address such uncertainties.This study investigates the elementary notions of pPyFHSS including its set-theoretic operations union,intersection,complement,OR-and AND-operations.Some results related to these operations are also modified for pPyFHSS.Additionally,the similarity measures between pPyFHSSs are formulated with the assistance of numerical examples and results.Lastly,an intelligent decision-assisted mechanism is developed with the proposal of a robust algorithm based on similarity measures for solving multi-attribute decision-making(MADM)problems.A case study that helps the decision-makers assess the best educational institution is discussed to validate the suggested system.The algorithmic results are compared with the most pertinent model to evaluate the adaptability of pPyFHSS,as it generalizes the classical possibility fuzzy set-like theoretical models.Similarly,while considering significant evaluating factors,the flexibility of pPyFHSS is observed through structural comparison. 展开更多
关键词 Hypersoft set Pythagorean fuzzy hypersoft set computational complexity multi-attribute decision-making optimization similarity measures uncertainty
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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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Sine Trigonometry Operational Laws for Complex Neutrosophic Sets and Their Aggregation Operators in Material Selection
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作者 D.Ajay J.Aldring +2 位作者 G.Rajchakit P.Hammachukiattikul N.Boonsatit 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第2期1033-1076,共44页
In this paper,sine trigonometry operational laws(ST-OLs)have been extended to neutrosophic sets(NSs)and the operations and functionality of these laws are studied.Then,extending these ST-OLs to complex neutrosophic se... In this paper,sine trigonometry operational laws(ST-OLs)have been extended to neutrosophic sets(NSs)and the operations and functionality of these laws are studied.Then,extending these ST-OLs to complex neutrosophic sets(CNSs)forms the core of thiswork.Some of themathematical properties are proved based on ST-OLs.Fundamental operations and the distance measures between complex neutrosophic numbers(CNNs)based on the ST-OLs are discussed with numerical illustrations.Further the arithmetic and geometric aggregation operators are established and their properties are verified with numerical data.The general properties of the developed sine trigonometry weighted averaging/geometric aggregation operators for CNNs(ST-WAAO-CNN&ST-WGAO-CNN)are proved.A decision making technique based on these operators has been developed with the help of unsupervised criteria weighting approach called Entropy-ST-OLs-CNDM(complex neutrosophic decision making)method.A case study for material selection has been chosen to demonstrate the ST-OLs of CNDM method.To check the validity of the proposed method,entropy based complex neutrosophic CODAS approach with ST-OLs has been executed numerically and a comparative analysis with the discussion of their outcomes has been conducted.The proposed approach proves to be salient and effective for decision making with complex information. 展开更多
关键词 complex neutrosophic sets(CNSs) sine trigonometric operational laws(ST-OLs) aggregation operator ENTROPY CODAS material selection decision making
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Strong Uniqueness of Best Approximations from RS-sets in Banach Spaces 被引量:1
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作者 何金苏 李冲 《Journal of Southeast University(English Edition)》 EI CAS 2001年第1期70-72,共3页
The problem of strong uniqueness of best approximation from an RS set in a Banach space is considered. For a fixed RS set G and an element x∈X , we proved that the best approximation g * to x from ... The problem of strong uniqueness of best approximation from an RS set in a Banach space is considered. For a fixed RS set G and an element x∈X , we proved that the best approximation g * to x from G is strongly unique. 展开更多
关键词 best approximation rs set strong uniqueness
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Vulnerability analysis for airport networks based on fuzzy soft sets: From the structural and functional perspective 被引量:8
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作者 Li Shanmei Xu Xiaohao 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2015年第3期780-788,共9页
Abstract Recently, much attention has been paid to the reliability and vulnerability of critical infrastructure. In air traffic systems, the vulnerability analysis for airport networks can be used to guide air traffic... Abstract Recently, much attention has been paid to the reliability and vulnerability of critical infrastructure. In air traffic systems, the vulnerability analysis for airport networks can be used to guide air traffic administrations in their prioritization of the maintenance and repair of airports, as well as to avoid unnecessary disturbances in the planning of flight schedules. In this paper, the evaluation methods of airport importance and network efficiency arc established. Firstly, the evaluation indices of airport importance are proposed from both the topological and functional perspectives. The topological characteristics come from the structure of airport network and the functional features stem from the traffic flow distribution taking place inside the network. Secondly, an integrated evaluation method based on fuzzy soft set theory is proposed to identify the key airports, which can fuse together importance indices over different time intervals. Thirdly, an airport network efficiency method is established for the purpose of assessing the accuracy of the evaluation method. Finally, empirical studies using real traffic data of US and China's airport networks show that the evaluation method proposed in this papcr is the most accuratc. Thc vulucrability of US and China's airport networks is compared. The similarities and differences between airport geography distribution and airport importance distribution are discussed here and the dynamics of airport importance is studied as well. 展开更多
关键词 Air traffic Airport network complex networkFuzzy soft sets Key node
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再论国家标准《功能、残疾、健康分类的康复组合评定》(ICF-RS)的临床践行
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作者 燕铁斌 章马兰 于佳妮 《中国康复》 2025年第3期131-134,共4页
本文系统阐述了国家标准《功能、残疾、健康分类的康复组合评定》(ICF-RS)的临床实践路径及研究成果。通过多中心研究验证,项目组开发了单人版和多人版ICF-RS评估工具,其中多人版由医生、护士、治疗师协作完成,显著缩短单次评估时间。同... 本文系统阐述了国家标准《功能、残疾、健康分类的康复组合评定》(ICF-RS)的临床实践路径及研究成果。通过多中心研究验证,项目组开发了单人版和多人版ICF-RS评估工具,其中多人版由医生、护士、治疗师协作完成,显著缩短单次评估时间。同时,基于Android系统研发的移动数据平台实现了ICF-RS评估的数字化管理,并通过神经网络算法构建功能维度预测模型,支持临床快速生成三类定制化报告(患者版、临床医生版、康复专业版)。规范化培训可提升评估一致性。ICF-RS已成功应用于重症康复、神经外科等多学科,部分省市正探索将其纳入医保支付体系作为医疗质控指标。作为ICD-11升级的重要配套工具,ICF-RS的全面推广将加速我国临床-康复一体化进程。 展开更多
关键词 ICF ICF-rs 功能残疾健康分类 康复组合评定 临床践行
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Generic reconstruction technology based on RST for multivariate time series of complex process industries 被引量:1
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作者 孔玲爽 阳春华 +2 位作者 李建奇 朱红求 王雅琳 《Journal of Central South University》 SCIE EI CAS 2012年第5期1311-1316,共6页
In order to effectively analyse the multivariate time series data of complex process,a generic reconstruction technology based on reduction theory of rough sets was proposed,Firstly,the phase space of multivariate tim... In order to effectively analyse the multivariate time series data of complex process,a generic reconstruction technology based on reduction theory of rough sets was proposed,Firstly,the phase space of multivariate time series was originally reconstructed by a classical reconstruction technology.Then,the original decision-table of rough set theory was set up according to the embedding dimensions and time-delays of the original reconstruction phase space,and the rough set reduction was used to delete the redundant dimensions and irrelevant variables and to reconstruct the generic phase space,Finally,the input vectors for the prediction of multivariate time series were extracted according to generic reconstruction results to identify the parameters of prediction model.Verification results show that the developed reconstruction method leads to better generalization ability for the prediction model and it is feasible and worthwhile for application. 展开更多
关键词 complex process industry prediction model multivariate time series rough sets
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Anomaly Detection of Complex Networks Based on Intuitionistic Fuzzy Set Ensemble 被引量:1
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作者 Jin-Fa Wang Xiao Liu +1 位作者 Hai Zhao Xing-Chi Chen 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第5期156-160,共5页
Ensemble learning for anomaly detection of data structured into a complex network has been barely studied due to the inconsistent performance of complex network characteristics and the lack of inherent objective funct... Ensemble learning for anomaly detection of data structured into a complex network has been barely studied due to the inconsistent performance of complex network characteristics and the lack of inherent objective function. We propose the intuitionistic fuzzy set(IFS)-based anomaly detection, a new two-phase ensemble method for anomaly detection based on IFS, and apply it to the abnormal behavior detection problem in temporal complex networks.Firstly, it constructs the IFS of a single network characteristic, which quantifies the degree of membership,non-membership and hesitation of each network characteristic to the defined linguistic variables so that makes the unuseful or noise characteristics become part of the detection. To build an objective intuitionistic fuzzy relationship, we propose a Gaussian distribution-based membership function which gives a variable hesitation degree. Then, for the fuzzification of multiple network characteristics, the intuitionistic fuzzy weighted geometric operator is adopted to fuse multiple IFSs and to avoid the inconsistence of multiple characteristics. Finally, the score function and precision function are used to sort the fused IFS. Finally, we carry out extensive experiments on several complex network datasets for anomaly detection, and the results demonstrate the superiority of our method to state-of-the-art approaches, validating the effectiveness of our method. 展开更多
关键词 NET IFS Anomaly Detection of complex Networks Based on Intuitionistic Fuzzy set Ensemble
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Interval-Valued Neutrosophic Soft Expert Set from Real Space to Complex Space
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作者 Faisal Al-Sharqi Abd Ghafur Ahmad Ashraf Al-Quran 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第7期267-293,共27页
A fuzzy system is a novel computing technique that accesses uncertain information by fuzzy representation.In the decision-making process,fuzzy system and soft computing are effective tools that are tolerant to impreci... A fuzzy system is a novel computing technique that accesses uncertain information by fuzzy representation.In the decision-making process,fuzzy system and soft computing are effective tools that are tolerant to imprecision,uncertainty,and partial truths.Evolutionary fuzzy systems have been developed with the appearance of interval fuzzy,dual fuzzy,hesitant fuzzy,neutrosophic,plithogenic representations,etc.Moreover,by capturing compound features and convey multi-dimensional data,complex numbers are utilized to generalize fuzzy and neutrosophic fuzzy sets.In this paper,a representation of neutrosophic soft expert systems based on the real and complex numbers in the interval form is proposed.The interval-valued neutrosophic soft expert set(I-VNSES)is defined,and the interval-valued complex neutrosophic soft expert set(I-VCNSES)is formally generalized from the concept of IVNSES.For both I-VNSES and I-VCNSES,we introduce the relevant basic theoretical operations and study their properties.Based on these new concepts,a generalized algorithm is proposed and applied to handle the imbedded indeterminacy in the two-dimensional interval data.The proposed algorithm is tested on the economic factors that affected the Malaysian economy in 2020 to see which ones are the most influential.Eventually,a comparison of three current approaches is used to back up this study. 展开更多
关键词 Interval-valued neutrosophic set complex neutrosophic set interval-valued complex neutrosophic set soft expert set decision making
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Analysis of TOPSIS techniques based on bipolar complex fuzzy N-soft setting and their applications in decision-making problems
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作者 Tahir Mahmood Ubaid ur Rehman +1 位作者 Zeeshan Ali Izatmand Haleemzai 《CAAI Transactions on Intelligence Technology》 SCIE EI 2023年第2期478-499,共22页
A novel model termed a bipolar complex fuzzy N-soft set(BCFN-SS)is initiated for tackling information that involves positive and negative aspects,the second dimension,and parameterised grading simultaneously.The theor... A novel model termed a bipolar complex fuzzy N-soft set(BCFN-SS)is initiated for tackling information that involves positive and negative aspects,the second dimension,and parameterised grading simultaneously.The theory of BCFN-SS is the generalisation of two various theories,that is,bipolar complex fuzzy(BCF)and N-SS.The invented model of BCFN-SS helps decision-makers to cope with the genuine-life dilemmas containing BCF information along with parameterised grading at the same time.Further,various algebraic operations,including the usual type of union,intersection,complements,and a few others types,are invented.Certain primary operational laws for BCFNSS are also invented.Moreover,a technique for order preference by similarity to the ideal solution(TOPSIS)approach is devised in the setting of BCFN-SS for managing strategic decision-making(DM)dilemmas containing BCFN-SS information.Keeping in mind the usefulness and benefits of the TOPSIS approach,two various types of TOPSIS approaches in the environment of BCFN-SS are devised and then a numerical example for exposing the usefulness of the devised TOPSIS approach is interpreted.To disclose the prominence and benefits of the devised work,the devised approaches with numerous prevailing work are compared. 展开更多
关键词 aggregation operators bipolar complex fuzzy N-soft sets decision-making similarity measures TOPSIS techniques
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Rare-earth and trace element imprints on the origin and tectonic setting of gabbro-diorite complex in the Pan-African belt of Southeast Obudu Plateau,Nigeria 被引量:1
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作者 Ukaegbu V.U. Beka F.T. 《Chinese Journal Of Geochemistry》 EI CAS 2009年第3期239-247,共9页
A gabbro-diorite plutonic complex from the Southeast Obudu Plateau, representing limited volumes of magma, was studied for its trace and rare-earth element characteristics, in an attempt to document its genetic and ge... A gabbro-diorite plutonic complex from the Southeast Obudu Plateau, representing limited volumes of magma, was studied for its trace and rare-earth element characteristics, in an attempt to document its genetic and geodynamic history. Geochemical studies indicate that the gabbro samples are characterized by variable concentrations and low averages of such index elements as Cr (40×10-6–200×10-6; av. 80×10-6), Ni (40×10-6–170×10-6; 53.33×10-6) and Zr (110×10-6–240×10-6; 116.67×10-6); variable and high averages of Rb (3×10-6–270×10-6; 80.67×10-6), Sr (181×10-6–1610×10-6; 628.17×10-6) and U (0.14×10-6–3.46×10-6; 1.51×10-6), and fairly uniform Co (34×10-6–49×10-6; 36.33×10-6) and Sc (23×10-6–39×10-6; 34.5×10-6), while the diorite samples exhibit higher trace element compositions. The range of REE contents and distinctive chondrite-normalized patterns indicate moderate fractionation with slight positive Eu anomaly in the diorites to very low fractionation with flat patterns and slight positive Eu anomaly in the gabbros. However, the general element systematics of the samples, especially LILE (Ba, Rb, Sr, Cs and Pb), HFSE (Zr, Th, U, Hf, Mo, W, Nb and Sn), relatively immobile elements (Zr, Ni, Cr) and REE, suggests a differentiation model, involving fractional crystallization of olivine and clinopyroxene from a partial melt generated beneath an island arc complex. A possible model for the complex is therefore an island arc setting, the development of which was dominated by calc-alkaline magmatism across the Obudu Plateau. 展开更多
关键词 构造环境 微量元素 尼日利亚 辉长岩 闪长岩 起源 高原 痕迹
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FINITE RANGE SET WITH TRUNCATED MULTIPLICITY FOR MEROMORPHIC FUNCTIONS ON SOME COMPLEX DISC
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作者 WANG Yu-ting CAO Hong-zhe 《数学杂志》 2024年第5期383-396,共14页
In this paper,we consider the truncated multiplicity finite range set problem of meromorphic functions on some complex disc.By using the value distribution theory of meromorphic functions,we establish a second main th... In this paper,we consider the truncated multiplicity finite range set problem of meromorphic functions on some complex disc.By using the value distribution theory of meromorphic functions,we establish a second main theorem for meromorphic functions with finite growth index which share meromorphic functions(may not be small functions).As its application,we also extend the result of a finite range set with truncated multiplicity. 展开更多
关键词 meromorphic functions finite growth index complex disc finite range set trun-cated multiplicity
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REACTION OF FERROCENOYL CHLORIDE WITH [Et_(?)NH] [μ-CO)(μ-RS)Fe_2(CO)_6]COMPLEXES SYNTHESIS AND STRUCTURE OF Fe_2(CO)_6COMPLEXES WITH BRIDGING FERROCENOYL LIGAND
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作者 Jin Ting LIU Xin SHENG Xia ZHONG Department of Chemistry, Shandong University, Jinan, 250100 《Chinese Chemical Letters》 SCIE CAS CSCD 1993年第11期1025-1028,共4页
Reaction of ferrocenoyl chloride with [Et;NH] [(μ-CO)(μ-RS) Fe;=(CO);] complexes gave bridging ferrocenoyl complexes(μ-FcCO)(μ-RS)Fe;(CO);(Fc=ferrocenyl, R=Et, i-Pr, n-Bu, t-Bu, Ph).The structures of all... Reaction of ferrocenoyl chloride with [Et;NH] [(μ-CO)(μ-RS) Fe;=(CO);] complexes gave bridging ferrocenoyl complexes(μ-FcCO)(μ-RS)Fe;(CO);(Fc=ferrocenyl, R=Et, i-Pr, n-Bu, t-Bu, Ph).The structures of all new complexes were characterised by;HNMR, IR and MS. 展开更多
关键词 FE complexES SYNTHESIS AND STRUCTURE OF Fe2 rs)Fe2 Et REACTION OF FERROCENOYL CHLORIDE WITH NH
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Geochemistry and Tectonic Settings of Felsic Dykes in the Neoproterozoic Nagar Parkar Igneous Complex, SE Sindh, Pakistan
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作者 Tahseenullah Khan Mamoru Murata +5 位作者 M.Qasim Jan Hafiz Ur Rehman Muhammad Zafar Hiroaki Ozawa Anwar Qadir Saqib Mehmood 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2016年第S1期124-,共1页
The Nagar Parkar complex consists of Neoproterozoic igneous and metamorphic rocks dissected by episodic mafic and felsic dykes.The latter can be classified broadly into porphyritic felsic dykes and aplitic felsic dyke... The Nagar Parkar complex consists of Neoproterozoic igneous and metamorphic rocks dissected by episodic mafic and felsic dykes.The latter can be classified broadly into porphyritic felsic dykes and aplitic felsic dykes(minor) 展开更多
关键词 SE Sindh Pakistan Geochemistry and Tectonic settings of Felsic Dykes in the Neoproterozoic Nagar Parkar Igneous complex
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The Preliminary Study of Problem Equation in Complex System Based on All Set Theory and Extenics
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作者 Zenan Zhou Guangjun Li Zhongxiong He 《通讯和计算机(中英文版)》 2006年第7期7-12,共6页
关键词 自扩充翻译程序 问题方程式 编译程序 计算机技术
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基于三阶段仿真法的AS/RS物流系统规划 被引量:2
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作者 赵宁 董绍华 +2 位作者 王国华 丁文英 冯爱兰 《北京科技大学学报》 EI CAS CSCD 北大核心 2007年第10期1054-1058,共5页
为了解决AS/RS系统规划不科学、不合理的问题,首先采用集合论来描述AS/RS系统,将AS/RS系统的指标量化并指出AS/RS规划目标的变化规律;然后将AS/RS的规划过程划分为初步设计、详细设计和运行三个阶段,针对各个阶段的特点提出适合各自的... 为了解决AS/RS系统规划不科学、不合理的问题,首先采用集合论来描述AS/RS系统,将AS/RS系统的指标量化并指出AS/RS规划目标的变化规律;然后将AS/RS的规划过程划分为初步设计、详细设计和运行三个阶段,针对各个阶段的特点提出适合各自的仿真方法,从而满足不同阶段的规划要求;在此基础上进一步建立了三阶段集成仿真平台,将三个阶段的规划数据和仿真数据有效集成起来,减少了数据冗余并提高工作效率,针对不同的要求选用了适合集成仿真平台的仿真软件.通过一个AS/RS规划实例证明了本方法的有效性. 展开更多
关键词 物流 自动化立体仓库 规划 仿真 集合论
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基于RS-IPA的煤矿突发事件应急救援能力评价 被引量:19
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作者 兰国辉 陈亚树 荀守奎 《中国安全科学学报》 CAS CSCD 北大核心 2020年第5期169-176,共8页
为增强煤矿突发事件应急救援能力,从事前检测、事中处置、事后恢复3个维度,构建煤矿突发事件应急救援能力评价体系;运用粗糙集(RS)计算与约简评价指标权重,引入服务管理中重要性-表现性分析(IPA),将评价结果显性化、可视化,提升评价结... 为增强煤矿突发事件应急救援能力,从事前检测、事中处置、事后恢复3个维度,构建煤矿突发事件应急救援能力评价体系;运用粗糙集(RS)计算与约简评价指标权重,引入服务管理中重要性-表现性分析(IPA),将评价结果显性化、可视化,提升评价结果的可展示性、易理解性。研究表明:基于RS-IPA的煤矿突发事件应急救援能力评价结果与企业实际救援水平一致,通过预警能力、救援水平、善后恢复能力等关键因素监测,可实现事前、事中、事后全方位管理,从而有效提高煤矿突发事件应急救援能力。 展开更多
关键词 煤矿 粗糙集(rs) 重要性-表现性分析(IPA) 突发事件 救援能力
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基于H-PPM的可见光通信系统RS编码性能分析 被引量:10
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作者 胡晓莉 王丽雪 +2 位作者 钱永杰 江杰 杜永兴 《应用光学》 CAS CSCD 北大核心 2017年第5期751-757,共7页
为了改善复杂交通环境下湍流信道的光强闪烁对信号的影响,研究了大气湍流光强闪烁的系统模型,并且针对PPM和DPIM等调制方法存在的问题,提出一种新型的无线光通信调制方法——头脉冲位置调制(head pulse position modulation,H-PPM)。根... 为了改善复杂交通环境下湍流信道的光强闪烁对信号的影响,研究了大气湍流光强闪烁的系统模型,并且针对PPM和DPIM等调制方法存在的问题,提出一种新型的无线光通信调制方法——头脉冲位置调制(head pulse position modulation,H-PPM)。根据湍流信道的特点,推导出基于H-PPM的可见光通信系统未编码时与RS(Reed-Solomon)码纠错后的误时隙率公式。数值仿真曲线证明,当系统误码率为10-10时,RS(15,7)纠错码可以提高约18dB的编码增益。由此可得,采取H-PPM调制和RS编码相结合可提高信号的质量,更有利于复杂交通环境下的可见光通信。 展开更多
关键词 复杂交通 大气湍流 H-PPM调制 rs编码 误码率
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矿区采空塌陷危险性预测的RS-SVM模型 被引量:8
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作者 温廷新 孙红娟 +2 位作者 徐波 邵良杉 章菲菲 《中国安全科学学报》 CAS CSCD 北大核心 2015年第10期16-21,共6页
为快速、准确地预测矿区采空塌陷的危险性,针对矿区采空塌陷预测的复杂非线性特点,在统计分析实测资料的基础上,选取7项指标作为初始特征指标,30组塌陷样本作为原始样本,其中,前17组为原始训练样本,后13组为测试样本;运用粗糙集(RS)理论... 为快速、准确地预测矿区采空塌陷的危险性,针对矿区采空塌陷预测的复杂非线性特点,在统计分析实测资料的基础上,选取7项指标作为初始特征指标,30组塌陷样本作为原始样本,其中,前17组为原始训练样本,后13组为测试样本;运用粗糙集(RS)理论,对原始训练样本进行对象约简和属性约简。将属性约简后的3项指标作为支持向量机(SVM)的输入向量,建立矿区采空塌陷危险性预测的RS-SVM模型。将对象约简后的7组样本作为训练样本,用于模型训练。采用回代估计法进行回检,误判率为0。利用训练好的模型对13组待评样本进行预测,并与贝叶斯、BP神经网络(BPNN)方法进行比较。结果表明,RS理论与SVM算法相结合,能降低属性维数,去除冗余样本,简化模型,该模型所得预测结果准确率为100%。 展开更多
关键词 采空区 塌陷危险性预测 粗糙集(rs)理论 支持向量机(SVM) 属性约简
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基于改进GA-RS的火焰图像特征自适应选择 被引量:4
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作者 胡燕 王慧琴 +1 位作者 黄东宇 马宗方 《计算机工程》 CAS CSCD 北大核心 2015年第8期186-189,共4页
针对已有固定火焰图像特征模式识别算法泛化能力较差,且误报率较高的问题,提出一种新的火焰图像特征自适应选择算法。根据特征约简的2大基本准则,将遗传优化引入到粗糙集的属性约简,使交叉和变异概率随个体的适应度值自适应调整,以保护... 针对已有固定火焰图像特征模式识别算法泛化能力较差,且误报率较高的问题,提出一种新的火焰图像特征自适应选择算法。根据特征约简的2大基本准则,将遗传优化引入到粗糙集的属性约简,使交叉和变异概率随个体的适应度值自适应调整,以保护较优并淘汰适应度值低的个体。通过动态修剪并补充新个体增加种群的多样性,从而提高遗传算法的全局寻优能力。实验结果表明,与基于支持向量机的图像型火灾探测算法相比,改进算法在降低特征空间维数的同时,火焰的平均识别率提高了16%。 展开更多
关键词 遗传算法 粗糙集 属性约简 全局寻优 适应度函数
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