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Difference equation

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A difference equation is a mathematical equation that relates a function or sequence to its differences, typically involving discrete variables. It expresses the relationship between values of a sequence at different points, often used in the analysis of discrete dynamical systems and numerical methods.
lightbulbAbout this topic
A difference equation is a mathematical equation that relates a function or sequence to its differences, typically involving discrete variables. It expresses the relationship between values of a sequence at different points, often used in the analysis of discrete dynamical systems and numerical methods.

Key research themes

1. How can explicit closed-form solutions be obtained for various classes of difference equations with constant and variable coefficients?

Solving difference equations and obtaining explicit closed-form solutions remain central challenges, especially for equations with variable coefficients or nonlinearities. This theme covers methodologies—such as factorization of shift operators, use of continued fractions, characteristic polynomials, and transformations—that yield analytical or combinatorial solutions. The resulting closed forms facilitate deeper qualitative analysis, including stability and oscillation properties.

Key finding: The paper provides closed-form solutions to second-order linear difference equations with variable coefficients by factoring quadratic shift operators. It demonstrates that, under mild assumptions, solutions can be expressed... Read more
Key finding: This work establishes an elegant theoretical framework to derive a general solution representation for higher-order bilinear rational difference equations with delay. By connecting the solutions to generalized Fibonacci-type... Read more
Key finding: The paper generalizes Laplace's hyperbolic-cosine-type difference equation by identifying explicit closed-form solutions using transformations linked to hyperbolic functions. It uncovers how such equations can be treated... Read more
Key finding: This study introduces a general class of theoretically solvable difference equations that extend the hyperbolic-cotangent types. It reveals that solvability arises from distinct algebraic relations unrelated directly to... Read more
Key finding: The authors develop foundational formulas for computing nth order finite differences on arbitrary discrete time scales, expressed through explicit coefficients derived from graininess functions. They establish recurrence... Read more

2. What theoretical and methodical frameworks ensure stability and approximate solvability of difference equations?

Ensuring the stability and robust solvability of difference equations under perturbations or approximate data is critical for applications involving imperfect information or numerical methods. This theme emphasizes fixed point theorems, Ulam stability, perturbation methods, and related operator-theoretic approaches. These frameworks provide rigorous guarantees on solution existence, uniqueness, and continuous dependence, extending from linear to nonlinear cases and across diverse functional spaces.

Key finding: The authors introduce a fixed point method to analyze Ulam-type stability of difference equations of arbitrary order in metric spaces without group structure. They generalize previous stability results by establishing... Read more
Key finding: This expository paper extends Ulam stability results of difference equations to normed, metric, b-metric, and 2-normed spaces. It clarifies the symmetry between stability outcomes in these contexts and improves several known... Read more
Key finding: This work introduces the enriched Prešić-type operators extending classical contraction mappings on product spaces and establishes existence and uniqueness of fixed points along with iterative convergence results. It proves... Read more

3. How do structural properties and oscillatory/bifurcation behavior characterize nonlinear and higher-order difference equations?

Understanding oscillation, periodicity, and bifurcation phenomena in nonlinear and higher-order difference equations illuminates long-term behaviors essential for modeling applications from biology to economics. This theme includes derivation of explicit oscillation criteria, delay and neutral term influence, bifurcation analysis of ecological and mechanical systems, and linkages to stability and iteration methods. This knowledge enables qualitative prediction of solution patterns critical for scientific modeling.

Key finding: The paper derives new oscillation and asymptotic conditions for a third-order neutral nonlinear difference equation using comparison principles. It establishes criteria ensuring solutions either oscillate or asymptotically... Read more
Key finding: This study furnishes explicit necessary and sufficient conditions for oscillation of all solutions to generalized linear difference equations with multiple delays, in terms of coefficients and delay parameters. The results... Read more
Key finding: The authors investigate a modified ecological difference equation incorporating exponential terms, proving uniqueness and global asymptotic stability of positive equilibria under explicit parameter conditions. They detect... Read more

All papers in Difference equation

This paper is concerned with modification of the Adomian Decomposition Method for solving linear and non-linear Volterra and Volterra-Fredholm Integro-Differential equations. The Modified form of ADM was carried out by replacing the... more
This article is concerned with the following rational difference equation y n+1 = (y n + y n-1 )/(p + y n y n-1 ) with the initial conditions; y -1 , y 0 are arbitrary positive real numbers, and p is positive constant. Locally... more
We investigate the periodic nature of solutions of the max difference equationxn+1=max⁡{xn,A}/(xnxn−1),n=0,1,…, whereAis a positive real parameter, and the initial conditionsx−1=Ar−1andx0=Ar0such thatr−1andr0are positive rational numbers.... more
In this paper, we investigate the asymptotic behavior and periodic nature of positive solutions of the difference equation where A ≥ 0 and 0 ≤ α ≤ 1. We prove that every positive solution of this difference equation approaches x = 1 or is... more
We prove that every positive solution of the max-type difference equation where p, k are positive integers, 0 < α, β < 1, and 0 < A, B.
We present a new stellar model which employs the Buchdahl metric potential for the temporal metric potential in the spherical symmetric configuration, following the Mazur-Mottola (MM) gravastar conjecture within the Einsteinian geometric... more
We investigate the deposition of energy due to the annihilations of neutrinos and antineutrinos on the rotation axis of rotating neutron and quark stars, respectively. The source of the neutrinos is assumed to be a neutrino-cooled... more
Economic dynamics vary across business cycles, particularly in the relationship between output and unemployment. This study examines Okun's Law across 92 countries from 1980 to 2023, focusing on its validity and stability during... more
Gastrointestinal parasitism is one of the diseases that has the highest economic impact on the Argentinian beef production system, rendering it inefficient. In the region of the Humid Pampas, it has been estimated that 22 million dollars... more
A conjecture of Lax [P. Lax, Differential equations, difference equations and matrix theory, Commun. Pure Appl. Math. 11 (1958) [175][176][177][178][179][180][181][182][183][184][185][186][187][188][189][190][191][192][193][194] says that... more
Consider MDAs (X.z) and (Y.i), and stopping times %(0, 0 < t -< 1. Denote ~(t) ~(t) S,(t)=ao + ~ X,i, T,(t)=bo + ~ Y,i, i=1 i=1 and let q0: ]R~IR be a function. If the common distribution converges and if St, T t denote the corresponding... more
We present a mathematically self-contained unification of Persistence-First (PF) and UGV Without Meta (UGV) into a theory that yields cosmic-scale, meta-free superintelligence from first principles under explicit assumptions. The core... more
We give a deductively closed, assumption-minimized account showing that in a closed (no-meta) governance where all regulation is internally implemented (audits, evaluator reweighting, channel composition), and under finite dissipation,... more
We prove that a semigroup S is a semilattice of rectangular bands and groups of order two if and only if it satisfies the identity x = xxx and for all x,y in S, xyx is in the set {xyyx,yyxxy}.
We prove that a semigroup S is a semilattice of rectangular bands and groups of order two if and only if it satisfies the identity x = xxx and for all x,y in S, xyx is in the set {xyyx,yyxxy}.
We develop a theory-only framework for Unified Generative Viability (UGV): starting from a single axiom of causal fecundity (CF)-maximize the time-rate at which a world grows viable structure visible to a fixed evaluator-we derive,... more
We consider general, higher order difference equations of type in which the function f is non-increasing in each coordinate. We obtain sufficient conditions for the asymptotic stability of a unique fixed point relative to an invariant... more
Second order rational difference equations with quadratic terms in their numerators and linear terms in their denominators exhibit a rich variety of dynamic behaviors. It is demonstrated that depending on the parameters and initial... more
We investigate the sampling theory associated with basic Sturm-Liouville eigenvalue problems. We derive two sampling theorems for integral transforms whose kernels are basic functions and the integral is of Jackson's type. The kernel in... more
A mon épouse Adjara et ma fille Samihra, A ma famille, mes amis et à tous ceux qui croient à l'effort et oeuvrent pour la justice, la paix et la dignité humaine. Tout d'abord, je remercie le Professeur Augustin BANYAGA qui me fait un... more
The Operational Observatory of the Catalan Sea (OOCS), created in 2009 at CEAB-CSIC may be considered as a reference marine observatory because of its effectiveness and relatively low-cost functioning and maintenance. The number of time... more
Experimental and simulated time series are necessarily discretized in time. However, many real and artificial systems are more naturally modeled as continuous-time systems. This paper reviews the major techniques employed to estimate a... more
Combinatorial properties of 1D Fibonacci words is a well studied topic in Formal language theory. In the year 2000, Apostolico et.al. extended the concept of one dimensional Fibonacci words to two dimensional Fibonacci arrays and... more
Three different sets of shallow water equations, representing different levels of approximation are considered. The numerical solutions of these different equations for flow past bottom topography in several different flow regimes are... more
Let ν be a rotation invariant Borel probability measure on the complex plane having moments of all orders. Given a positive integer q, it is proved that the space of ν-square integrable q-analytic functions is the closure of q-analytic... more
HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or... more
Mazur and Mottola's gravastar model represents one of the few serious alternatives to the traditional understanding of the black hole. The gravastar is typically regarded as a theoretical alternative for the black hole. This paper... more
The experiment was conducted to determine the crop coefficients and leaf area index of pigeonpea, using a digital weighing type lysimeters. The research was conducted under Department of Irrigation and Drainage Engineering, Dr. Panjabrao... more
We investigate the higher order nonlinear discrete Volterra equations. We study solutions with prescribed asymptotic behavior. For example, we establish sufficient conditions for the existence of asymptotically polynomial, asymptotically... more
We establish some properties of iterations of the remainder operator which assigns to any convergent series the sequence of its remainders. Moreover, we introduce the spaces of multiple absolute summable sequences. We also present some... more
Parallel garbage collection systems consist of two processors, the mutator and the garbage collector, which operate on a conmwn memory of list nodes. The garbage collector repeatedly executes a two-stage cycle that maintains a list of... more
We give an elementary theory of Henselian local rings and construct the Henselization of a local ring. All our theorems have an algorithmic content.
We give an elementary proof of what we call Local Bézout Theorem. Given a system of n polynomials in n indeterminates with coefficients in a henselian local domain, (V, m, k), which residually defines an isolated point in k n of... more
Here, we have fixed two typos. At the end of the proof of Proposition 4.8, we write and h(T In the proof of Lemma 4.9. In line 7 of the proof we write: We have q(T ) ∈ T N +1 + MA[T ] instead of: We have q(T ) ∈ T N
HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or... more
Let R be a local domain, v a valuation of its quotient field centred in R at its maximal ideal. We investigate the relationship between R h , the henselisation of R as local ring, and ṽ, the henselisation of the valuation v, by focussing... more
Monotonic, hump-shaped and zero-correlation productivity-diversity relationships have been found to date in many ecosystems. This diversity of responses has puzzled ecologists in their search for general principles on ecosystem... more
The two-step regression process for whole stand survival modeling has been widely used for multiple species. However, estimating the parameters of a probability model for the discrete event of mortality and a whole stand survival model... more
Motivated by the study of symmetry breaking operators for indefinite orthogonal groups, we give a Gegenbauer expansion of the two variable function |s-t| α in terms of the ultraspherical polynomials C λ ℓ (s) and C µ m (t).... more
The heterogeneous multiscale method (HMM) is applied to various parabolic problems with multiscale coefficients. These problems can be either linear or nonlinear. Optimal estimates are proved for the error between the HMM solution and the... more
Let P be a set of n points in the plane, not all on a line. We show that if n is large then there are at least n/2 ordinary lines, that is to say lines passing through exactly two points of P . This confirms, for large n, a conjecture of... more
Let P be a set of n points in the plane, not all on a line. We show that if n is large then there are at least n/2 ordinary lines, that is to say lines passing through exactly two points of P . This confirms, for large n, a conjecture of... more
This study investigates the 3D motion of a rigid body (RB) rotating around a fixed point, focusing on Lagrange's case while considering the effects of a gyrostatic moment (GM) and a Newtonian force field (NFF). It is notably that the... more
Determinism and unpredictability are compatible since deterministic flows can produce, if sensitive to initial conditions, unpredictable behaviors. Within this perspective, the notion of scenario to chaos transition offers a new form of... more
We study the connectedness property of the spectrum of forcing algebras over a noetherian ring. In particular we present for an integral base ring a geometric criterion for connectedness in terms of horizontal and vertical components of... more
We show that, under some assumptions, the linear recurrence (or difference equation) of order one in a Banach space is nonstable in the Hyers-Ulam sense. Our results are also connected with the notion of shadowing in dynamical systems and... more
A systematic method to derive the nonlocal symmetries for partial differential and differentialdifference equations with two independent variables is presented and shown that the Korteweg-de Vries (KdV) and Burger's equations, Volterra... more
Six height‐age determination methods (Graves, Lenhart, Carmean, Newberry, ratio, and ISSA) were evaluated for their accuracy and sensitivity to sample size in determining height‐age pairs using stem analysis data from plantation-grown... more
Thermal sampling peaks recorded after windowing polarization are studied for the segmental mode in poly͑⑀-caprolactone͒. Also, numerical decompositions of the global thermally stimulated depolarization current peak into pure Debye... more
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