{"title":"Changes of the Editorial Board","authors":"Eric Novak","doi":"10.1016/j.jco.2023.101792","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101792","url":null,"abstract":"","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54746309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
I. Argyros, S. Shakhno, Samundra Regmi, H. Yarmola
{"title":"On the complexity of a unified convergence analysis for iterative methods","authors":"I. Argyros, S. Shakhno, Samundra Regmi, H. Yarmola","doi":"10.1016/j.jco.2023.101781","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101781","url":null,"abstract":"","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"54746283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On a unified convergence analysis for Newton-type methods solving generalized equations with the Aubin property","authors":"Ioannis K. Argyros , Santhosh George","doi":"10.1016/j.jco.2023.101817","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101817","url":null,"abstract":"<div><p>A plethora of applications from diverse disciplines reduce to solving generalized equations involving Banach space<span> valued operators. These equations are solved mostly iteratively, when a sequence is generated approximating a solution provided that certain conditions are valid on the starting point and the operators appearing on the method. Secant-type methods are developed whose specializations reduce to well known methods such as Newton, modified Newton, Secant<span>, Kurchatov and Steffensen<span><span> to mention a few. Unified local as well as semi-local analysis of these methods is presented using the celebrated contraction mapping principle in combination with the Aubin property of a set valued operator, and generalized continuity assumption on the operators on these methods. </span>Numerical applications complement the theory.</span></span></span></p></div>","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138471557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimal recovery and generalized Carlson inequality for weights with symmetry properties","authors":"K.Yu. Osipenko","doi":"10.1016/j.jco.2023.101807","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101807","url":null,"abstract":"<div><p>The paper concerns problems of the recovery of operators from noisy information in weighted<!--> <span><math><msub><mrow><mi>L</mi></mrow><mrow><mi>q</mi></mrow></msub></math></span>-spaces<!--> <!-->with<!--> <!-->homogeneous<!--> <!-->weights. A number of general theorems are proved and applied to finding exact constants in multidimensional Carlson type inequalities with several weights and problems of the recovery of differential operators from a noisy Fourier transform. In particular, optimal methods are obtained for the recovery of powers of generalized Laplace operators from a noisy Fourier transform in the <span><math><msub><mrow><mi>L</mi></mrow><mrow><mi>p</mi></mrow></msub></math></span>-metric.</p></div>","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92121785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Changes of the Editorial Board","authors":"Erich Novak","doi":"10.1016/j.jco.2023.101806","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101806","url":null,"abstract":"","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49887913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David Krieg, Erich Novak, Mathias Sonnleitner, Michaela Szölgyenyi, Henryk Woźniakowski
{"title":"Kateryna Pozharska is the winner of the 2023 Joseph F. Traub Information-Based Complexity Young Researcher Award","authors":"David Krieg, Erich Novak, Mathias Sonnleitner, Michaela Szölgyenyi, Henryk Woźniakowski","doi":"10.1016/j.jco.2023.101805","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101805","url":null,"abstract":"","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49887912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Nonexact oracle inequalities, r-learnability, and fast rates","authors":"Daniel Z. Zanger","doi":"10.1016/j.jco.2023.101804","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101804","url":null,"abstract":"<div><p>As an extension of the standard paradigm in statistical learning theory, we introduce the concept of <em>r</em>-learnability, <span><math><mn>0</mn><mo><</mo><mi>r</mi><mo>≤</mo><mn>1</mn></math></span>, which is a notion very closely related to that of nonexact oracle inequalities (see Lecue and Mendelson (2012) <span>[7]</span>). The <em>r</em>-learnability concept can enable so-called fast learning rates (along with corresponding sample complexity-type bounds) to be established at the cost of multiplying the approximation error term by an extra <span><math><mo>(</mo><mn>1</mn><mo>+</mo><mi>r</mi><mo>)</mo></math></span>-factor in the learning error estimate. We establish a new, general <em>r</em>-learning bound (nonexact oracle inequality) yielding fast learning rates in probability (up to at most a logarithmic factor) for proper learning in the general setting of an agnostic model, essentially only assuming a uniformly bounded squared loss function and a hypothesis class of finite VC-dimension (that is, finite pseudo-dimension).</p></div>","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49887911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"High-order lifting for polynomial Sylvester matrices","authors":"Clément Pernet , Hippolyte Signargout , Gilles Villard","doi":"10.1016/j.jco.2023.101803","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101803","url":null,"abstract":"<div><p>A new algorithm is presented for computing the resultant of two generic bivariate polynomials over an arbitrary field. For <span><math><mi>p</mi><mo>,</mo><mi>q</mi></math></span> in <span><math><mi>K</mi><mo>[</mo><mi>x</mi><mo>,</mo><mi>y</mi><mo>]</mo></math></span> of degree <em>d</em> in <em>x</em> and <em>n</em> in <em>y</em>, the resultant with respect to <em>y</em> is computed using <span><math><mi>O</mi><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>1.458</mn></mrow></msup><mi>d</mi><mo>)</mo></math></span> arithmetic operations if <span><math><mi>d</mi><mo>=</mo><mi>O</mi><mo>(</mo><msup><mrow><mi>n</mi></mrow><mrow><mn>1</mn><mo>/</mo><mn>3</mn></mrow></msup><mo>)</mo></math></span>. For <span><math><mi>d</mi><mo>=</mo><mn>1</mn></math></span>, the complexity estimate is therefore reconciled with the estimates of Neiger et al. 2021 for the related problems of modular composition and characteristic polynomial in a univariate quotient algebra. The 3/2 barrier in the exponent of <em>n</em> is crossed for the first time for the resultant. The problem is related to that of computing determinants of structured polynomial matrices. We identify new advanced aspects of structure for a polynomial Sylvester matrix. This enables to compute the determinant by mixing the baby steps/giant steps approach of Kaltofen and Villard 2005, until then restricted to the case <span><math><mi>d</mi><mo>=</mo><mn>1</mn></math></span> for characteristic polynomials, and the high-order lifting strategy of Storjohann 2003 usually reserved for dense polynomial matrices.</p></div>","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0885064X23000729/pdfft?md5=72b813e3258f79c8cf5a380cd73b1e8f&pid=1-s2.0-S0885064X23000729-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91959851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Numerical weighted integration of functions having mixed smoothness","authors":"Dinh Dũng","doi":"10.1016/j.jco.2023.101757","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101757","url":null,"abstract":"<div><p>We investigate the approximation of weighted integrals over <span><math><msup><mrow><mi>R</mi></mrow><mrow><mi>d</mi></mrow></msup></math></span><span> for integrands<span><span> from weighted Sobolev spaces of mixed smoothness. We prove </span>upper and lower bounds of the convergence rate of optimal quadratures with respect to </span></span><em>n</em> integration nodes for functions from these spaces. In the one-dimensional case <span><math><mo>(</mo><mi>d</mi><mo>=</mo><mn>1</mn><mo>)</mo></math></span>, we obtain the right convergence rate of optimal quadratures. For <span><math><mi>d</mi><mo>≥</mo><mn>2</mn></math></span>, the upper bound is performed by sparse-grid quadratures with integration nodes on step hyperbolic crosses in the function domain <span><math><msup><mrow><mi>R</mi></mrow><mrow><mi>d</mi></mrow></msup></math></span>.</p></div>","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50198402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Discrepancy bounds for normal numbers generated by necklaces in arbitrary base","authors":"Roswitha Hofer, Gerhard Larcher","doi":"10.1016/j.jco.2023.101767","DOIUrl":"https://doi.org/10.1016/j.jco.2023.101767","url":null,"abstract":"<div><p>Mordechay B. Levin (1999) has constructed a number <em>λ</em> which is normal in base 2, and such that the sequence <span><math><msub><mrow><mo>(</mo><mrow><mo>{</mo><msup><mrow><mn>2</mn></mrow><mrow><mi>n</mi></mrow></msup><mi>λ</mi><mo>}</mo></mrow><mo>)</mo></mrow><mrow><mi>n</mi><mo>=</mo><mn>0</mn><mo>,</mo><mn>1</mn><mo>,</mo><mn>2</mn><mo>,</mo><mo>…</mo></mrow></msub></math></span> has very small discrepancy <span><math><mi>N</mi><mo>⋅</mo><msub><mrow><mi>D</mi></mrow><mrow><mi>N</mi></mrow></msub><mo>=</mo><mi>O</mi><mrow><mo>(</mo><msup><mrow><mo>(</mo><mi>log</mi><mo></mo><mi>N</mi><mo>)</mo></mrow><mrow><mn>2</mn></mrow></msup><mo>)</mo></mrow></math></span>. This construction technique was generalized by Becher and Carton (2019), who generated normal numbers via nested perfect necklaces, for which the same upper discrepancy estimate holds. In this paper we derive an upper discrepancy bound for so-called semi-perfect nested necklaces and show that for Levin's normal number in arbitrary prime base <em>p</em> this upper bound for the discrepancy is best possible. This result generalizes a previous result by the authors (2022) in base 2.</p><p>Our result for Levin's normal number in any prime base might support the guess that <span><math><mi>O</mi><mo>(</mo><msup><mrow><mo>(</mo><mi>log</mi><mo></mo><mi>N</mi><mo>)</mo></mrow><mrow><mn>2</mn></mrow></msup><mo>)</mo></math></span> is the best order in <em>N</em> that can be achieved by a normal number, while generalizing the class of known normal numbers by introducing semi-perfect necklaces on the other hand might help for the search of normal numbers that satisfy smaller discrepancy bounds.</p></div>","PeriodicalId":50227,"journal":{"name":"Journal of Complexity","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50198397","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}