Existence and uniqueness theorem for ODE: an overview
๐ Abstract
The study of existence and uniqueness of solutions became important due to the lack of general formula for solving nonlinear ordinary differential equations (ODEs). Compact form of existence and uniqueness theory appeared nearly 200 years after the development of the theory of differential equation. In the article, we shall discuss briefly the differences between linear and nonlinear first order ODE in context of existence and uniqueness of solutions. Special emphasis is given on the Lipschitz continuous functions in the discussion.
๐ก Analysis
The study of existence and uniqueness of solutions became important due to the lack of general formula for solving nonlinear ordinary differential equations (ODEs). Compact form of existence and uniqueness theory appeared nearly 200 years after the development of the theory of differential equation. In the article, we shall discuss briefly the differences between linear and nonlinear first order ODE in context of existence and uniqueness of solutions. Special emphasis is given on the Lipschitz continuous functions in the discussion.
๐ Content
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Existence and uniqueness theorem for ODE: an overview
Swarup Poria and Aman Dhiman
Department of Applied Mathematics,
University of Calcutta,
92, A.P.C.Road, Kolkata-700009, India
Abstract: The study of existence and uniqueness of solutions became important due
to the lack of general formula for solving nonlinear ordinary differential equations (ODEs). Compact form of existence and uniqueness theory appeared nearly 200 years after the development of the theory of differential equation. In the article, we shall discuss briefly the differences between linear and nonlinear first order ODE in context of existence and uniqueness of solutions. Special emphasis is given on the Lipschitz continuous functions in the discussion.
- Introduction: Differential equations are essential for a mathematical description of nature, many of the general laws of nature-in physics, chemistry, biology, economics and engineering โfind their most natural expression in the language of differential equation. Differential Equation(DE) allows us to study all kinds of evolutionary processes with the properties of determinacy; finite-dimensionality and differentiability. The study of DE began very soon after the invention of differential and integral calculus. In 1671, Newton had laid the foundation stone for the study of differential equations. He was followed by Leibnitz who coined the name differential equation in 1676 to denote relationship between differentials ๐๐ฅ and ๐๐ฆ of two variables ๐ฅ and ๐ฆ. The fundamental law of motion in mechanics, known as Newtonโs second law is a differential equation to describe the state of a system. Motion of a particle of mass m moving along a straight line under the influence of a specified external force ๐น(๐ก, ๐ฅ, ๐ฅโฒ) is described by the following DE ๐๐ฅโฒโฒ = ๐น(๐ก, ๐ฅ, ๐ฅโฒ) ; (๐ฅโฒ = ๐๐ฅ ๐๐ก, ๐ฅโฒโฒ = ๐2๐ฅ ๐๐ก2) (1) At early stage, mathematicians were mostly engaged in formulating differential equations and solving them but they did not worry about the existence and uniqueness of solutions.
More precisely, an equation that involves derivatives of one or more unknown dependent variables with respect to one or more independent variables is known as differential equations. An equation involving ordinary derivatives of one or more dependent variables with respect to single independent variable is called an ordinary differential equations (ODEs). A general form of an ODE containing one independent and one dependent variable is F(๐ฅ, ๐ฆ, ๐ฆโฒ, ๐ฆโฒโฒ, โฆ โฆ , ๐ฆ๐) = 0 where F is an arbitrary function of ๐ฅ, ๐ฆ, ๐ฆโฒ, โฆ โฆ , ๐ฆ๐, here ๐ฅ is the independent variable while y being the dependent variable and ๐ฆ๐โก ๐๐๐ฆ ๐๐ฅ๐. The order of an ODE is the order of the highest derivative appearing in it. Equation (1) is an example of second order ODE. On the other 2
hand, partial differential equations are those which have two or more independent
variables.
Differential equations are broadly classified into linear and non-linear type. A
differential equation written in the form ๐น(๐ฅ, ๐ฆ, ๐ฆโฒ, ๐ฆโฒโฒ, โฆ โฆ , ๐ฆ๐) = 0 is said to be linear
if ๐น is a linear function of the variables ๐ฆ, ๐ฆโฒ, ๐ฆโฒโฒ, โฆ โฆ , ๐ฆ๐(except the independent
variable ๐ฅ). Let ๐ฟ be a differential operator defined as
๐ฟโก๐๐(๐ฅ)๐ท๐+ ๐(๐โ1)(๐ฅ)๐ท๐โ1 + โฏ+ ๐1(๐ฅ)๐ท+ ๐0(๐ฅ)
where ๐ท๐โก
๐๐๐ฆ
๐๐ฅ๐; (for n=1,2,โฆ.).One can easily check that the operator ๐ฟ satisfies the
condition for linearity i.e.
๐ฟ(๐๐ฆ1 + ๐๐ฆ2) = ๐๐ฟ(๐ฆ1) + ๐๐ฟ(๐ฆ2)
for all ๐ฆ1, ๐ฆ2 with scalars ๐ and ๐. Therefore a linear ODE of order ๐ can be written as
๐๐(๐ฅ)๐ฆ(๐) + ๐๐โ1(๐ฅ)๐ฆ(๐โ1) + โฏ+ ๐0(๐ฅ)๐ฆ= ๐(๐ฅ) (2)
An ODE is called nonlinear if it is not linear. In absence of damping and external driving,
the motion of a simple pendulum
(Fig.1)
is
governed
by
๐2๐
๐๐ก2 +
๐
๐ฟsin ๐= 0 (3)
where ๐ is the angle from the
downward vertical, ๐ is the acceleration
due to gravity and ๐ฟ is the length of the
pendulum. This is a famous example of
nonlinear ODE.
In this article, we shall confine our
discussion to single scalar first order ODE only. An initial value problem(IVP) for a first
order ODE is the problem of finding solution ๐ฆ= ๐ฆ(๐ฅ) that satisfies the initial condition
๐ฆ(๐ฅ0) = ๐ฆ0 where ๐ฅ0, ๐ฆ0 are some fixed values.We write the IVP of first order ODE as
๐๐ฆ
๐๐ฅ= ๐(๐ฅ, ๐ฆ), ๐ฆ(๐ฅ0) = ๐ฆ0 . (4)
In other words, we intend to find a continously differentiable function ๐ฆ(๐ฅ) defined on a
confined interval of ๐ฅ such that
๐๐ฆ
๐๐ฅ= ๐(๐ฅ, ๐ฆ(๐ฅ)) and ๐ฆ(๐ฅ0) = ๐ฆ0. Such a function ๐ฆ=
๐ฆ(๐ฅ) is called a solution to the equation (4). In integral form ๐ฆ= ๐ฆ(๐ฅ) is the solution of
equation (4) if it satisfies the integral equation ๐ฆ(๐ฅ) = ๐ฆ0 + โซ๐(๐ข, ๐ฆ(๐ข))๐๐ข
๐ฅ
๐ฅ0
.
There are several well known methods namely separation of variables, variation of
parameters, methods using integrating fact
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