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2. Notes on Some Recent Papers Concerning $F$-Contractions in $b$-Metric Spaces
- Author
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Stojan Radenović and Zoran Kadelburg
- Subjects
Numerical Analysis ,Pure mathematics ,Matematik ,$b$-Metric space,$F$-Contraction,$\alpha$-Admissible mappings ,Applied Mathematics ,010102 general mathematics ,Auxiliary function ,Fixed point ,01 natural sciences ,010101 applied mathematics ,Metric space ,Order (group theory) ,F contraction ,0101 mathematics ,Analysis ,Mathematics - Abstract
In several recent papers, attempts have been made to apply Wardowski's method of $F$-contractions in order to obtain fixed point results for single and multivalued mappings in $b$-metric spaces. In this article, it is shown that in most cases the conditions imposed on respective mappings are too strong and that the results can be obtained directly, i.e., without using most of the properties of auxiliary function $F$.
- Published
- 2018
3. Characterization of spiraling patterns in spatial rock-paper-scissors games
- Author
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Alastair M. Rucklidge, Bartosz Szczesny, and Mauro Mobilia
- Subjects
Population Dynamics ,FOS: Physical sciences ,Ecological and Environmental Phenomena ,Metapopulation ,Pattern Formation and Solitons (nlin.PS) ,Quantitative Biology - Quantitative Methods ,symbols.namesake ,Spatio-Temporal Analysis ,Mutation Rate ,Quantitative Biology::Populations and Evolution ,Statistical physics ,Quantitative Biology - Populations and Evolution ,Quantitative Methods (q-bio.QM) ,Condensed Matter - Statistical Mechanics ,Phase diagram ,Mathematics ,Hopf bifurcation ,Statistical Mechanics (cond-mat.stat-mech) ,Stochastic process ,Numerical analysis ,Populations and Evolution (q-bio.PE) ,Biodiversity ,Nonlinear Sciences - Pattern Formation and Solitons ,Nonlinear system ,Nonlinear Dynamics ,FOS: Biological sciences ,symbols - Abstract
The spatio-temporal arrangement of interacting populations often influences the maintenance of species diversity and is a subject of intense research. Here, we study the spatio-temporal patterns arising from the cyclic competition between three species in two dimensions. Inspired by recent experiments, we consider a generic metapopulation model comprising "rock-paper-scissors" interactions via dominance removal and replacement, reproduction, mutations, pair-exchange and hopping of individuals. By combining analytical and numerical methods, we obtain the model's phase diagram near its Hopf bifurcation and quantitatively characterize the properties of the spiraling patterns arising in each phase. The phases characterizing the cyclic competition away far from the Hopf bifurcation (at low mutation rate) are also investigated. Our analytical approach relies on the careful analysis of the properties of the complex Ginzburg-Landau equation derived through a controlled (perturbative) multiscale expansion around the model's Hopf bifurcation. Our results allows us to clarify when spatial "rock-paper-scissors" competition leads to stable spiral waves and under which circumstances they are influenced by nonlinear mobility., 16 two-column pages, 16 figures
- Published
- 2014
4. Notes on a paper considering nonlinear equations
- Author
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Nenad Ujević
- Subjects
Computational Mathematics ,Nonlinear system ,Applied Mathematics ,Numerical analysis ,Convergence (routing) ,Calculus ,nonlinear equations ,method ,convergence ,Mathematics - Abstract
In Abstract of the paper "A. Rafiq, A note on "A family of methods for solving nonlinear equations", Appl. Math. Comput., 195 (2008), 819--821" we can find the following sentences. We cite: Ujević et al. introduced a family of methods for solving nonlinear equations. However the main Algorithm 1 put forward by Ujević et al. (p.7) is wrong. This is the main aim of this note. We also point out some major bugs in the results of Ujević at al. - the end of the citation. Here it is shown that all of the mentioned assertions are not true. In other words, the Algorithm 1 is correct (up to an obvious misprint, which is not mentioned in the above paper) and there are no major bugs in the paper by Ujević at al. In fact, these observations, which will be proved in this note, show that the main aim of the paper by A. Rafiq is wrong.
- Published
- 2009
5. Rarefied gas dynamics: Theoretical and computational techniques; International Symposium, 16th, Pasadena, CA, July 10-16, 1988, Technical Papers
- Author
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Campbell, D
- Published
- 1989
6. A Semester-Long Bottle Design Project for an Undergraduate Numerical Analysis Course.
- Author
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Ettinger, B.
- Subjects
BOTTLE design ,NUMERICAL analysis ,DESIGN techniques ,THREE-dimensional printing ,MATHEMATICS - Abstract
This paper presents a semester-long bottle design project for an undergraduate Numerical Analysis course. Students implement numerical methods in MATLAB to design and 3D print a bottle. Employing mathematical methods to compute features of their designs enhances students' understanding of numerical techniques in design applications. Student feedback highlights the project's efficacy in demonstrating the intersection of mathematics and design, fostering creativity, and instilling a deeper appreciation for mathematical principles in real-world contexts. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Scaling laws for geomagnetic tail current sheet acceleration. Environmental research papers
- Author
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Sherman, C
- Published
- 1987
8. Shock and Vibration Bulletin. Part 1. Welcome, invited papers, shipboard shock, blast and ground shock, shock testing, and analysis
- Published
- 1986
9. Mathematics model and numerical calculation for stability of synchronous generator rectification systems
- Author
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Li, Huaishu, Lai, Yanhui, Qiang, Wu, Dong, Xiang, Lin, Yi, Xiong, Hejing, and Chen, Mianyun
- Published
- 2011
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10. On a Paper of Mazhar and Totik
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Ding-Xuan Zhou
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Linear map ,Mathematics(all) ,Numerical Analysis ,Smoothness ,Continuous function ,Applied Mathematics ,General Mathematics ,Approximation theorem ,Mathematical analysis ,Applied mathematics ,Inverse ,Analysis ,Mathematics - Abstract
For modified Szasz operators, S. M. Mazhar and V. Totik gave a direct approximation theorem for continuous functions. In this paper we extend this direct result to combinations of these operators. An inverse theorem to this direct estimate is given. An equivalent relation between the derivatives of these operators and smoothness of functions is also presented.
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11. A remark on a recent paper on the convergence of 'amrts'
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Srishti D. Chatterji
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Statistics and Probability ,Discrete mathematics ,Dominated convergence theorem ,Numerical Analysis ,Weak convergence ,Normal convergence ,Banach space ,Applied mathematics ,Unconditional convergence ,Convergence tests ,Statistics, Probability and Uncertainty ,Modes of convergence ,Compact convergence ,Mathematics - Abstract
Keywords: convergence theorem for Banach space valued qamartsq ; amarts convergence ; Radon-Nikodym property Reference GPRO-ARTICLE-1984-001 Record created on 2010-05-25, modified on 2017-08-24
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12. Homogenising Simpson's rule
- Author
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Andrew, Alex M.
- Published
- 2002
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13. INTERPOLATION METHODS FOR ANISOTROPIC NET SPACES.
- Author
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Bashirova, A. N., Kalidolday, A. H., and Nursultanov, E. D.
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MATHEMATICS ,INTERPOLATION ,NUMERICAL analysis ,MULTIDIMENSIONAL databases ,FUNCTION spaces - Abstract
Abstract. In this paper, we study the interpolation properties of anisotropic net spaces N
p,q (M), where p = (p1 ; ...., pn ), q = (q1 ...., qn ). It is shown that, with respect to the multidimensional interpolation method, the following equality holds [ABSTRACT FROM AUTHOR]- Published
- 2024
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14. Circumstamces of the submission of my paper in 1956
- Author
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Vlastimil Pták
- Subjects
Numerical Analysis ,Algebra and Number Theory ,Mathematics education ,Discrete Mathematics and Combinatorics ,Geometry and Topology ,Mathematics - Full Text
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15. A Computational Study of Exact Subgraph Based SDP Bounds for Max-Cut, Stable Set and Coloring
- Author
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Elisabeth Gaar and Franz Rendl
- Subjects
90C27 ,Scheme (programming language) ,Mathematical optimization ,Relaxation hierarchy ,General Mathematics ,Maximum cut ,0211 other engineering and technologies ,0102 computer and information sciences ,02 engineering and technology ,Stable set ,90C22 ,01 natural sciences ,symbols.namesake ,FOS: Mathematics ,Coloring ,Semidefinite programming ,Mathematics - Optimization and Control ,computer.programming_language ,Mathematics ,90C22, 90C27 ,021103 operations research ,Full Length Paper ,Numerical analysis ,Dual (category theory) ,010201 computation theory & mathematics ,Optimization and Control (math.OC) ,Independent set ,symbols ,Max-Cut ,Graph optimization ,computer ,Software ,Lagrangian - Abstract
The "exact subgraph" approach was recently introduced as a hierarchical scheme to get increasingly tight semidefinite programming relaxations of several NP-hard graph optimization problems. Solving these relaxations is a computational challenge because of the potentially large number of violated subgraph constraints. We introduce a computational framework for these relaxations designed to cope with these difficulties. We suggest a partial Lagrangian dual, and exploit the fact that its evaluation decomposes into several independent subproblems. This opens the way to use the bundle method from non-smooth optimization to minimize the dual function. Finally computational experiments on the Max-Cut, stable set and coloring problem show the excellent quality of the bounds obtained with this approach., arXiv admin note: substantial text overlap with arXiv:1902.05345
- Published
- 2020
16. Network representations of angular regions for electromagnetic scattering.
- Author
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Daniele, Vito G., Lombardi, Guido, and Zich, Rodolfo S.
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ELECTROMAGNETIC wave scattering ,WIENER-Hopf operators ,SPECTRUM analysis ,WAVE equation ,KERNEL (Mathematics) ,COEFFICIENTS (Statistics) - Abstract
Network modeling in electromagnetics is an effective technique in treating scattering problems by canonical and complex structures. Geometries constituted of angular regions (wedges) together with planar layers can now be approached with the Generalized Wiener-Hopf Technique supported by network representation in spectral domain. Even if the network representations in spectral planes are of great importance by themselves, the aim of this paper is to present a theoretical base and a general procedure for the formulation of complex scattering problems using network representation for the Generalized Wiener Hopf Technique starting basically from the wave equation. In particular while the spectral network representations are relatively well known for planar layers, the network modelling for an angular region requires a new theory that will be developed in this paper. With this theory we complete the formulation of a network methodology whose effectiveness is demonstrated by the application to a complex scattering problem with practical solutions given in terms of GTD/UTD diffraction coefficients and total far fields for engineering applications. The methodology can be applied to other physics fields. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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17. ANNOUNCEMENT: 2000 Best Paper Award Committee
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Erich Novak and Vladimir Temlyakov
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Statistics and Probability ,Numerical Analysis ,Algebra and Number Theory ,Control and Optimization ,ComputingMilieux_THECOMPUTINGPROFESSION ,General Mathematics ,Applied Mathematics ,GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries) ,GeneralLiterature_MISCELLANEOUS ,ComputingMilieux_MISCELLANEOUS ,Mathematics ,Management - Full Text
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18. Thomas Daun, Leszek Plaskota, Greg W. Wasilkowski Win the 2011 Best Paper Award
- Author
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Ian H. Sloan, Joseph F. Traub, Henryk Wozniakowski, and Erich Novak
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Statistics and Probability ,Numerical Analysis ,Control and Optimization ,Algebra and Number Theory ,Applied Mathematics ,General Mathematics ,Theology ,Mathematics - Full Text
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19. Finite-time lag synchronization for two-layer complex networks with impulsive effects.
- Author
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Chu, Yao, Han, Xiuping, and Rakkiyappan, R.
- Subjects
SYNCHRONIZATION ,MATHEMATICS ,STATISTICS ,INITIAL value problems ,NUMERICAL analysis - Abstract
This paper mainly considered the finite-time lag synchronization for two-layer complex networks with impulsive effects. Different types of controllers were designed to achieve the lag synchronization of two-layer complex networks. Several sufficient conditions on lag synchronization in the sense of finite time were derived. The time for synchronization was also estimated. It is important to note that synchronization time was influenced by the initial value, as well as the impulses and impulse sequence. This implied that different impulse effects result in varying synchronization times. Additionally, desynchronizing impulses can extend the synchronization time, whereas synchronizing impulses have the opposite effect. Finally, a numerical example was presented to showcase the practicality and validity of the proposed theoretical criteria. [ABSTRACT FROM AUTHOR]
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- 2024
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20. Synchronization for discrete coupled fuzzy neural networks with uncertain information via observer-based impulsive control.
- Author
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Zhou, Weisong, Wang, Kaihe, and Zhu, Wei
- Subjects
SYNCHRONIZATION ,INFORMATION sharing ,COMMUNICATION ,NUMERICAL analysis ,MATHEMATICS - Abstract
This paper discussed the synchronization of impulsive fuzzy neural networks (FNNs) with uncertainty of information exchange. Since the data of neural networks (NNs) cannot be completely measured in reality, we designed an observer-based impulsive controller on the basis of the partial measurement results and achieved the purpose of reducing the communication load and the controller load of FNNs. In terms of the Lyapunov stability theory, an impulsive augmented error system (IAES) was established and two sufficient criteria to guarantee the synchronization of our FNNs system were obtained. Finally, we demonstrated the validity of the results by a numerical example. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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21. A fractional-order compartmental model for the spread of the COVID-19 pandemic
- Author
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Abdul Q. M. Khaliq and T. A. Biala
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Numerical Analysis ,Empirical data ,education.field_of_study ,Coronavirus disease 2019 (COVID-19) ,Applied Mathematics ,Population ,Parameter estimation and identifiability ,COVID-19 ,01 natural sciences ,SEIR model ,Time-fractional model ,010305 fluids & plasmas ,Order (exchange) ,Modeling and Simulation ,0103 physical sciences ,Pandemic ,Statistics ,Identifiability ,010306 general physics ,education ,Sensitivity analysis ,Basic reproduction number ,Contact tracing ,Mathematics ,Research Paper - Abstract
We propose a time-fractional compartmental model (SEI A I S HRD) comprising of the susceptible, exposed, infected (asymptomatic and symptomatic), hospitalized, recovered and dead population for the COVID-19 pandemic. We study the properties and dynamics of the proposed model. The conditions under which the disease-free and endemic equilibrium points are asymptotically stable are discussed. Furthermore, we study the sensitivity of the parameters and use the data from Tennessee state (as a case study) to discuss identifiability of the parameters of the model. The non-negative parameters in the model are obtained by solving inverse problems with empirical data from California, Florida, Georgia, Maryland, Tennessee, Texas, Washington and Wisconsin. The basic reproduction number is seen to be slightly above the critical value of one suggesting that stricter measures such as the use of face-masks, social distancing, contact tracing, and even longer stay-at-home orders need to be enforced in order to mitigate the spread of the virus. As stay-at-home orders are rescinded in some of these states, we see that the number of cases began to increase almost immediately and may continue to rise until the end of the year 2020 unless stricter measures are taken.
- Published
- 2021
22. Comprehensive Numerical Analysis of Finite Difference Time Domain Methods for Improving Optical Waveguide Sensor Accuracy
- Author
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Mohd Saiful Dzulkefly Zan, M. Mosleh E. Abu Samak, Ahmad Ashrif A Bakar, and Muhammad Kashif
- Subjects
multi-dimensional FDTD ,02 engineering and technology ,Interval (mathematics) ,lcsh:Chemical technology ,Time saving ,FDTD methods ,Biochemistry ,Analytical Chemistry ,optical waveguide sensor OWS ,Approximation error ,0202 electrical engineering, electronic engineering, information engineering ,Electronic engineering ,lcsh:TP1-1185 ,Electrical and Electronic Engineering ,Instrumentation ,Mathematics ,surface plasmon resonance SPR ,Small number ,Numerical analysis ,Finite-difference time-domain method ,020206 networking & telecommunications ,Concept Paper ,021001 nanoscience & nanotechnology ,Atomic and Molecular Physics, and Optics ,Wavelength ,Alternating direction implicit method ,0210 nano-technology ,Algorithm - Abstract
This paper discusses numerical analysis methods for different geometrical features that have limited interval values for typically used sensor wavelengths. Compared with existing Finite Difference Time Domain (FDTD) methods, the alternating direction implicit (ADI)-FDTD method reduces the number of sub-steps by a factor of two to three, which represents a 33% time savings in each single run. The local one-dimensional (LOD)-FDTD method has similar numerical equation properties, which should be calculated as in the previous method. Generally, a small number of arithmetic processes, which result in a shorter simulation time, are desired. The alternating direction implicit technique can be considered a significant step forward for improving the efficiency of unconditionally stable FDTD schemes. This comparative study shows that the local one-dimensional method had minimum relative error ranges of less than 40% for analytical frequencies above 42.85 GHz, and the same accuracy was generated by both methods.
- Published
- 2016
23. An optimization approach for freeway network coordinated traffic control and route guidance.
- Author
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Ma, Minghui and Liang, Shidong
- Subjects
TRAFFIC engineering ,TRAFFIC congestion ,TRANSPORTATION ,EXPRESS highways ,MATHEMATICAL optimization - Abstract
Traffic congestion in freeway network is a prevalent transportation problem and leads to a strong degradation of freeway network facilities. This paper proposes a new coordinated optimization approach for freeway network, aiming to relieve the traffic congestion in freeway network equipped with the coordinated traffic controllers. The challenge is how to solve the problem between the traffic control goals of each path and those of the network. In this paper, the bi-level programming theory is used to address this problem. More exactly, in the path level, the optimal control model is designed to relieve congestion in each path of the test network. Furthermore, in the network level, the optimal model considers the traffic equilibrium and cost optimization. The efficiency of the proposed approach is tested on a well-known traffic network calibrated by the field test data of freeway network. The results show that the proposed approach has positive effects in balancing traffic load and improving the service level of freeway networks. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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24. SOME RESULTS ON DRAZIN-DAGGER MATRICES, RECIPROCAL MATRICES, AND CONJUGATE EP MATRICES.
- Author
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Mortezaei, M. and Aghamollaei, Gh.
- Subjects
MATRICES (Mathematics) ,ALGEBRA ,MATHEMATICS ,NUMERICAL analysis ,INVERSE functions - Abstract
In this paper, a class of matrices, namely, Drazin-dagger ma- trices, in which the Drazin inverse and the Moore-Penrose inverse com- mute, is introduced. Also, some properties of the generalized inverses of these matrices, are investigated. Moreover, some results about the Moore- Penrose inverse, the Drazin inverse and the numerical range of some re- ciprocal matrices are obtained. In particular, the relations between re- ciprocal matrices, Drazin-Dagger matrices and star order are established. Also, some properties of the generalized inverses of the conjugate EP ma- trices are studied. To illustrate the results, some numerical examples are also given. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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25. The interpolated variational iteration method for solving a class of nonlinear optimal control problems.
- Author
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Shirazian, Mohammad
- Subjects
NUMERICAL analysis ,BOUNDARY value problems ,PONTRYAGIN spaces ,MATHEMATICS ,POLYNOMIALS - Abstract
Despite the variety of methods available to solve nonlinear optimal control problems, numerical methods are still evolving to solve these problems. This paper deals with the numerical solution of nonlinear optimal control affine problems by the interpolated variational iteration method, which was introduced in 2016 to improve the variational iteration method. For this purpose, the optimality conditions are first derived as a two-point boundary value problem and then converted to an initial value problem with the unknown initial values for costates. The speed and convergence of the method are compared with the existing methods in the form of three examples, and the initial values of the costates are obtained by an efficient technique in each iteration. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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26. Construction of weak solutions to compressible Navier–Stokes equations with general inflow/outflow boundary conditions via a numerical approximation.
- Author
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Kwon, Young-Sam and Novotný, Antonin
- Subjects
NAVIER-Stokes equations ,HARMONIC analysis (Mathematics) ,DIFFERENTIAL geometry ,NUMERICAL analysis ,MATHEMATICS ,FUNCTIONAL analysis - Abstract
The construction of weak solutions to compressible Navier–Stokes equations via a numerical method (including a rigorous proof of the convergence) is in a short supply, and so far, available only for one sole numerical scheme suggested in Karper (Numer Math, 125(3):441–510, 2013) for the no slip boundary conditions and the isentropic pressure with adiabatic coefficient γ > 3 . Here we consider the same problem for the general non zero inflow–outflow boundary conditions, which is definitely more appropriate setting from the point of view of applications, but which is essentially more involved as far as the existence of weak solutions is concerned. There is a few recent proofs of existence of weak solutions in this setting, but none of them is performed via a numerical method. The goal of this paper is to fill this gap. The existence of weak solutions on the continuous level requires several tools of functional and harmonic analysis and differential geometry whose numerical counterparts are not known. Our main strategy therefore consists in rewriting of the numerical scheme in its variational form modulo remainders and to apply and/or to adapt to the new variational formulation the tools developed in the theoretical analysis. In addition to the result, which is new, the synergy between numerical and theoretical analysis is the main originality of the present paper. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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27. On the construction of multiresolution analyses associated to general subdivision schemes.
- Author
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Kui, Zhiqing, Baccou, Jean, and Liandrat, Jacques
- Subjects
SUBDIVISION surfaces (Geometry) ,WAVELETS (Mathematics) ,NUMERICAL analysis ,DATA analysis ,MATHEMATICS - Abstract
Subdivision schemes are widely used in numerical mathematics such as signal/image approximation, analysis and control of data or numerical analysis. However, to develop their full power, subdivision schemes should be incorporated into a multiresolution analysis that, mimicking wavelet analyses, provides a multi-scale decomposition of a function, a curve, or a surface. The ingredients needed to define a multiresolution analysis associated to a subdivision scheme are a decimation scheme and detail operators. Their construction is not straightforward as soon as the subdivision scheme is non-interpolatory. This paper is devoted to the construction of decimation schemes and detail operators compatible with general subdivision schemes, including non-linear ones. Analysis of the performances of the constructed analyses is carried out. Some numerical applications are presented in the framework of image approximation. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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28. Numerical Literacy and Math Self-Concept: Children-Friendly Learning in Inclusive Elementary Schools.
- Author
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Danuri, Waluya, S. B., Sugiman, and Sukestiyarno, Y. L.
- Subjects
NUMERICAL analysis ,MATHEMATICS ,ELEMENTARY schools ,LEARNING ,DATA analysis - Abstract
Numerical literacy refers to the knowledge and ability to use various numbers and basic mathematical symbols to solve problems, while math self-concept means the assessment of students' skills, abilities, enjoyment, and interest in the subject. However, children with special needs and normal students in inclusive Elementary Schools are yet to sufficiently acquire learning that accommodates literacy and maths self-concept. This causes a need for the implementation of a children-friendly learning process. Therefore, this study aimed to identify the factors influencing the numeracy level and math self-concept, and also explore the obstacles in implementing children-friendly learning in order to facilitate students' abilities. A qualitative method was applied because of in-depth data exploration regarding children with special needs, while the utilized instruments include tests, questionnaires, and interviews. Both the data collected and the analysis are qualitative, which are obtained through excavation, identification, and description. Consequently, this paper was able to (a) describe the factors influencing the numeracy level and math self-concept in inclusive elementary schools; (b) explore the barriers to implementing children-friendly learning; and (c) identify the relationship between students' numeracy and math self-concept. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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29. Fast fixed-time synchronization of T--S fuzzy complex networks.
- Author
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Shuai Liu, Lingli Zhao, Wanli Zhang, Xinsong Yang, and Alsaadi, Fuad E.
- Subjects
SYNCHRONIZATION ,FUZZY sets ,NUMERICAL analysis ,MATHEMATICS ,TIME measurements - Abstract
In this paper, fast fixed-time (FDT) synchronization of T--S fuzzy (TSF) complex networks (CNs) is considered. The given control schemes can make the CNs synchronize with the given isolated system more fleetly than the most of existing results. By constructing comparison system and applying new analytical techniques, sufficient conditions are established to derive fast FDT synchronization speedily. In order to give some comparisons, FDT synchronization of the considered CNs is also presented by designing FDT fuzzy controller. Numerical examples are given to illustrate our new results. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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30. Cross-validation under separate sampling: strong bias and how to correct it
- Author
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Amin Zollanvari, Ulisses Braga-Neto, and Edward R. Dougherty
- Subjects
Statistics and Probability ,Source code ,media_common.quotation_subject ,Population ,Biochemistry ,Cross-validation ,Neoplasms ,Statistics ,Humans ,education ,Molecular Biology ,Selection Bias ,media_common ,Mathematics ,Oligonucleotide Array Sequence Analysis ,Probability ,Selection bias ,education.field_of_study ,Numerical analysis ,Sampling (statistics) ,Estimator ,Parkinson Disease ,Original Papers ,Computer Science Applications ,Computational Mathematics ,Computational Theory and Mathematics ,Pattern recognition (psychology) ,Transcriptome ,Algorithm - Abstract
Motivation: It is commonly assumed in pattern recognition that cross-validation error estimation is ‘almost unbiased’ as long as the number of folds is not too small. While this is true for random sampling, it is not true with separate sampling, where the populations are independently sampled, which is a common situation in bioinformatics. Results: We demonstrate, via analytical and numerical methods, that classical cross-validation can have strong bias under separate sampling, depending on the difference between the sampling ratios and the true population probabilities. We propose a new separate-sampling cross-validation error estimator, and prove that it satisfies an ‘almost unbiased’ theorem similar to that of random-sampling cross-validation. We present two case studies with previously published data, which show that the results can change drastically if the correct form of cross-validation is used. Availability and implementation: The source code in C++, along with the Supplementary Materials, is available at: http://gsp.tamu.edu/Publications/supplementary/zollanvari13/. Contact: ulisses@ece.tamu.edu Supplementary information: Supplementary data are available at Bioinformatics online.
- Published
- 2014
31. Stability for localized integral operators on weighted spaces of homogeneous type.
- Author
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Fang, Qiquan, Shin, Chang Eon, and Tao, Xiangxing
- Subjects
HOMOGENEOUS spaces ,INTEGRAL operators ,LINEAR operators ,NUMERICAL analysis ,OPERATOR algebras ,MATHEMATICS - Abstract
Linear operators with off‐diagonal decay appear in many areas of mathematics including harmonic and numerical analysis, and their stability is one of the basic assumptions. In this paper, we consider a family of localized integral operators in the Beurling algebra with kernels having mild singularity near the diagonal and certain Hölder continuity property, and prove that their weighted stabilities for different exponents and Muckenhoupt weights are equivalent to each other on a space of homogeneous type with Ahlfors regular measure. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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32. A Nonlocal Graph-PDE and Higher-Order Geometric Integration for Image Labeling.
- Author
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Sitenko, Dmitrij, Boll, Bastian, and Schnörr, Christoph
- Subjects
NUMERICAL analysis ,VECTOR fields ,DIFFERENCE equations ,PARAMETERIZATION ,MATHEMATICS - Abstract
This paper introduces a novel nonlocal partial difference equation (G-PDE) for labeling metric data on graphs. The G-PDE is derived as a nonlocal reparametrization of the assignment flow approach that was introduced in [J. Math. Imaging Vision, 58 (2017), pp. 211-238]. Due to this parameterization, solving the G-PDE numerically is shown to be equivalent to computing the Riemannian gradient flow with respect to a nonconvex potential. We devise an entropy-regularized difference of convex (DC) functions decomposition of this potential and show that the basic geometric Euler scheme for integrating the assignment flow is equivalent to solving the G-PDE by an established DC programming scheme. Moreover, the viewpoint of geometric integration reveals a basic way to exploit higher-order information of the vector field that drives the assignment flow, in order to devise a novel accelerated DC programming scheme. A detailed convergence analysis of both numerical schemes is provided and illustrated by numerical experiments. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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33. The Probability of Ruin in a Kind of Cox Risk Model with Variable Premium Rate.
- Author
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Rong, Wu and Li, Wei
- Subjects
MARKOV processes ,NUMERICAL analysis ,INTEGRAL equations ,LAPLACE transformation ,PROBABILITY theory ,MATHEMATICAL models ,FUNCTIONAL analysis ,MATHEMATICS - Abstract
In this paper the probability of ruin is investigated under the influence of a premium rate which varies according to the intensity of claims, and the occurrence of claims is described by a Cox process in the considered risk model. The idea is originally enlightened by Jasiulewicz (2001). We make a slight modification on the model and a generalization on the intensity process. By a "backward differential argument" and the Markov property of the intensity process we strictly derive the integral equation satisfied by the probability of ruin. Further, we solve the equation when the intensity process is a homogeneous n -state Markov process by Laplace transforms. At the end of the paper, an example is given. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
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34. IMPACT OF ORDER OF DATA IN WORD PROBLEMS ON DIVISION OF A WHOLE INTO UNEQUAL PARTS.
- Author
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Novotná, Jarmila and Chvál, Martin
- Subjects
WORD problems (Mathematics) ,DIVISION ,ACADEMIC achievement ,NUMERICAL analysis ,MATHEMATICS education - Abstract
The paper investigates how the order of numerical data in word problems on division of a whole into unequal parts affects achievement and reasoning of 14-16-year old pupils. The variable was altered in two word problems, in one of which also the context was changed (psychological variable) and in the latter "if-clause" is or is not used (linguistic variable). 182 pupils were involved in the experiment. The solutions were analysed quantitatively using Item Response Theory as well as qualitatively. The data suggest that pupils' success is affected by the order of numerical data in the statement in an unfamiliar context. The presence of "if-clause" in the statement was studied in a two-level problem. The order of numerical data played its role in case of formulations without "if". The results of the experiment are of interest for mathematics education as well as for construction of tests. The paper is an extended version of the paper by Novotná (2018). [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
35. Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model.
- Author
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Sun, Junzi, Vû, Huy, Ellerbroek, Joost, and Hoekstra, Jacco M.
- Subjects
WEATHER forecasting ,AIR traffic controllers ,AIR speed ,WIND measurement ,NUMERICAL weather forecasting - Abstract
Wind and temperature data are important parameters in aircraft performance studies. The lack of accurate measurements of these parameters forces researchers to rely on numerical weather prediction models, which are often filtered for a larger area with decreased local accuracy. Aircraft, however, also transmit information related to weather conditions, in response to interrogation by air traffic controller surveillance radars. Although not intended for this purpose, aircraft surveillance data contains information that can be used for weather models. This paper presents a method that can be used to reconstruct a weather field from surveillance data that can be received with a simple 1090 MHz receiver. Throughout the paper, we answer two main research questions: how to accurately infer wind and temperature from aircraft surveillance data, and how to reconstruct a real-time weather grid efficiently. We consider aircraft as moving sensors that measure wind and temperature conditions indirectly at different locations and flight levels. To address the first question, aircraft barometric altitude, ground velocity, and airspeed are decoded from down-linked surveillance data. Then, temperature and wind observations are computed based on aeronautical speed conversion equations. To address the second question, we propose a novel Meteo-Particle (MP) model for constructing the wind and temperature fields. Short-term local prediction is also possible by employing a predictor layer. Using an unseen observation test dataset, we are able to validate that the mean absolute errors of inferred wind and temperature using MP model are 67% and 26% less than using the interpolated model based on GFS reanalysis data. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
36. Numerical algorithms for the determinant evaluation of general Hessenberg matrices.
- Author
-
Jia, Ji-Teng
- Subjects
MATRICES (Mathematics) ,NUMERICAL analysis ,ALGORITHMS ,ALGEBRA software ,MATHEMATICS - Abstract
Hessenberg matrices frequently arise in many application areas and have been attracted much attention in recent years. In the current paper, we present two numerical algorithms of $$O(n^2)$$ for computing the determinant of an n-by- n general Hessenberg matrix. The algorithms are all suited for implementation using Computer Algebra Systems such as MATLAB and MAPLE. Some numerical examples are provided in order to demonstrate the performance of the proposed algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
37. How to empower Grünwald-Letnikov fractional difference equations with available initial condition?
- Author
-
Yiheng Wei, Jinde Cao, Chuang Li, and Yangquan Chen
- Subjects
FRACTIONAL differential equations ,MATHEMATICS ,TIME-domain analysis ,DYNAMIC programming ,FREQUENCY agility ,NUMERICAL analysis - Abstract
In this paper, the initial condition independence property of Grünwald-Letnikov fractional difference is revealed for the first time. For example, the solution x(k) of equation Ga..., cannot be calculated with initial condition x(a). First, the initial condition independence property is carefully investigated in both time domain and frequency domain. Afterwards, some possible schemes are formulated to make the considered system connect to initial condition. Armed with this information, the concerned property is examined on three modified Grünwald-Letnikov definitions. Finally, results from illustrative examples demonstrate that the developed schemes are sharp. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
38. Predefined-time synchronization of 5D Hindmarsh-Rose neuron networks via backstepping design and application in secure communication.
- Author
-
Lixiong Lin
- Subjects
FRACTIONAL calculus ,MATHEMATICS ,EQUATIONS ,ALGEBRA ,NUMERICAL analysis - Abstract
In this paper, the fast synchronization problem of 5D Hindmarsh-Rose neuron networks is studied. Firstly, the global predefined-time stability of a class of nonlinear dynamical systems is investigated under the complete beta function. Then an active controller via backstepping design is proposed to achieve predefined-time synchronization of two 5D Hindmarsh-Rose neuron networks in which the synchronization time of each state variable of the master-slave 5D Hindmarsh-Rose neuron networks is different and can be defined in advance, respectively. To show the applicability of the obtained theoretical results, the designed predefined-time backstepping controller is applied to secure communication to realize asynchronous communication of multiple different messages. Three numerical simulations are provided to validate the theoretical results. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
39. A generalization of the AOR iteration method for solving absolute value equations.
- Author
-
Li, Cui-Xia
- Subjects
GENERALIZATION ,ABSOLUTE value ,MATHEMATICS ,NUMERICAL analysis ,BOUNDARY element methods - Abstract
In this paper, based on the accelerated over relaxation (AOR) iteration method, a generalization of the AOR iteration method is presented to solve the absolute value equations (AVE), which is called the GAOR method. The convergence conditions of the GAOR method are obtained. Numerical experiments are presented in order to verify the feasibility of the GAOR method. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
40. Who sells to whom in the suburbs? Home price inflation and the dynamics of sellers and buyers in the metropolitan region of Paris, 1996–2012.
- Author
-
Le Goix, Renaud, Giraud, Timothée, Cura, Robin, Le Corre, Thibault, and Migozzi, Julien
- Subjects
HOME prices ,PRICE inflation ,SUBURBS ,SINGLE family housing ,SOCIAL groups ,RETIREES ,CONSUMER price indexes - Abstract
Price inflation has outbalanced the income of residents and buyers in major post-industrial city-regions, and real estate has become an important driver of these inequalities. In a context of a resilient inflation of home values during the last two decades in the greater Paris Region, it is critical to examine housing price dynamics to get a better understanding of socioeconomic segregation. This paper aims at presenting spatial analysis of the dynamics of segregation pertaining to inflation, analyzing price and sellers and buyers data. Using interpolation techniques and multivariate analysis, the paper presents a spatial analysis of property-level data from the Paris Chamber of Notaries (1996-2012) in a GIS (159,000 transactions in suburban areas, single family homes only). Multivariate analysis capture price change and local trajectories of occupational status, i.e. changes in balance between inward and outward flows of sellers and buyers. We adopt a method that fits the fragmented spatial patterns of suburbanization. To do so, we remove the spatial bias by means of a regular 1-km spatial grid, interpolating the variables within it, using a time-distance matrix. The main results are threefold. We document the spatial patterns of professionalization (a rise of executives, intermediate occupation and employees) to describe the main trends of inward mobility in property ownership in suburbs, offsetting the outward mobility of retired persons. Second, neighborhood trajectories are related the diverging patterns of appreciation, between local contexts of accumulation with a growth of residential prices, and suburbs with declining trends. The maturity of suburbanization yields a diversified structure of segregation between the social groups, that do not simply oppose executives vs. blue collar suburbs. A follow-up research agenda is finally outlined. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
41. Confirmation and the generalized Nagel-Schaffner model of reduction: a Bayesian analysis.
- Author
-
Tešić, Marko
- Subjects
BAYESIAN analysis ,MATHEMATICAL models ,NUMERICAL analysis ,MATHEMATICS ,MATHEMATICS theorems - Abstract
In their 2010 (Erkenntnis 73:393-412) paper, Dizadji-Bahmani, Frigg, and Hartmann (henceforth 'DFH') argue that the generalized version of the Nagel-Schaffner model that they have developed (henceforth 'the GNS') is the right one for intertheoretic reduction, i.e. the kind of reduction that involves theories with largely overlapping domains of application. Drawing on the GNS, DFH (Synthese 179:321-338, 2011) presented a Bayesian analysis of the confirmatory relation between the reducing theory and the reduced theory and argued that, post-reduction, evidence confirming the reducing theory also confirms the reduced theory and evidence confirming the reduced theory also confirms the reducing theory, which meets the expectations one has about theories with largely overlapping domains. In this paper, I argue that the Bayesian analysis presented by DFH (Synthese 179:321-338, 2011) faces difficulties. In particular, I argue that the conditional probabilities that DFH introduce to model the bridge law entail consequences that run against the GNS. However, I also argue that, given slight modifications of the analysis that are in agreement with the GNS, one is able to account for these difficulties and, moreover, one is able to more rigorously analyse the confirmatory relation between the reducing and the reduced theory. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
42. Reproducibility and the Concept of Numerical Solution.
- Author
-
Lenhard, Johannes and Küster, Uwe
- Subjects
COMPUTER simulation ,NUMERICAL analysis ,MATHEMATICS ,REPRODUCIBLE research ,PROBLEM solving - Abstract
In this paper, we show that reproducibility is a severe problem that concerns simulation models. The reproducibility problem challenges the concept of numerical solution and hence the conception of what a simulation actually does. We provide an expanded picture of simulation that makes visible those steps of simulation modeling that are numerically relevant, but often escape notice in accounts of simulation. Examining these steps and analyzing a number of pertinent examples, we argue that numerical solutions are importantly different from usual mathematical solutions. They are do not merely approximate the latter, but introduce new problems, including issues of artificiality, stability, and well-posedness. Consequently, simulation modelling can attain reproducibility only to a certain degree because it is working with numerical solutions (in a sense we specify in the paper). [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
43. Nonstandard rank-one nonincreasing maps on symmetric matrices.
- Author
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Orel, Marko
- Subjects
MATRICES (Mathematics) ,MATHEMATICS ,MATHEMATICAL physics ,VECTOR spaces ,NUMERICAL analysis - Abstract
A map that is defined on the set of all symmetric matrices over a field is rank-one nonincreasing if it maps the matrices of rank one to matrices of rank at most one. In the case of the fields with two or three elements nonstandard examples of such additive maps are known to exist. In this paper, all these maps are characterized. Moreover, the existence of nonstandard maps is understood in a geometric sense since they exist precisely in the two cases, where the whole n-dimensional vector space over can be written as a union of two hyperbolic/parabolic quadrics of low indices. This geometric interpretation enables us to realize that these weird examples represent just a tip of an iceberg that appears in an analogous problem on symmetric tensors, where nonstandard maps exist also over larger fields. A few open problems related to the multilinear analog and to homogeneous polynomials are posed. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
44. Some inequalities involving quadratic forms of operator means.
- Author
-
Raïssouli, Mustapha
- Subjects
QUADRATIC forms ,MATHEMATICS ,MATHEMATICAL analysis ,NUMERICAL analysis ,HILBERT space - Abstract
Let T and S be two self-adjoint positive invertible operators of a complex Hilbert space H. In this paper, we investigate some inequalities involving the quadratic forms of the weighted arithmetic and harmonic means of T and S. Application for operator entropies is also discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
45. Fuzzy Linguistic Optimization on Surface Roughness for CNC Turning.
- Author
-
Tian-Syung Lan
- Subjects
FUZZY logic ,FUZZY systems ,EQUATIONS ,MATHEMATICS ,NUMERICAL analysis - Abstract
Surface roughness is often considered the main purpose in contemporary computer numerical controlled (CNC) machining industry. Most existing optimization researches for CNC finish turning were either accomplished within certain manufacturing circumstances or achieved through numerous equipment operations. Therefore, a general deduction optimization scheme is deemed to be necessary for the industry. In this paper, the cutting depth, feed rate, speed, and tool nose runoff with low, medium, and high level are considered to optimize the surface roughness for finish turning based on L
9 (34 ) orthogonal array. Additionally, nine fuzzy control rules using triangle membership function with respective to five linguistic grades for surface roughness are constructed. Considering four input and twenty output intervals, the defuzzification using center of gravity is then completed. Thus, the optimum general fuzzy linguistic parameters can then be received. The confirmation experiment result showed that the surface roughness from the fuzzy linguistic optimization parameters is significantly advanced compared to that from the benchmark. This paper certainly proposes a general optimization scheme using orthogonal array fuzzy linguistic approach to the surface roughness for CNC turning with profound insight. [ABSTRACT FROM AUTHOR]- Published
- 2010
- Full Text
- View/download PDF
46. SUBCRITICAL NONLINEAR DISSIPATIVE EQUATIONS ON A HALF-LINE.
- Author
-
Benitez, Felipe, Kaikina, Elena I., and Ruiz-Paredes, Hector F.
- Subjects
NUMERICAL analysis ,NONLINEAR statistical models ,EQUATIONS ,MATHEMATICS ,ALGEBRA - Abstract
In this paper we are interested in the global existence and large time behavior of solutions to the initial- boundary value problem for sub critical nonlinear dissipative equations (Multiple line equation(s) cannot be represented in ASCII text) where the nonlinear term N(u, u
x ) depends on the unknown function u and its derivative ux and satisfy the estimate (Multiple line equation(s) cannot be represented in ASCII text)The linear operator IK(u) is defined as follows (Multiple line equation(s) cannot be represented in ASCII text) where the constants an , am ϵ R, n, m are integers, m > n. The aim of this paper is to prove the global existence of solutions to the initial-boundary value Problem (1). We find the main term of the asymptotic representation of solutions in sub critical case, when the nonlinear term of equation has the time decay rate less then that of the linear terms. Also we give some general approach to obtain global existence of solution of initial-boundary value problem in sub critical case and elaborate general sufficient conditions to obtain asymptotic expansion of solution. [ABSTRACT FROM AUTHOR]- Published
- 2009
47. STRONG μ-FASTER CONVERGENCE AND STRONG μ-ACCELERATION OF CONVERGENCE BY REGULAR MATRICES.
- Author
-
Aasma, A.
- Subjects
ACCELERATION (Mechanics) ,STOCHASTIC convergence ,MATRIX method (Indexing) ,MATHEMATICS ,NUMERICAL analysis - Abstract
The present paper continues the study of acceleration of convergence started in the paper [A. Aasma, Proc. Estonian Acad. Sci. Phys. Math., 2006, 55, 4, 195-209]. The new, non-classical convergence acceleration concept, called strong μ-acceleration of convergence (μ is a positive monotonically increasing sequence), is introduced. It is shown that this concept allows to compare the speeds of convergence for a larger set of sequences than the classical convergence acceleration concept. Regular matrix methods are used to accelerate the convergence of sequences. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
48. Stationary distributions of Euler-Maruyama-type stochastic difference equations with Markovian switching and their convergence.
- Author
-
Yuan, C. and Mao, X.
- Subjects
STOCHASTIC differential equations ,DIFFERENTIAL equations ,CALCULUS ,NUMERICAL analysis ,STOCHASTIC convergence ,MATHEMATICS - Abstract
Stochastic differential equations with Markovian switching (SDEwMSs), one of the important classes of hybrid systems, have been used to model many physical systems that are subject to frequent unpredictable structural changes. The research in this area has been both theoretical and applied. Although the numerical methods for stochastic differential equations (SDEs) have been well studied, there are only a few results on the numerical solutions for SDEwMSs. By this manuscript we continue our series of papers on numerical solutions of SDEwMSs. The main aim of this paper is to investigate the stationary distributions of Euler-Maruyama-type stochastic difference equations with Markovian switching (EMSDEwMSs) and discuss their convergence. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
49. Primal-dual active-set method for solving the unilateral pricing problem of American better-of options on two assets.
- Author
-
Qian, Yiyuan, Song, Haiming, Wang, Xiaoshen, and Zhang, Kai
- Subjects
ALGORITHMS ,LATTICE theory ,NUMERICAL analysis ,EULER method ,MATHEMATICS - Abstract
In this paper, an efficient numerical algorithm is proposed for the valuation of unilateral American better-of options with two underlying assets. The pricing model can be described as a backward parabolic variational inequality with variable coefficients on a two-dimensional unbounded domain. It can be transformed into a one-dimensional bounded free boundary problem by some conventional transformations and the far-field truncation technique. With appropriate boundary conditions on the free boundary, a bounded linear complementary problem corresponding to the option pricing is established. Furthermore, the full discretization scheme is obtained by applying the backward Euler method and the finite element method in temporal and spatial directions, respectively. Based on the symmetric positive definite property of the discretized matrix, the value of the option and the free boundary are obtained simultaneously by the primal-dual active-set method. The error estimation is established by the variational theory. Numerical experiments are carried out to verify the efficiency of our method at the end. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
50. Stochastic analysis of an adaptive cubic regularization method under inexact gradient evaluations and dynamic Hessian accuracy.
- Author
-
Bellavia, Stefania and Gurioli, Gianmarco
- Subjects
NUMERICAL analysis ,MATHEMATICS - Abstract
We here adapt an extended version of the adaptive cubic regularization method with dynamic inexact Hessian information for nonconvex optimization in Bellavia et al. [Adaptive cubic regularization methods with dynamic inexact hessian information and applications to finite-sum minimization. IMA Journal of Numerical Analysis. 2021;41(1):764–799] to the stochastic optimization setting. While exact function evaluations are still considered, this novel variant inherits the innovative use of adaptive accuracy requirements for Hessian approximations introduced in the just quoted paper and additionally employs inexact computations of the gradient. Without restrictions on the variance of the errors, we assume that these approximations are available within a sufficiently large, but fixed, probability and we extend, in the spirit of Cartis and Scheinberg [Global convergence rate analysis of unconstrained optimization methods based on probabilistic models. Math Program Ser A. 2018;159(2):337–375], the deterministic analysis of the framework to its stochastic counterpart, showing that the expected number of iterations to reach a first-order stationary point matches the well-known worst-case optimal complexity. This is, in fact, still given by O (ϵ − 3 / 2) , with respect to the first-order ϵ tolerance. Finally, numerical tests on nonconvex finite-sum minimization confirm that using inexact first- and second-order derivatives can be beneficial in terms of the computational savings. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
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