Fuzzy Sets and Systems最新文献

筛选
英文 中文
The general algebraic solution of dual fuzzy linear systems and fuzzy Stein matrix equations 对偶模糊线性系统和模糊斯坦因矩阵方程的一般代数解法
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-05-06 DOI: 10.1016/j.fss.2024.108997
Đorđe Dragić, Biljana Mihailović, Ljubo Nedović
{"title":"The general algebraic solution of dual fuzzy linear systems and fuzzy Stein matrix equations","authors":"Đorđe Dragić,&nbsp;Biljana Mihailović,&nbsp;Ljubo Nedović","doi":"10.1016/j.fss.2024.108997","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108997","url":null,"abstract":"<div><p>In this paper, we present a new method for solving a dual fuzzy linear system (DFLS), <span><math><mi>A</mi><mover><mrow><mi>X</mi></mrow><mrow><mo>˜</mo></mrow></mover><mo>+</mo><mover><mrow><mi>C</mi></mrow><mrow><mo>˜</mo></mrow></mover><mo>=</mo><mi>B</mi><mover><mrow><mi>X</mi></mrow><mrow><mo>˜</mo></mrow></mover><mo>+</mo><mover><mrow><mi>D</mi></mrow><mrow><mo>˜</mo></mrow></mover></math></span>, where the coefficient matrices <em>A</em> and <em>B</em> are arbitrary real <span><math><mi>m</mi><mo>×</mo><mi>n</mi></math></span> matrices and <span><math><mover><mrow><mi>C</mi></mrow><mrow><mo>˜</mo></mrow></mover></math></span> and <span><math><mover><mrow><mi>D</mi></mrow><mrow><mo>˜</mo></mrow></mover></math></span> are given fuzzy number vectors. A necessary and sufficient condition for the <span><math><mi>R</mi></math></span>-consistency of the associated system of linear equations is obtained. The straightforward method for solving <span><math><mi>m</mi><mo>×</mo><mi>n</mi></math></span> DFLS based on an arbitrary {1}-inverse of <span><math><mi>A</mi><mo>−</mo><mi>B</mi></math></span> is introduced. Also, as an application, we present the first algorithm for solving the fuzzy Stein matrix equations, based on {1}-inverses. Finally, these results are illustrated by examples.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140905476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Radon-Nikodym theorem for monotone measures 单调度量的拉顿-尼科迪姆定理
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-05-03 DOI: 10.1016/j.fss.2024.108995
Yao Ouyang , Jun Li
{"title":"A Radon-Nikodym theorem for monotone measures","authors":"Yao Ouyang ,&nbsp;Jun Li","doi":"10.1016/j.fss.2024.108995","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108995","url":null,"abstract":"<div><p>A version of Radon-Nikodym theorem for the Choquet integral w.r.t. monotone measures is proved. Without any presumptive condition, we obtain a necessary and sufficient condition for the ordered pair <span><math><mo>(</mo><mi>μ</mi><mo>,</mo><mi>ν</mi><mo>)</mo></math></span> of finite monotone measures to have the so-called Radon-Nikodym property related to a nonnegative measurable function <em>f</em>. If <em>ν</em> is null-continuous and weakly null-additive, then <em>f</em> is uniquely determined almost everywhere by <em>ν</em> and thus is called the Radon-Nikodym derivative of <em>μ</em> w.r.t. <em>ν</em>. For <em>σ</em>-finite monotone measures, a Radon-Nikodym type theorem is also obtained under the assumption that the monotone measures are lower continuous and null-additive.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140843661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dissipative control for quaternion-valued fuzzy memristive neural networks: Nonlinear scalarization approach 四元值模糊记忆神经网络的耗散控制:非线性标量化方法
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-05-03 DOI: 10.1016/j.fss.2024.108996
Hongzhi Wei , Hongjun Zhou , Ruoxia Li , Ning Li
{"title":"Dissipative control for quaternion-valued fuzzy memristive neural networks: Nonlinear scalarization approach","authors":"Hongzhi Wei ,&nbsp;Hongjun Zhou ,&nbsp;Ruoxia Li ,&nbsp;Ning Li","doi":"10.1016/j.fss.2024.108996","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108996","url":null,"abstract":"<div><p>This paper deals with the dissipative control for a class of quaternion-valued fuzzy memristive neural networks. By constructing proper Lyapunov functionals and using adaptive controller, the strictly <span><math><mo>(</mo><mi>Q</mi><mo>,</mo><mi>S</mi><mo>,</mo><mi>R</mi><mo>)</mo></math></span>-dissipative are characterized parametrically. Then, based on the algebraic inequality and linear matrix inequality (LMI) approach, sufficient conditions for the existence of the dissipative controllers are obtained. In addition, the nonlinear scalarization approach is developed, which can be employed to compare the “size” of two different quaternions, in this way, the convex closure proposed by the quaternion weights are meaningful. Finally, simulation examples are given to show the efficiency of the proposed methods.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140842874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the representation of internal uninorms on a bounded lattice 论有界晶格上内部非矩形的表示
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-30 DOI: 10.1016/j.fss.2024.108994
Yao Ouyang , Hua-Peng Zhang , Zhudeng Wang , Bernard De Baets
{"title":"On the representation of internal uninorms on a bounded lattice","authors":"Yao Ouyang ,&nbsp;Hua-Peng Zhang ,&nbsp;Zhudeng Wang ,&nbsp;Bernard De Baets","doi":"10.1016/j.fss.2024.108994","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108994","url":null,"abstract":"<div><p>Internal uninorms on a bounded lattice always output one of the two input values and are nothing else but idempotent uninorms when the lattice is a chain. In this paper, we study the existence and representation of internal uninorms with a given neutral element <em>e</em> on a bounded lattice. We obtain a necessary condition for the existence of such an internal uninorm. In the case that those elements that are incomparable with the neutral element (collected in the set <span><math><msub><mrow><mi>I</mi></mrow><mrow><mi>e</mi></mrow></msub></math></span>) constitute a chain, we prove that this necessary condition also becomes a sufficient one and allows to represent any internal uninorm on a bounded lattice in terms of an internal uninorm on the bounded chain obtained by deleting <span><math><msub><mrow><mi>I</mi></mrow><mrow><mi>e</mi></mrow></msub></math></span> from the lattice and an internal quasi-uninorm on <span><math><msub><mrow><mi>I</mi></mrow><mrow><mi>e</mi></mrow></msub></math></span> connected via a family of lower sets and a family of upper sets indexed by <span><math><msub><mrow><mi>I</mi></mrow><mrow><mi>e</mi></mrow></msub></math></span>.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140822315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fuzzy three-way rule learning and its classification methods 模糊三向规则学习及其分类方法
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-30 DOI: 10.1016/j.fss.2024.108993
Mingjie Cai , Mingzhe Yan , Zhenhua Jia
{"title":"Fuzzy three-way rule learning and its classification methods","authors":"Mingjie Cai ,&nbsp;Mingzhe Yan ,&nbsp;Zhenhua Jia","doi":"10.1016/j.fss.2024.108993","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108993","url":null,"abstract":"<div><p>Rules play a crucial role in classification tasks, driving the advancement of artificial intelligence. However, how to improve the interpretability of extracted rules while ensuring the performance of classification tasks is always a challenge, owing to the diversity of data types. Since three-way decision rules derive and explain from positive and negative aspects and provide more detailed information than general rules, this article explores fuzzy three-way rule learning from the perspective of two-way granular reduct by taking the FCA-based granular computing method as a framework. Specifically, we first present the object-induced fuzzy three-way granular rules and the object-induced two-way fuzzy three-way rules. Then, the fuzzy three-way rule-based dynamic updating method (FTRDUM) and the weight-based voting method are proposed to improve the classification performance. Finally, to illustrate the effectiveness of FTRDUM, some numerical experiments are conducted. The results show the superiority of the proposed algorithm in classification accuracy.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140822317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finite determinization of fuzzy automata using a parametric product-based t-norm 使用基于参数乘积的 t 准则对模糊自动机进行有限确定
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-26 DOI: 10.1016/j.fss.2024.108990
Ivana Micić , Stefan Stanimirović , José Ramón González de Mendívil , Miroslav Ćirić , Zorana Jančić
{"title":"Finite determinization of fuzzy automata using a parametric product-based t-norm","authors":"Ivana Micić ,&nbsp;Stefan Stanimirović ,&nbsp;José Ramón González de Mendívil ,&nbsp;Miroslav Ćirić ,&nbsp;Zorana Jančić","doi":"10.1016/j.fss.2024.108990","DOIUrl":"10.1016/j.fss.2024.108990","url":null,"abstract":"<div><p>This paper presents a novel approach for the approximate determinization of fuzzy automata over the product structure. We introduce the parametric modification of the product t-norm in the pre-determinization setting. On the one hand, the behavior of a fuzzy automaton over the parametric t-norm differs from the behavior of the fuzzy automaton over the product t-norm only in words with a degree of acceptance below the given parameter. However, using the parametric t-norm, we obtain an algorithm that outputs a finite minimal deterministic fuzzy automaton whose behavior differs from the starting fuzzy automaton described above. By setting the parameter to a sufficiently small value, the proposed algorithm provides a deterministic fuzzy automaton with behavior that differs insignificantly from the starting fuzzy automaton, as the difference is achieved only for words accepted by the starting fuzzy automaton with an insignificant value. As a tradeoff, the proposed approach provides finite determinization, even when all other determinization methods would result in an infinite deterministic automaton. We support this fact with an illustrative example.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140931042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Projection depth and Lr-type depths for fuzzy random variables 模糊随机变量的投影深度和 Lr 型深度
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-26 DOI: 10.1016/j.fss.2024.108991
Luis González-de la Fuente , Alicia Nieto-Reyes , Pedro Terán
{"title":"Projection depth and Lr-type depths for fuzzy random variables","authors":"Luis González-de la Fuente ,&nbsp;Alicia Nieto-Reyes ,&nbsp;Pedro Terán","doi":"10.1016/j.fss.2024.108991","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108991","url":null,"abstract":"<div><p>Statistical depth functions are a standard tool in nonparametric statistics to extend order-based univariate methods to the multivariate setting. Since there is no universally accepted total order for fuzzy data (even in the univariate case) and there is a lack of parametric models, a fuzzy extension of depth-based methods is very interesting. In this paper, we adapt the multivariate depths projection depth and <span><math><msup><mrow><mi>L</mi></mrow><mrow><mi>r</mi></mrow></msup></math></span>-type depth functions to the fuzzy setting, proposing different generalizations for the <span><math><msup><mrow><mi>L</mi></mrow><mrow><mi>r</mi></mrow></msup></math></span>-type depths. We prove that the proposed fuzzy depth functions have very good properties, obtaining that the fuzzy projection depth is the second example in the literature to satisfy simultaneously the notion of semilinear and of geometric depth. This implies that the fuzzy projection depth is extremely well behave, to order fuzzy sets with respect to fuzzy random variables. Furthermore, we illustrate the good empirical behavior of the proposed fuzzy depth functions with a real data example of trapezoidal fuzzy sets and the used of fuzzy depths in depth-based classification procedures. Finally, as trapezoidal fuzzy sets can be represented by elements of <span><math><msup><mrow><mi>R</mi></mrow><mrow><mn>4</mn></mrow></msup></math></span>, we justify our proposals by also showing empirically the superiority of the fuzzy depths over the multivariate projection depth applied to fuzzy sets.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0165011424001374/pdfft?md5=70025cc44ef4b8f167f43710d841cf19&pid=1-s2.0-S0165011424001374-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140813498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On fuzzy order in fuzzy sets based on t-norm fuzzy arithmetic 基于t-规范模糊运算的模糊集合中的模糊秩
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-26 DOI: 10.1016/j.fss.2024.108992
Michał K. Urbański , Dominika Krawczyk , Kinga M. Wójcicka , Paweł M. Wójcicki
{"title":"On fuzzy order in fuzzy sets based on t-norm fuzzy arithmetic","authors":"Michał K. Urbański ,&nbsp;Dominika Krawczyk ,&nbsp;Kinga M. Wójcicka ,&nbsp;Paweł M. Wójcicki","doi":"10.1016/j.fss.2024.108992","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108992","url":null,"abstract":"<div><p>In this paper we study some fuzzy order in fuzzy sets based on t-norm fuzzy arithmetic. The definition of the order comes from the extension principle for interval order: <span><math><mi>a</mi><mo>&gt;</mo><mi>b</mi></math></span> iff <span><math><mi>a</mi><mo>−</mo><mi>b</mi><mo>&gt;</mo><mn>0</mn></math></span> and from measurement sciences. In measurement sciences the order is given by a comparator whose operation is based on empirical determination of the difference of two input signals. Fuzzy comparison based on fuzzy sets subtraction is considered as an extension of substraction operation, namely a fuzzy set <em>B</em> is greater than a fuzzy set <em>A</em> if <span><math><mi>B</mi><mo>−</mo><mi>A</mi></math></span> is greater than zero in fuzzy arithmetic. In the paper we show that this fuzzy order is irreflexive, transitive, asymmetric and compact, subhomothetic, Archimedean and semi-Ferrers. Our idea refers to the work of M. K. Urbański (Modeling the measurement in algebraic fuzzy structures, Warsaw 2003, in polish) and to the fundamental problems in the measurement theory.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140813499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On Stonean triangle algebras 关于斯通安三角代数
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-25 DOI: 10.1016/j.fss.2024.108989
Saeide Zahiri , Arsham Borumand Saeid
{"title":"On Stonean triangle algebras","authors":"Saeide Zahiri ,&nbsp;Arsham Borumand Saeid","doi":"10.1016/j.fss.2024.108989","DOIUrl":"10.1016/j.fss.2024.108989","url":null,"abstract":"<div><p>We introduce the notion of Stonean triangle algebra and consider it in details and give the relationships between Stonean triangle algebra and some of algebraic structures such as Gödel-triangle algebras. The notion of <em>L</em>-IVRL(Interval Valued Residuated Lattice)-filters has been defined and some classes of IVRL-filters have been studied. Then, we consider the relationship between these filters and Gödel-triangle algebras. In addition, Stonean IVRL-filters of triangle algebras studied in two view. In addition, IVRL-extended Stonean filter and Stonean IVRL-filters have been defined, by introducing these IVRL-filters on Stonean triangle algebras, we characterize classes of Stonean triangle algebras. Finally, the relationships among these types of IVRL-filters have been investigated.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140759661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A relation algebraic approach to universal integrals 普遍积分的关系代数方法
IF 3.9 1区 数学
Fuzzy Sets and Systems Pub Date : 2024-04-23 DOI: 10.1016/j.fss.2024.108987
Michael Winter
{"title":"A relation algebraic approach to universal integrals","authors":"Michael Winter","doi":"10.1016/j.fss.2024.108987","DOIUrl":"https://doi.org/10.1016/j.fss.2024.108987","url":null,"abstract":"<div><p>In a series of papers Klement et al. investigated discrete integrals such as the Choquet and Sugeno integral and their axiomatization. As part of their study they showed that universal integrals are based on semicopulas, and they provided lower and upper bounds of the integral operations based on a given semicopula. These real-valued resp. unit interval valued integrals can be considered as proper aggregation tool in the context of fuzzy sets. The aim of the current paper is to generalize this approach to so-called <em>L</em>-fuzzy sets and relations, i.e., fuzzy sets and relations that use an arbitrary Heyting algebra <em>L</em> as membership degree instead of the unit interval. Furthermore, we present the theory within arrow categories, i.e., we abstract from concrete sets and relations and work within a suitable algebraic framework. The current paper also shows that the results of the previous work can be proven without referring to the real numbers and specific measures such as the Lebesque measure and the induced measurable spaces.</p></div>","PeriodicalId":55130,"journal":{"name":"Fuzzy Sets and Systems","volume":null,"pages":null},"PeriodicalIF":3.9,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140650387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信