Pub Date : 2024-07-11DOI: 10.1007/s13226-024-00631-2
Vijender Nallapu
The crux of the present paper is approximation of bivariate Lipschitz continuous functions by hidden variable fractal functions. We propose the construction of hidden variable fractal perturbation associated with a given bivariate Lipschitz continuous function defined on a rectangle (mathcal {D}) in the Euclidean space. This procedure yields a fractal operator on the space of all (mathbb {R}^2)-valued Lipschitz continuous functions defined on a rectangle (mathcal {D}). Some basic and important properties of this fractal operator will be discussed. Subsequently, we extend this fractal operator to the norm preserving bounded linear operator on the the space of all (mathbb {R}^2)-valued continuous functions defined on a rectangle (mathcal {D}). We investigate the stability of hidden variable fractal functions with respect to a perturbation in the scaling factors. Finally, existence of optimal hidden variable fractal function which approximates the given bivariate Lipschitz continuous function is discussed.
{"title":"Approximation of bivariate Lipschitz continuous functions by hidden variable fractal functions","authors":"Vijender Nallapu","doi":"10.1007/s13226-024-00631-2","DOIUrl":"https://doi.org/10.1007/s13226-024-00631-2","url":null,"abstract":"<p>The crux of the present paper is approximation of bivariate Lipschitz continuous functions by hidden variable fractal functions. We propose the construction of hidden variable fractal perturbation associated with a given bivariate Lipschitz continuous function defined on a rectangle <span>(mathcal {D})</span> in the Euclidean space. This procedure yields a fractal operator on the space of all <span>(mathbb {R}^2)</span>-valued Lipschitz continuous functions defined on a rectangle <span>(mathcal {D})</span>. Some basic and important properties of this fractal operator will be discussed. Subsequently, we extend this fractal operator to the norm preserving bounded linear operator on the the space of all <span>(mathbb {R}^2)</span>-valued continuous functions defined on a rectangle <span>(mathcal {D})</span>. We investigate the stability of hidden variable fractal functions with respect to a perturbation in the scaling factors. Finally, existence of optimal hidden variable fractal function which approximates the given bivariate Lipschitz continuous function is discussed.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141585143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-11DOI: 10.1007/s13226-024-00666-5
Bappa Ghosh, Jugal Mohapatra
This article provides a numerical study of two-dimensional Volterra integro-differential equations involving fractional derivatives in the Caputo sense of order ( alpha ,gamma )( (0< alpha ,gamma <1). ) First, we establish a sufficient condition for the existence and uniqueness of the solution using the Banach fixed point theorem. Due to the limitation of finding the exact analytical solution, we derive and analyze an efficient numerical scheme to approximate the solution. The proposed scheme uses the L1 technique to discretize the differential components, whereas a composite trapezoidal rule is used to approximate the double integral. The convergence analysis and error estimation are carried out. It is shown that the proposed scheme converges with an optimal convergence rate of ( min {2-alpha ,2-gamma } ) for sufficiently smooth initial data. In addition, we apply the proposed difference scheme to solve the semilinear problem. The well-known Newton’s linearization technique is used to deal with semilinearity. Finally, a couple of numerical experiments are conducted to support our theoretical findings and validate the proposed scheme.
{"title":"Robust numerical scheme for 2D fractional integro-differential equations of Volterra type","authors":"Bappa Ghosh, Jugal Mohapatra","doi":"10.1007/s13226-024-00666-5","DOIUrl":"https://doi.org/10.1007/s13226-024-00666-5","url":null,"abstract":"<p>This article provides a numerical study of two-dimensional Volterra integro-differential equations involving fractional derivatives in the Caputo sense of order <span>( alpha ,gamma )</span> <span>( (0< alpha ,gamma <1). )</span> First, we establish a sufficient condition for the existence and uniqueness of the solution using the Banach fixed point theorem. Due to the limitation of finding the exact analytical solution, we derive and analyze an efficient numerical scheme to approximate the solution. The proposed scheme uses the L1 technique to discretize the differential components, whereas a composite trapezoidal rule is used to approximate the double integral. The convergence analysis and error estimation are carried out. It is shown that the proposed scheme converges with an optimal convergence rate of <span>( min {2-alpha ,2-gamma } )</span> for sufficiently smooth initial data. In addition, we apply the proposed difference scheme to solve the semilinear problem. The well-known Newton’s linearization technique is used to deal with semilinearity. Finally, a couple of numerical experiments are conducted to support our theoretical findings and validate the proposed scheme.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141584958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
where (p,q>0), (mu _1,mu _2ge -N^2/4), (Omega ) is a bounded smooth domain in (mathbb {R}^N) with (Nge 3) such that (0in partial Omega ) and (B^+_2(0):={x=(x',x_N)in mathbb {R}^{N-1}times mathbb {R}: x_N>0,, |x|<2}subset Omega ). Sharp critical curves of (q, p) are derived for nonexistence of positive super solutions to system (0.1) in the case that (-N^2/4le mu _1,mu _2<1-N) and (-N^2/4le mu _1<1-Nle mu _2). Our method is to iterate an initial singularities at the origin to improve the blowing-up rate until the nonlinearities are not admissible in some weighted (L^1) space.
本文的目的是研究涉及反平方势 $$begin{aligned} -Delta u+frac{mu _1}{|x|^2} u= v^p textrm{in} 的 Lane-Emden 系统正超解的不存在性、qquad -Delta v+frac{mu _2}{|x|^2} v= u^q (0.1) where (p,q>0), (mu _1,mu _2ge -N^2/4), (Omega ) is a bounded smooth domain in (mathbb {R}^N) with (Nge 3) such that (0in partial Omega ) and (B^+_2(0):={x=(x',x_N)in mathbb {R}^{N-1}times mathbb {R}: x_N>0,, |x|<2}subset Omega )。在(-N^2/4le mu _1,mu _2<1-N) 和(-N^2/4le mu _1<1-Nle mu _2)的情况下,得出了系统(0.1)的正超解不存在的(q, p)锐临界曲线。我们的方法是在原点迭代一个初始奇点来提高炸毁率,直到非线性在某个加权(L^1)空间中不可接受。
{"title":"Nonexistence for Lane-Emden system involving Hardy potentials with singularities on the boundary","authors":"Ying Wang, Songqin Ye, Chunlan Li, Hongxing Chen","doi":"10.1007/s13226-024-00667-4","DOIUrl":"https://doi.org/10.1007/s13226-024-00667-4","url":null,"abstract":"<p>Our purpose of this article is to study nonexistence of positive super solutions for Lane-Emden system involving inverse-square potentials </p><span>$$begin{aligned} -Delta u+frac{mu _1}{|x|^2} u= v^p textrm{in} , Omega ,qquad -Delta v+frac{mu _2}{|x|^2} v= u^q textrm{in} , Omega , end{aligned}$$</span>(0.1)<p>where <span>(p,q>0)</span>, <span>(mu _1,mu _2ge -N^2/4)</span>, <span>(Omega )</span> is a bounded smooth domain in <span>(mathbb {R}^N)</span> with <span>(Nge 3)</span> such that <span>(0in partial Omega )</span> and <span>(B^+_2(0):={x=(x',x_N)in mathbb {R}^{N-1}times mathbb {R}: x_N>0,, |x|<2}subset Omega )</span>. Sharp critical curves of (<i>q</i>, <i>p</i>) are derived for nonexistence of positive super solutions to system (0.1) in the case that <span>(-N^2/4le mu _1,mu _2<1-N)</span> and <span>(-N^2/4le mu _1<1-Nle mu _2)</span>. Our method is to iterate an initial singularities at the origin to improve the blowing-up rate until the nonlinearities are not admissible in some weighted <span>(L^1)</span> space.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"57 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141611240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-09DOI: 10.1007/s13226-024-00645-w
Apoorva Khare
Recently, a general version of the Hoffmann-Jørgensen inequality was shown jointly with Rajaratnam [Ann. Probab. 2017], which (a) improved the result even for real-valued variables, but also (b) simultaneously unified and extended several versions in the Banach space literature, including that by Hitczenko–Montgomery-Smith [Ann. Probab. 2001], as well as special cases and variants of results by Johnson–Schechtman [Ann. Probab. 1989] and Klass–Nowicki [Ann. Probab. 2000], in addition to the original versions by Kahane and Hoffmann-Jørgensen. Moreover, our result with Rajaratnam was in a primitive framework: over all semigroups with a bi-invariant metric; this includes Banach spaces as well as compact and abelian Lie groups. In this note we show the result even more generally: over every semigroup ({mathscr {G}}) with a strongly left- (or right-)invariant metric. We also prove some applications of this inequality over such ({mathscr {G}}), extending Banach space-valued versions by Hitczenko and Montgomery-Smith [Ann. Probab. 2001] and by Hoffmann-Jørgensen [Studia Math. 1974]. Furthermore, we show several other stochastic inequalities – by Ottaviani–Skorohod, Mogul’skii, and Lévy–Ottaviani – as well as Lévy’s equivalence, again over ({mathscr {G}}) as above. This setting of generality for ({mathscr {G}}) subsumes not only semigroups with bi-invariant metric (thus extending the previously shown results), but it also means that these results now hold over all Lie groups (equipped with a left-invariant Riemannian metric). We also explain why this primitive setting of strongly left/right-invariant metric semigroups ({mathscr {G}}) is equivalent to that of left/right-invariant metric monoids ({mathscr {G}}_circ ): each such ({mathscr {G}}) embeds in some ({mathscr {G}}_circ ).
{"title":"Probability inequalities for strongly left-invariant metric semigroups/monoids, including all lie groups","authors":"Apoorva Khare","doi":"10.1007/s13226-024-00645-w","DOIUrl":"https://doi.org/10.1007/s13226-024-00645-w","url":null,"abstract":"<p>Recently, a general version of the Hoffmann-Jørgensen inequality was shown jointly with Rajaratnam [<i>Ann. Probab.</i> 2017], which (a) improved the result even for real-valued variables, but also (b) simultaneously unified and extended several versions in the Banach space literature, including that by Hitczenko–Montgomery-Smith [<i>Ann. Probab.</i> 2001], as well as special cases and variants of results by Johnson–Schechtman [<i>Ann. Probab.</i> 1989] and Klass–Nowicki [<i>Ann. Probab.</i> 2000], in addition to the original versions by Kahane and Hoffmann-Jørgensen. Moreover, our result with Rajaratnam was in a primitive framework: over all semigroups with a bi-invariant metric; this includes Banach spaces as well as compact and abelian Lie groups. In this note we show the result even more generally: over every semigroup <span>({mathscr {G}})</span> with a strongly left- (or right-)invariant metric. We also prove some applications of this inequality over such <span>({mathscr {G}})</span>, extending Banach space-valued versions by Hitczenko and Montgomery-Smith [<i>Ann. Probab.</i> 2001] and by Hoffmann-Jørgensen [<i>Studia Math.</i> 1974]. Furthermore, we show several other stochastic inequalities – by Ottaviani–Skorohod, Mogul’skii, and Lévy–Ottaviani – as well as Lévy’s equivalence, again over <span>({mathscr {G}})</span> as above. This setting of generality for <span>({mathscr {G}})</span> subsumes not only semigroups with bi-invariant metric (thus extending the previously shown results), but it also means that these results now hold over all Lie groups (equipped with a left-invariant Riemannian metric). We also explain why this primitive setting of strongly left/right-invariant metric semigroups <span>({mathscr {G}})</span> is equivalent to that of left/right-invariant metric monoids <span>({mathscr {G}}_circ )</span>: each such <span>({mathscr {G}})</span> embeds in some <span>({mathscr {G}}_circ )</span>.\u0000</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-09DOI: 10.1007/s13226-024-00620-5
N. Peykrayegan, M. Ghovatmand, M. H. Noori Skandari, S. Shateyi
In this work, a high accurate method is given for solving the nonlinear fractional delay integro-differential equations, numerically. By considering the equation before and after delay time, we first apply the delay function in the equation and propose an equivalent system. By discretization in the Jacobi-Gauss collocation points, an algebraic nonlinear system is then proposed to approximate the solution of main equation. The convergence of method is fully given in spaces (L^{infty }_{omega ^{alpha ,beta }}(I)) and (L^{2}_{omega ^{alpha ,beta }}(I)), and the error bounds are specified for obtained approximations. Finally, some numerical examples are provided to show the capability and efficiency of method.
{"title":"Numerical solution of nonlinear fractional delay integro-differential equations with convergence analysis","authors":"N. Peykrayegan, M. Ghovatmand, M. H. Noori Skandari, S. Shateyi","doi":"10.1007/s13226-024-00620-5","DOIUrl":"https://doi.org/10.1007/s13226-024-00620-5","url":null,"abstract":"<p>In this work, a high accurate method is given for solving the nonlinear fractional delay integro-differential equations, numerically. By considering the equation before and after delay time, we first apply the delay function in the equation and propose an equivalent system. By discretization in the Jacobi-Gauss collocation points, an algebraic nonlinear system is then proposed to approximate the solution of main equation. The convergence of method is fully given in spaces <span>(L^{infty }_{omega ^{alpha ,beta }}(I))</span> and <span>(L^{2}_{omega ^{alpha ,beta }}(I))</span>, and the error bounds are specified for obtained approximations. Finally, some numerical examples are provided to show the capability and efficiency of method.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-08DOI: 10.1007/s13226-024-00633-0
Partha Sarathi Chakraborty, Arup Kumar Pal
We use the crystallised (C^*)-algebra (C(SU_{q}(2))) at (q=0) to obtain a unitary that gives an approximate equivalence involving the GNS representation on the (L^{2}) space of the Haar state of the quantum SU(2) group and the direct integral of all the infinite dimensional irreducible representations of the (C^{*})-algebra (C(SU_{q}(2))) for nonzero values of the parameter q. This approximate equivalence gives a KK class via the Cuntz picture in terms of quasihomomorphisms as well as a Fredholm representation of the dual quantum group (widehat{SU_q(2)}) with coefficients in a (C^*)-algebra in the sense of Mishchenko.
{"title":"An approximate equivalence for the GNS representation of the Haar state of $$SU_{q}(2)$$","authors":"Partha Sarathi Chakraborty, Arup Kumar Pal","doi":"10.1007/s13226-024-00633-0","DOIUrl":"https://doi.org/10.1007/s13226-024-00633-0","url":null,"abstract":"<p>We use the crystallised <span>(C^*)</span>-algebra <span>(C(SU_{q}(2)))</span> at <span>(q=0)</span> to obtain a unitary that gives an approximate equivalence involving the GNS representation on the <span>(L^{2})</span> space of the Haar state of the quantum <i>SU</i>(2) group and the direct integral of all the infinite dimensional irreducible representations of the <span>(C^{*})</span>-algebra <span>(C(SU_{q}(2)))</span> for nonzero values of the parameter <i>q</i>. This approximate equivalence gives a <i>KK</i> class via the Cuntz picture in terms of quasihomomorphisms as well as a Fredholm representation of the dual quantum group <span>(widehat{SU_q(2)})</span> with coefficients in a <span>(C^*)</span>-algebra in the sense of Mishchenko.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"68 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-08DOI: 10.1007/s13226-024-00644-x
Gadadhar Misra, E. K. Narayanan, Cherian Varughese
In this semi-expository article, we investigate the relationship between the imprimitivity introduced by Mackey several decades ago and commuting d- tuples of homogeneous normal operators. The Hahn–Hellinger theorem gives a canonical decomposition of a (*)- algebra representation (rho ) of (C_0({mathbb {S}})) (where ({mathbb {S}}) is a locally compact Hausdorff space) into a direct sum. If there is a group G acting transitively on ({mathbb {S}}) and is adapted to the (*)- representation (rho ) via a unitary representation U of the group G, in other words, if there is an imprimitivity, then the Hahn–Hellinger decomposition reduces to just one component, and the group representation U becomes an induced representation, which is Mackey’s imprimitivity theorem. We consider the case where a compact topological space (Ssubset {mathbb {C}}^d) decomposes into finitely many G- orbits. In such cases, the imprimitivity based on S admits a decomposition as a direct sum of imprimitivities based on these orbits. This decomposition leads to a correspondence with homogeneous normal tuples whose joint spectrum is precisely the closure of G- orbits.
在这篇半探索性的文章中,我们研究了几十年前麦基引入的imprimitivity与同质正则算子的共通d-元组之间的关系。哈恩-海灵格定理给出了将(C_0({mathbb {S}})的(*)-代数表示(rho )(其中({mathbb {S}})是局部紧凑的豪斯多夫空间)分解为直接和的规范。如果有一个群 G 作用在 ({mathbb {S}}) 上,并且通过群 G 的单元表示 U 适应于 (*)- 表示 (rho ),换句话说,如果存在蕴含性,那么哈恩-海灵格分解就只剩下一个分量,群表示 U 就变成了蕴含表示,这就是麦基蕴含性定理。我们考虑紧凑拓扑空间(S/subset {mathbb {C}}^d )分解为有限多个 G- 轨道的情况。在这种情况下,基于 S 的蕴含性可以分解为基于这些轨道的蕴含性的直接和。这种分解导致了与同质正元组的对应关系,而这些正元组的联合谱恰恰是 G- 轨道的闭包。
{"title":"Mackey imprimitivity and commuting tuples of homogeneous normal operators","authors":"Gadadhar Misra, E. K. Narayanan, Cherian Varughese","doi":"10.1007/s13226-024-00644-x","DOIUrl":"https://doi.org/10.1007/s13226-024-00644-x","url":null,"abstract":"<p>In this semi-expository article, we investigate the relationship between the imprimitivity introduced by Mackey several decades ago and commuting <i>d</i>- tuples of homogeneous normal operators. The Hahn–Hellinger theorem gives a canonical decomposition of a <span>(*)</span>- algebra representation <span>(rho )</span> of <span>(C_0({mathbb {S}}))</span> (where <span>({mathbb {S}})</span> is a locally compact Hausdorff space) into a direct sum. If there is a group <i>G</i> acting transitively on <span>({mathbb {S}})</span> and is adapted to the <span>(*)</span>- representation <span>(rho )</span> via a unitary representation <i>U</i> of the group <i>G</i>, in other words, if there is an imprimitivity, then the Hahn–Hellinger decomposition reduces to just one component, and the group representation <i>U</i> becomes an induced representation, which is Mackey’s imprimitivity theorem. We consider the case where a compact topological space <span>(Ssubset {mathbb {C}}^d)</span> decomposes into finitely many <i>G</i>- orbits. In such cases, the imprimitivity based on <i>S</i> admits a decomposition as a direct sum of imprimitivities based on these orbits. This decomposition leads to a correspondence with homogeneous normal tuples whose joint spectrum is precisely the closure of <i>G</i>- orbits.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"36 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141577539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-08DOI: 10.1007/s13226-024-00646-9
Krishnakumar Balasubramanian, Prabir Burman, Debashis Paul
This work is concerned with the properties of the ridge regression where the number of predictors p is proportional to the sample size n. Asymptotic properties of the means square error (MSE) of the estimated mean vector using ridge regression is investigated when the design matrix X may be non-random or random. Approximate asymptotic expression of the MSE is derived under fairly general conditions on the decay rate of the eigenvalues of (X^{T}X) when the design matrix is nonrandom. The value of the optimal MSE provides conditions under which the ridge regression is a suitable method for estimating the mean vector. In the random design case, similar results are obtained when the eigenvalues of (E[X^{T}X]) satisfy a similar decay condition as in the non-random case.
当设计矩阵 X 可能是非随机或随机时,研究了使用脊回归估计均值向量的均方误差(MSE)的渐近特性。当设计矩阵为非随机时,在关于 (X^{T}X) 的特征值衰减率的一般条件下,得出了 MSE 的近似渐近表达式。最优 MSE 值提供了脊回归是估计均值向量的合适方法的条件。在随机设计情况下,当 (E[X^{T}X])的特征值满足与非随机情况类似的衰减条件时,也会得到类似的结果。
{"title":"On the asymptotic risk of ridge regression with many predictors","authors":"Krishnakumar Balasubramanian, Prabir Burman, Debashis Paul","doi":"10.1007/s13226-024-00646-9","DOIUrl":"https://doi.org/10.1007/s13226-024-00646-9","url":null,"abstract":"<p>This work is concerned with the properties of the ridge regression where the number of predictors <i>p</i> is proportional to the sample size <i>n</i>. Asymptotic properties of the means square error (MSE) of the estimated mean vector using ridge regression is investigated when the design matrix <i>X</i> may be non-random or random. Approximate asymptotic expression of the MSE is derived under fairly general conditions on the decay rate of the eigenvalues of <span>(X^{T}X)</span> when the design matrix is nonrandom. The value of the optimal MSE provides conditions under which the ridge regression is a suitable method for estimating the mean vector. In the random design case, similar results are obtained when the eigenvalues of <span>(E[X^{T}X])</span> satisfy a similar decay condition as in the non-random case.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"49 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-06DOI: 10.1007/s13226-024-00635-y
Tirthankar Bhattacharyya, Sushil Singla
Marc Rieffel had introduced the notion of the quantum Gromov–Hausdorff distance on compact quantum metric spaces and found a sequence of matrix algebras that converges to the space of continuous functions on 2-sphere in this distance. One finds applications of similar approximations in many places in the theoretical physics literature. In this paper, we have defined a compact quantum metric space structure on the sequence of Toeplitz algebras on generalized Bergman spaces and have proved that the sequence converges to the space of continuous functions on odd spheres in the quantum Gromov–Hausdorff distance.
{"title":"Sequences of operator algebras converging to odd spheres in the quantum Gromov–Hausdorff distance","authors":"Tirthankar Bhattacharyya, Sushil Singla","doi":"10.1007/s13226-024-00635-y","DOIUrl":"https://doi.org/10.1007/s13226-024-00635-y","url":null,"abstract":"<p>Marc Rieffel had introduced the notion of the quantum Gromov–Hausdorff distance on compact quantum metric spaces and found a sequence of matrix algebras that converges to the space of continuous functions on 2-sphere in this distance. One finds applications of similar approximations in many places in the theoretical physics literature. In this paper, we have defined a compact quantum metric space structure on the sequence of Toeplitz algebras on generalized Bergman spaces and have proved that the sequence converges to the space of continuous functions on odd spheres in the quantum Gromov–Hausdorff distance.</p>","PeriodicalId":501427,"journal":{"name":"Indian Journal of Pure and Applied Mathematics","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-06DOI: 10.1007/s13226-024-00650-z
Douglas Lind, Klaus Schmidt
Let f, p, and q be Laurent polynomials with integer coefficients in one or several variables, and suppose that f divides (p+q). We establish sufficient conditions to guarantee that f individually divides p and q. These conditions involve a bound on coefficients, a separation between the supports of p and q, and, surprisingly, a requirement on the complex variety of f called atorality satisfied by many but not all polynomials. Our proof involves a related dynamical system and the fundamental dynamical notion of homoclinic point. Without the atorality assumption our methods fail, and it is unknown whether our results hold without this assumption. We use this to establish exponential recurrence of the related dynamical system, and conclude with some remarks and open problems.
假设 f、p 和 q 是在一个或多个变量中具有整数系数的劳伦多项式,并假设 f 平分 (p+q)。这些条件涉及系数的约束、p 和 q 的支持之间的分离,以及令人惊讶的是,许多多项式(而非所有多项式)都能满足的对 f 的复数种类的要求,即理论性。我们的证明涉及一个相关的动力系统和同轴点的基本动力概念。如果没有orality 假设,我们的方法就会失败,而如果没有这个假设,我们的结果是否成立还是未知数。我们利用这一点建立了相关动力系统的指数递推,最后提出了一些评论和有待解决的问题。
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