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Les piles de sable Kadanoff / Kadanoff sandpilesPerrot, Kévin 27 June 2013 (has links)
Les modèles de pile de sable sont une sous-classe d'automates cellulaires. Bak et al. les ont introduit en 1987 comme une illustration de la notion intuitive d'auto-organisation critique.Le modèle de pile de sable Kadanoff est un système dynamique discret non-linéaire imagé par des grains cubiques se déplaçant de colonne parfaitement empilée en colonne parfaitement empilée. Pour un paramètre p fixé, une règle d'éboulement est appliquée jusqu'à atteindre une configuration stable, appelée point fixe : si la différence de hauteur entre deux colonnes consécutives est strictement supérieure à p, alors p grains chutent de la colonne de gauche, un retombant sur chacune des p colonnes adjacentes sur la droite.A partir d'une règle locale simple, décrire et comprendre le comportement macroscopique des piles de sable s'avère très rapidement compliqué. La difficulté consiste en la prise en compte simultanée des modalités discrète et continue du système : vue de loin, une pile de sable s'écoule comme un liquide ; mais de près, lorsque l'on s'attache à décrire exactement une configuration, les effets de la dynamique discrète doivent être pris en compte. Si par exemple nous ajoutons un unique grain à une configuration stable, celui-ci déclenche une avalanche qui ne modifie que la couche supérieure de la pile, mais dont la taille est très difficile à prédire car sensible au moindre changement sur la configuration.En analogie avec un sablier, nous nous intéressons en particulier à la séquence des points fixes atteints par l'ajout répété d'un nombre fini de grains à une même position, et à l'émergence de structures étonnamment régulières.Après avoir établi une conjecture sur l'émergence de motifs de vague sur les points fixes, nous nous pencherons dans un premier temps sur une procédure inductive de calcul des points fixes. Chaque étape de l'induction correspond au calcul d'une avalanche provoquée par l'ajout d'un nouveau grain, et nous en proposerons une description simple. Cette étude sera prolongée par la définition de trace des avalanches sur une colonne i, qui capture dans un mot d'un alphabet fini l'information nécessaire à la reconstitution du point fixe pour les colonnes à la droite de l'indice i. Des liens entre les traces à des indices successifs seront alors exploités, liens qui permettent de conclure l'émergence de traces régulières, pour lesquelles la reconstitution du point fixe implique la formation des motifs de vague observés. Cette première approche est concluante pour le plus petit paramètre conjecturé jusqu'ici, p=2.L'étude du cas général que nous proposons passe par la construction d'un nouveau système mêlant différentes représentations des points fixes, qui sera analysé par l'association d'arguments d'algèbre linéaire et combinatoires (liés respectivement aux modalités continue et discrète des piles de sable). Ce résultat d'émergence de régularités dans un système dynamique discret fait appel à des techniques nouvelles, dont la compréhension d'un élément de preuve reste en particulier à raffiner, ce qui permet d'envisager un cadre plus général d'appréhension de la notion d'émergence. / Sandpile models are a subclass of Cellular Automata. Bak et al. introduced them in 1987 for they exemplify the intuitive notion of Self-Organized Criticality.The Kadanoff sandpile model is a non-linear discrete dynamical system illustrating the evolution of cubic sand grains from nicely packed columns to nicely packed columns. For a fixed parameter p, a rule is applied until reaching a stable configuration, called a fixed point : if the height difference between two consecutive columns is strictly greater than p, then p grains fall from the left column, one landing on each of the p adjacent columns on the right.From a simple local rule, to describe and understand the macroscopic behavior of sandpiles is very quickly challenging. The difficulty consists in the simultaneous study of continuous and discrete aspects of the system: on a large scale, a sandpile flows like a liquid; but on a small scale, when we want to describe exactly the shape of a fixed point, the effects of the discrete dynamic must be taken into account. If for example we add a single grain on a stabilized sandpile, it triggers an avalanche that roughly changes only the upper layer of the configuration, but which size is hard to predict because it is sensitive to the tiniest change of the configuration.In analogy with an hourglass, we are particularly interested in the sequence of fixed points reached after adding a finite number of grains on one position, with the aim of explaining the emergence of surprisingly regular patterns.After conjecturing the emergence of wave patterns on fixed points, we firstly consider an inductive procedure for computing fixed points. Each step of the induction corresponds to the computation of an avalanche triggered by the addition of a new grain, for which we propose a simple description. This study is carried on with the definition of the trace of avalanches on a column i, which catches in a word among a finite alphabet enough information in order to reconstruct the fixed point on the right of index i. Links between traces on successive columns are then investigated, links allowing to conclude the emergence of regular traces, whose fixed point's reconstruction involves the appearance and maintain of the wave patterns observed. This first approach is conclusive for the smallest conjectured parameter so far, p=2.The study of the general case goes through the design of a new system meddling in different representations of fixed points, which will be analyzed via an association of arguments of linear algebra and combinatorics (respectively corresponding to the continuous and discrete modalities of sandpiles). This result stating the emergence of regularities in a discrete dynamical system put new technics into light, for which the comprehension of a particular point in the proof remains to be increased. This motivates the consideration of a more general frame of work tackling the notion of emergence.
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Signal Processing on Ambric Processor Array : Baseband processing in radio base stationsQasim, Muhammad, Majid Ali, Chaudhry January 2008 (has links)
<p>The advanced signal processing systems of today require extreme data throughput and low power consumption. The only way to accomplish this is to use parallel processor architecture.</p><p>The aim of this thesis was to evaluate the use of parallel processor architecture in baseband signal processing. This has been done by implementing three demanding algorithms in LTE on Ambric Am2000 family Massively Parallel Processor Array (MPPA). The Ambric chip is evaluated in terms of computational performance, efficiency of the development tools, algorithm and I/O mapping.</p><p>Implementations of Matrix Multiplication, FFT and Block Interleaver were performed. The implementation of algorithms shows that high level of parallelism can be achieved in MPPA especially on complex algorithms like FFT and Matrix multiplication. Different mappings of the algorithms are compared to see which best fit the architecture.</p>
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Asymptotic Integration Of Dynamical SystemsErtem, Turker 01 January 2013 (has links) (PDF)
In almost all works in the literature there are several results showing asymptotic relationships between the solutions of
x&prime / &prime / = f (t, x) (0.1)
and the solutions 1 and t of x&prime / &prime / = 0. More specifically, the existence of a solution of (0.1) asymptotic to x(t) = at + b, a, b &isin / R has been obtained.
In this thesis we investigate in a systematic way the asymptotic behavior as t &rarr / &infin / of solutions of a class of differential equations of the form
(p(t)x&prime / )&prime / + q(t)x = f (t, x), t &ge / t_0 (0.2)
and
(p(t)x&prime / )&prime / + q(t)x = g(t, x, x&prime / ), t &ge / t_0 (0.3)
by the help of principal u(t) and nonprincipal v(t) solutions of the corresponding homogeneous equation
(p(t)x&prime / )&prime / + q(t)x = 0, t &ge / t_0. (0.4)
Here, t_0 &ge / 0 is a real number, p &isin / C([t_0,&infin / ), (0,&infin / )), q &isin / C([t_0,&infin / ),R), f &isin / C([t_0,&infin / ) × / R,R) and g &isin / C([t0,&infin / ) × / R × / R,R).
Our argument is based on the idea of writing the solution of x&prime / &prime / = 0 in terms of principal and nonprincipal solutions as x(t) = av(t) + bu(t), where v(t) = t and u(t) = 1.
In the proofs, Banach and Schauder&rsquo / s fixed point theorems are used. The compactness of the operator is obtained by employing the compactness criteria of Riesz and Avramescu.
The thesis consists of three chapters. Chapter 1 is introductory and provides statement of the problem, literature review, and basic definitions and theorems.
In Chapter 2 first we deal with some asymptotic relationships between the solutions of (0.2) and the principal u(t) and nonprincipal v(t) solutions of (0.4). Then we present existence of a monotone positive solution of (0.3) with prescribed asimptotic behavior.
In Chapter 3 we introduce the existence of solution of a singular boundary value problem to the Equation (0.2).
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Iterative Methods for Minimization Problems over Fixed Point SetsChen, Yen-Ling 02 June 2011 (has links)
In this paper we study through iterative methods the minimization problem
min_{x∈C} £K(x) (P)
where the set C of constraints is the set of fixed points of a nonexpansive mapping T in a real Hilbert space H, and the objective function £K:H¡÷R is supposed to be continuously Gateaux dierentiable. The gradient projection method for solving problem (P) involves with the projection P_{C}. When C = Fix(T), we provide a
so-called hybrid iterative method for solving (P) and the method involves with the mapping T only. Two special cases are included: (1) £K(x)=(1/2)||x-u||^2 and (2) £K(x)=<Ax,x> - <x,b>. The first case corresponds to finding a fixed point of T which is closest to u from the fixed point set Fix(T). Both cases have received a lot of investigations recently.
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Inverse strongly monotone operators and variational inequalitiesChi, Wen-te 23 June 2009 (has links)
In this paper, we report existing convergence results on monotone variational inequalities where the governing monotone operators are either strongly monotone or inverse strongly monotone. We reformulate the variational inequality problem as
an equivalent fixed point problem and then use fixed point iteration method to solve the original variational inequality problem. In the case of strong monotonicity case we use the Banach¡¦s contraction principle to define out iteration sequence; while in the case of inverse strong monotonicity we use the technique of averaged mappings to define our iteration sequence. In both cases we prove strong convergence for our
iteration methods. An application to a minimization problem is also included.
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Orbital-free density functional theory using higher-order finite differencesGhosh, Swarnava Ghosh 08 June 2015 (has links)
Density functional theory (DFT) is not only an accurate but also a widely used theory for describing the quantum-mechanical electronic structure of matter. In this approach, the intractable problem of interacting electrons is simplified to a tractable
problem of non-interacting electrons moving in an effective potential. Even with this simplification, DFT remains extremely computationally expensive. In particular, DFT scales cubically with respect to the number of atoms, which restricts the size of systems that can be studied. Orbital free density functional theory (OF-DFT)
represents a simplification of DFT applicable to metallic systems that behave like a free-electron gas.
Current implementations of OF-DFT employ the plane-wave basis, the global nature of the basis prevents the efficient use of modern high-performance computer archi-
tectures. We present a real-space formulation and higher-order finite-difference implementation of periodic Orbital-free Density Functional Theory (OF-DFT). Specifically, utilizing a local reformulation of the electrostatic and kernel terms, we develop a gener-
alized framework suitable for performing OF-DFT simulations with different variants of the electronic kinetic energy. In particular, we develop a self-consistent field (SCF)
type fixed-point method for calculations involving linear-response kinetic energy functionals. In doing so, we make the calculation of the electronic ground-state and forces
on the nuclei amenable to computations that altogether scale linearly with the number
of atoms. We develop a parallel implementation of our method using Portable, Extensible Toolkit for scientific computations (PETSc) suite of data structures and routines.
The communication between processors is handled via the Message Passing Interface(MPI). We implement this formulation using the finite-difference discretization, us-
ing which we demonstrate that higher-order finite-differences can achieve relatively large convergence rates with respect to mesh-size in both the energies and forces.
Additionally, we establish that the fixed-point iteration converges rapidly, and that it can be further accelerated using extrapolation techniques like Anderson mixing. We verify the accuracy of our results by comparing the energies and forces with
plane-wave methods for selected examples, one of which is the vacancy formation energy in Aluminum. Overall, we demonstrate that the proposed formulation and
implementation is an attractive choice for performing OF-DFT calculations.
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Signal Processing on Ambric Processor Array : Baseband processing in radio base stationsQasim, Muhammad, Majid Ali, Chaudhry January 2008 (has links)
The advanced signal processing systems of today require extreme data throughput and low power consumption. The only way to accomplish this is to use parallel processor architecture. The aim of this thesis was to evaluate the use of parallel processor architecture in baseband signal processing. This has been done by implementing three demanding algorithms in LTE on Ambric Am2000 family Massively Parallel Processor Array (MPPA). The Ambric chip is evaluated in terms of computational performance, efficiency of the development tools, algorithm and I/O mapping. Implementations of Matrix Multiplication, FFT and Block Interleaver were performed. The implementation of algorithms shows that high level of parallelism can be achieved in MPPA especially on complex algorithms like FFT and Matrix multiplication. Different mappings of the algorithms are compared to see which best fit the architecture.
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Sobre coincidências e pontos fixos de aplicações /Cobra, Thiago Taglialatela. January 2010 (has links)
Orientador: Alice Kimie Miwa Libardi / Banca: Edson de Oliveira / Banca: Thiago de Melo / Resumo: O principal objetivo deste trabalho é apresentar conceitos básicos sobre coincidências e pontos fixos de aplicações contínuas usando como ferramentas os Lemas Combinatórios de Sperner e grau de aplicações. Apresentamos também um cálculo do número de Lefschetz de f; g : T2 ¡! T3, onde Th denota uma superfície de genus h, através da fórmula dada por Gonçalves e Oliveira em [3] / Abstract: The main goal of this work is present basic concepts on coincidences and fixed points of continuous maps with Sperner's Combinatorial Lemmas, and degree maps approaches. We also present a calculation of the Lefschetz number of f; g : T2 ¡! T3, where Th denotes surface of genus h, by using the formula given by Gonçalves and Oliveira in [3] / Mestre
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Teoremas de ponto fixo, teoria dos jogos e existência do Equilíbrio de Nash em jogos finitos em forma normalGuarnieri, Felipe Milan January 2018 (has links)
Neste trabalho demonstram-se os teoremas de ponto fixo de Brouwer e Kakutani com o objetivo de provar a existência do equilíbrio de Nash em jogos finitos em forma normal. No primeiro capítulo apresentam-se as definições de teoria dos jogos, começando com jogos finitos em forma normal e terminando com o conceito de equilíbrio de Nash. Na primeira seção do capítulo dois desenvolve-se a teoria de simplexes, em Rn, e se demonstra o teorema de Brouwer. Na seção seguinte, são relacionadas as propriedades de semi-continuidade superior e gráfico fechado em set functions, para então provar os teoremas de Celina e von Neumann que, em conjunto com o teorema de Brouwer, resultam no teorema de Kakutani no fim da seção. Como último resultado é demonstrado o teorema de existência do equilíbrio de Nash em jogos finitos em forma normal através do teorema de Kakutani, mostrando que o equilíbrio de Nash é um ponto fixo de uma set function. / In this work, the fixed-point theorems of Kakutani and Brouwer are proved with the intention of showing the existence of Nash equilibrium in finite normal-form games. In the first chapter the needed definitions of game theory are shown, starting with finite normal-form games and ending with the concept of Nash equilibrium. In the first section of chapter two, simplex theory in Rn is developed and then the Brouwer fixer point theorem is proved. In the next section, some relations of upper hemi-continuity and closed graph in set functions are shown, then proving the theorems of Celina and von Neumann that, along with Brouwer theorem, result in Kakutani fixed-point theorem in the end of the section. As the last result, the existence of Nash equilibrium in finite normal-form games is proved through Kakutani’s theorem, relating the Nash equilibrium to the fixed-point of a set function.
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Ponto fixo: uma introdução no ensino médioAlbuquerque, Philipe Thadeo Lima Ferreira [UNESP] 21 February 2014 (has links) (PDF)
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000790735.pdf: 1590232 bytes, checksum: 5297d173df2a824606d944767eb1610c (MD5) / O principal objetivo deste trabalho consiste na produção de um referencial teórico relacionado aos conceitos de ponto fixo, que possibilite, aos alunos do Ensino Médio, o desenvolvimento de habilidades e competências relacionadas à Matemática. Neste trabalho são colocadas abordagens contextualizadas e proposições referentes às noções de ponto fixo nas principais funções reais (afim, quadrática, modular, dentre outras) e sua interpretação geométrica. São abordados de maneira introdutória os conceitos do teorema do ponto fixo de Brouwer, o teorema do ponto fixo de Banach e o método de resolução de equações por aproximações sucessivas / The main objective of this work is to produce a theoretical concepts related to fixed point, enabling, for high school students, the development of skills and competencies related to Mathematics. This work placed contextualized approaches and proposals relating to notions of fixed point in the main real functions (affine, quadratic, modular, among others) and its geometric interpretation. Are approached introductory concepts of the fixed point theorem of Brouwer's, fixed point theorem of Banach and the method of solving equations by successive approximations
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