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A Unified Parametric Divergence Operator for Fermatean Fuzzy Environment and Its Applications in Machine Learning and Intelligent Decision-Making
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作者 Zhe Liu Sijia Zhu +5 位作者 Yulong Huang Tapan Senapati Xiangyu Li Wulfran Fendzi Mbasso Himanshu Dhumras Mehdi Hosseinzadeh 《Computer Modeling in Engineering & Sciences》 2025年第11期2157-2188,共32页
Uncertainty and ambiguity are pervasive in real-world intelligent systems,necessitating advanced mathematical frameworks for effective modeling and analysis.Fermatean fuzzy sets(FFSs),as a recent extension of classica... Uncertainty and ambiguity are pervasive in real-world intelligent systems,necessitating advanced mathematical frameworks for effective modeling and analysis.Fermatean fuzzy sets(FFSs),as a recent extension of classical fuzzy theory,provide enhanced flexibility for representing complex uncertainty.In this paper,we propose a unified parametric divergence operator for FFSs,which comprehensively captures the interplay among membership,nonmembership,and hesitation degrees.The proposed operator is rigorously analyzed with respect to key mathematical properties,including non-negativity,non-degeneracy,and symmetry.Notably,several well-known divergence operators,such as Jensen-Shannon divergence,Hellinger distance,andχ2-divergence,are shown to be special cases within our unified framework.Extensive experiments on pattern classification,hierarchical clustering,and multiattribute decision-making tasks demonstrate the competitive performance and stability of the proposed operator.These results confirm both the theoretical significance and practical value of our method for advanced fuzzy information processing in machine learning and intelligent decision-making. 展开更多
关键词 Fermatean fuzzy sets divergence operator pattern classification hierarchical clustering multiattribute decision-making
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Fractional integration associated with second order divergence operators on R^n 被引量:3
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作者 邓东皋 颜立新 《Science China Mathematics》 SCIE 2003年第3期355-363,共9页
The classical Hardy-Littlewood-Sobolev theorems for Riesz potentials (?Δ)?α/2 are extended to the generalised fractional integrals L –α/2 for 0 < α < n, where L=?div A? is a uniformly complex elliptic opera... The classical Hardy-Littlewood-Sobolev theorems for Riesz potentials (?Δ)?α/2 are extended to the generalised fractional integrals L –α/2 for 0 < α < n, where L=?div A? is a uniformly complex elliptic operator with bounded measurable coefficients in ?n. 展开更多
关键词 fractional integral second order divergence operator SEMIGROUP Hardy- Littlewood- Sobolev theorem
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Estimates for the Lower Order Eigenvalues of Elliptic Operators in Weighted Divergence Form 被引量:2
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作者 Yanli LI Feng DU 《Journal of Mathematical Research with Applications》 CSCD 2017年第3期307-316,共10页
In this paper, we firstly give a general inequality for the lower order eigenvalues of elliptic operators in weighted divergence form on compact smooth metric measure spaces with boundary(possibly empty). Then using... In this paper, we firstly give a general inequality for the lower order eigenvalues of elliptic operators in weighted divergence form on compact smooth metric measure spaces with boundary(possibly empty). Then using this general inequality, we get some universal inequalities for the lower order eigenvalues of elliptic operators in weighted divergence form on a connected bounded domain in the smooth metric measure spaces. 展开更多
关键词 universal inequalities drifting Laplacian elliptic operators in weighted divergence form smooth metric measure space
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Inequalities for Eigenvalues of a System of Equations of Elliptic Operator in Weighted Divergence Form on Metric Measure Space 被引量:1
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作者 He Jun SUN Da Guang CHEN Xu Yong JIANG 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2020年第8期903-916,共14页
Let A be a symmetric and positive definite(1,1)tensor on a bounded domain Ω in an ndimensional metric measure space(R^n,<,>,e^-φdv).In this paper,we investigate the Dirichlet eigenvalue problem of a system of ... Let A be a symmetric and positive definite(1,1)tensor on a bounded domain Ω in an ndimensional metric measure space(R^n,<,>,e^-φdv).In this paper,we investigate the Dirichlet eigenvalue problem of a system of equations of elliptic operators in weighted divergence form{LA,φu+α▽(divu)-▽φdivu]=-su,inΩ,u∣aΩ=0,where LA,φ=div(A▽(·))-(A▽φ,▽(·)),α is a nonnegative constant and u is a vector-valued function.Some universal inequalities for eigenvalues of this problem are established.Moreover,as applications of these results,we give some estimates for the upper bound of sk+1 and the gap of sk+1-sk in terms of the first k eigenvalues.Our results contain some results for the Lam′e system and a system of equations of the drifting Laplacian. 展开更多
关键词 EIGENVALUE INEQUALITY elliptic operator in weighted divergence form metric measure space
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Multiple Solutions for p-Laplacian Type Equations
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作者 CHEN Zi-gao 《Chinese Quarterly Journal of Mathematics》 CSCD 2014年第3期335-343,共9页
We establish the existence and multiplicity of weak solutions for equations which involve a uniformly convex elliptic operator in divergence form(in particular, a p-Laplacian operator), while the nonlinearity has a(p-... We establish the existence and multiplicity of weak solutions for equations which involve a uniformly convex elliptic operator in divergence form(in particular, a p-Laplacian operator), while the nonlinearity has a(p- 1)-superlinear growth at infinity. Our result completes and extends the relevant results of recent papers. The argument in the proof of our main result relies on the Z2-symmetric version of mountain pass lemma. 展开更多
关键词 variational method uniformly convex divergence type operator symmetric mountain pass lemma
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Smoothness of the Functional Law Generated by a Nonlinear SPDE
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作者 Marta SANZ-SOL Paul MALLIAVIN 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2008年第2期113-120,共8页
The authors consider a stochastic heat equation in dimension d=1 driven by an additive space time white noise and having a mild nonlinearity.It is proved that the functional law of its solution is absolutely continuou... The authors consider a stochastic heat equation in dimension d=1 driven by an additive space time white noise and having a mild nonlinearity.It is proved that the functional law of its solution is absolutely continuous and possesses a smooth density with respect to the functional law of the corresponding linear SPDE. 展开更多
关键词 Stochastic heat equation Probability law Absolute continuity divergence operator Gradient operator
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Classification of Positive Solutions to a Divergent Equation on the Upper Half Space
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作者 Jin Ge YAO Jing Bo DOU 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2022年第3期499-509,共11页
In this paper we classify the positive solutions of the divergent equation with Neumann boundary on the upper half space{-div(t^(α)∇u)=t^(β)f(u),(y,t)∈R^(n+1)_(+),lim t→0^(+)t^(α)■u/■t=0 by the method of moving... In this paper we classify the positive solutions of the divergent equation with Neumann boundary on the upper half space{-div(t^(α)∇u)=t^(β)f(u),(y,t)∈R^(n+1)_(+),lim t→0^(+)t^(α)■u/■t=0 by the method of moving spheres and Kelvin transformations,where n≥1,α>0,β>−1,n−1/n+1β≤α<β+2,and f:(0,∞)→(0,∞)is non-negative continuous function satisfying some conditions.This equation arises from a weighed Sobolev inequality involving divergent operator div(t^(α)∇u)on the upper half space. 展开更多
关键词 Divergent operator Liouville theorem Neumann boundary method of moving spheres Kelvin transformation
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