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Differential Equations: Classification, History and Examples

Lecture



A differential equation — is an equation that includes derivatives of a function, and may also include the function itself, the independent variable and parameters. The order of the derivatives occurring in the equation may vary (formally, it is not limited in any way). Derivatives, functions, independent variables and parameters may occur in the equation in various combinations, or may be absent altogether, except for at least one derivative. Not every equation containing derivatives of an unknown function is a differential equation. For example, Differential Equations: Classification, History and Examples is not a differential equation

Unlike algebraic equations, whose solution yields a number (or several numbers), solving a differential equation yields a function (a family of functions).

A differential equation of order higher than the first can be transformed into a system of first-order equations, in which the number of equations equals the order of the original differential equation.

Modern high-speed computers efficiently provide a numerical solution of ordinary differential equations, without requiring the solution to be obtained in analytical form. This has allowed some researchers to assert that a problem is considered solved once it has been reduced to the solution of an ordinary differential equation.

Differential Equations: Classification, History and Examples

Visualization of airflow computed by solving the Navier-Stokes equation

Differential Equations: Classification, History and Examples

Visualization of heat transfer in a pump housing, obtained by solving the heat conduction equation

Differential Equations: Classification, History and Examples

Graph of some particular integrals of a differential equation

Terminology and classification

The order of a differential equation — is the highest order of the derivatives appearing in it.

If a differential equation is a polynomial with respect to the highest derivative, then the degree of this polynomial is called the degree of the differential equation. Thus, for example, the equation Differential Equations: Classification, History and Examples is an equation of the second order, of the fourth degree .

The solution (integral) of a differential equation of order n is a function y(x), having on some interval (a, b) derivatives Differential Equations: Classification, History and Examples up to order n inclusive and satisfying this equation. The process of solving a differential equation is called integration. The problem of integrating a differential equation is considered solved if finding the unknown function Differential Equations: Classification, History and Examples can be reduced to quadrature, (i. e. to the form Differential Equations: Classification, History and Examples, where Differential Equations: Classification, History and Examples — is an elementary function) regardless of whether the resulting integral is expressed in closed form through known functions or not.

All differential equations can be divided into ordinary (ODEs), which involve only functions (and their derivatives) of a single argument, and partial differential equations (PDEs), in which the functions involved depend on several variables. There also exist stochastic differential equations (SDEs), which involve random processes.

Depending on the combinations of derivatives, functions and independent variables, differential equations are classified as linear and nonlinear, with constant or variable coefficients, homogeneous or inhomogeneous. Because of the importance of their applications, quasilinear (linear with respect to the highest derivatives) partial differential equations are singled out as a separate class .

The most important question for differential equations is the existence and uniqueness of their solution. This question is resolved by existence and uniqueness theorems, which state the necessary and sufficient conditions for it. For ordinary differential equations, such conditions were formulated by Lipschitz (1864). For partial differential equations, the corresponding theorem was proved by S. V. Kovalevskaya (1874).

Solutions of differential equations are divided into general and particular solutions. General solutions include undetermined constants, and, for partial differential equations, — arbitrary functions of the independent variables, which can be specified from additional conditions of integration (initial conditions for ordinary differential equations, initial and boundary conditions for partial differential equations). Once the form of these constants and undetermined functions has been determined, the solutions become particular.

The search for solutions of ordinary differential equations led to the establishment of a class of special functions — functions that often occur in applications and cannot be expressed through known elementary functions. Their properties have been studied in detail, tables of values have been compiled, mutual relationships have been established, and so on.

The development of the theory of differential equations has, in a number of cases, made it possible to dispense with the requirement of continuity of the functions under study and to introduce generalized solutions of differential equations.

General concepts of the theory of ordinary differential equations

Differential Equations: Classification, History and Examples

Some types of first-order differential equations

Differential Equations: Classification, History and Examples

Linear second-order differential equations

Differential Equations: Classification, History and Examples

Some types of higher-order differential equations, admitting a reduction of order

Differential Equations: Classification, History and Examples

History

Differential Equations: Classification, History and Examples

Isaac Newton

Differential Equations: Classification, History and Examples

Gottfried Leibniz

Differential Equations: Classification, History and Examples

Leonhard Euler

Differential Equations: Classification, History and Examples

Joseph-Louis Lagrange

Differential Equations: Classification, History and Examples

Pierre-Simon Laplace

Differential Equations: Classification, History and Examples

Joseph Liouville

Differential Equations: Classification, History and Examples

Henri Poincaré

Differential Equations: Classification, History and Examples

Sofya Kovalevskaya

Originally, differential equations arose from problems of mechanics, in which it was necessary to determine the coordinates of bodies, their velocities and accelerations, considered as functions of time under various actions. Certain geometric problems considered at that time also led to differential equations.

The foundation of the theory of differential equations was differential calculus, created by Leibniz and Newton (1642—1727). The term «differential equation» itself was proposed in 1676 by Leibniz.

Among the huge number of eighteenth-century works on differential equations, the works of Euler (1707—1783) and Lagrange (1736—1813) stand out. In these works, the theory of small oscillations was first developed, and consequently — the theory of linear systems of differential equations; along the way, the basic concepts of linear algebra arose (eigenvalues and eigenvectors in the n-dimensional case). Following Newton, Laplace and Lagrange, and later Gauss (1777—1855), also developed methods of perturbation theory.

When the unsolvability of algebraic equations in radicals had been proved, Joseph Liouville (1809—1882) constructed an analogous theory for differential equations, establishing the impossibility of solving a number of equations (in particular such classical ones as linear second-order equations) in elementary functions and quadrature. Later, Sophus Lie (1842—1899), analysing the question of integrating equations in quadratures, came to the necessity of studying in detail groups of diffeomorphisms (subsequently named Lie groups) — thus, from the theory of differential equations, arose one of the most fruitful areas of modern mathematics, whose further development was closely connected with entirely different questions (Lie algebras had already been considered earlier by Siméon Denis Poisson (1781—1840) and, especially, by Carl Gustav Jacob Jacobi (1804—1851)).

A new stage in the development of the theory of differential equations begins with the works of Henri Poincaré (1854—1912); the «qualitative theory of differential equations» that he created, together with the theory of functions of complex variables, formed the basis of modern topology. The qualitative theory of differential equations, or, as it is now more often called, the theory of dynamical systems, is currently developing actively and has important applications in the natural sciences.

Ordinary differential equations

Ordinary differential equations (ODEs) — are equations that depend on a single independent variable; they have the form

Differential Equations: Classification, History and Examples or Differential Equations: Classification, History and Examples

where Differential Equations: Classification, History and Examples — is an unknown function (possibly a vector function; in that case one often speaks of a system of differential equations), depending on the independent variable {\displaystyle x,}Differential Equations: Classification, History and Examples the prime denotes differentiation with respect to Differential Equations: Classification, History and Examples The number Differential Equations: Classification, History and Examples is called the order of the differential equation. The most practically important are differential equations of the first and second order.

The simplest first-order differential equations

The simplest first-order differential equations — are a class of first-order differential equations that are the easiest to solve and study. This class includes equations in total differentials, equations with separable variables, homogeneous first-order equations and linear first-order equations. All these equations can be integrated in closed form.

The starting point of the exposition will be a first-order differential equation, written in the so-called symmetric form:

Differential Equations: Classification, History and Examples

where the functions Differential Equations: Classification, History and Examples and Differential Equations: Classification, History and Examples are defined and continuous in some domain Differential Equations: Classification, History and Examples.

Partial differential equations

Partial differential equations (PDEs) — are equations containing unknown functions of several variables and their partial derivatives. The general form of such equations can be represented as:

Differential Equations: Classification, History and Examples

where {\displaystyle x_{1},x_{2},\dots ,x_{m}}Differential Equations: Classification, History and Examples — are the independent variables, and Differential Equations: Classification, History and Examples — is a function of these variables. The order of a partial differential equation can be defined in the same way as for ordinary differential equations. Another important classification of partial differential equations is their division into equations of elliptic, parabolic and hyperbolic type, especially for second-order equations.

Linear and nonlinear differential equations

Both ordinary differential equations and partial differential equations can be divided into linear and nonlinear ones. A differential equation is linear if the unknown function and its derivatives enter the equation only to the first power (and are not multiplied by one another). For such equations the solutions form an affine subspace of the space of functions. The theory of linear ODEs is developed considerably more deeply than the theory of nonlinear equations. The general form of a linear differential equation of order n:

Differential Equations: Classification, History and Examples

where pi(x) — are known functions of the independent variable, called the coefficients of the equation. The function r(x) on the right-hand side is called the free term (the only term that does not depend on the unknown function). An important special class of linear equations is linear differential equations with constant coefficients.

A subclass of linear equations is formed by homogeneous differential equations — equations that contain no free term: r(x) = 0. For homogeneous differential equations the superposition principle holds: a linear combination of particular solutions of such an equation is also a solution of it. All other linear differential equations are called inhomogeneous differential equations.

Nonlinear differential equations in the general case have no developed methods of solution, except for some special classes. In some cases (using various approximations) they can be reduced to linear ones. For example, the linear equation of a harmonic oscillator {\displaystyle {\frac Differential Equations: Classification, History and Examples can be regarded as an approximation of the nonlinear equation of a mathematical pendulum Differential Equations: Classification, History and Examples for the case of small amplitudes, when y ≈ sin y.

Examples

  • Differential Equations: Classification, History and Examples — a homogeneous second-order differential equation with constant coefficients. The solution is the family of functions Differential Equations: Classification, History and Examples, where Differential Equations: Classification, History and Examples and Differential Equations: Classification, History and Examples — are arbitrary constants which, for a specific solution, are determined from separately given initial conditions. This equation, in particular, describes the motion of a harmonic oscillator with cyclic frequency 3.
  • Newton's second law can be written in the form of the differential equation Differential Equations: Classification, History and Examples where m — is the mass of the body, x — is its coordinate, F(x, t) — is the force acting on the body with coordinate x at time t. Its solution is the trajectory of the body's motion under the action of the given force.
  • Bessel's differential equation — an ordinary linear homogeneous second-order equation with variable coefficients: Differential Equations: Classification, History and Examples Its solutions are the so-called cylindrical functions — the Bessel, Neumann, and Hankel functions.
  • An example of an inhomogeneous nonlinear ordinary differential equation of the 1st order: Differential Equations: Classification, History and Examples

In the following group of examples the unknown function u depends on two variables, x and t, or x and y.

  • Homogeneous linear partial differential equation of the first order:

Differential Equations: Classification, History and Examples

  • The one-dimensional wave equation — a homogeneous linear partial differential equation of hyperbolic type, second order, with constant coefficients, describes the vibration of a string, where {\displaystyle u=u(x,t)}Differential Equations: Classification, History and Examples — is the deflection of the string at the point with coordinate x at time t, and the parameter a sets the properties of the string:

Differential Equations: Classification, History and Examples

  • The Laplace equation in two-dimensional space — a homogeneous linear partial differential equation of elliptic type, second order, with constant coefficients, arising in many physical problems of mechanics, heat conduction, electrostatics, and hydraulics:

Differential Equations: Classification, History and Examples

  • The Korteweg — de Vries equation, a nonlinear partial differential equation of the third order, describing stationary nonlinear waves, including solitons:

Differential Equations: Classification, History and Examples

Exact solutions

Some differential equations have solutions that can be given by an exact formula. Such classes of equations are presented below.

In the table, H ( x ), Z ( x ), H ( y ), Z ( y ) or H ( x , y ), Z ( x , y ) - are arbitrary integrable functions of x or y (or of both parameters ), and A , B , C , I , L , N , M - are constants. In general A , B , C, I , L , are real numbers, while N , M , P and Q may be complex. The differential equations are presented in an alternative form that allows them to be solved by the method of integration.

differential equations general solution
1 Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples
2 Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples
3 Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples
4 Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples
5 }Differential Equations: Classification, History and Examples Differential Equations: Classification, History and Examples

the solution may be an implicit function of x and y , obtained by evaluating the reduced integral using the substitution of variables Differential Equations: Classification, History and Examples

6 Differential Equations: Classification, History and Examples Differential Equations: Classification, History and Examples
Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples

If the DE is exact, that is Differential Equations: Classification, History and Examples

then the solution is given by the formula:

Differential Equations: Classification, History and Examples

where Differential Equations: Classification, History and Examples and Differential Equations: Classification, History and Examples - are certain functions, depending on the integrals, that allow the correct determination of the function Differential Equations: Classification, History and Examples hold.

If the equation is not exact, from the functions H ( x , y ) and Z ( x , y ) an integrating factor can be determined, after multiplying the equation by which it is solved analogously to the exact case.

8 Differential Equations: Classification, History and Examples

if Differential Equations: Classification, History and Examples

then Differential Equations: Classification, History and Examples

if Differential Equations: Classification, History and Examples

then Differential Equations: Classification, History and Examples

if Differential Equations: Classification, History and Examples

then Differential Equations: Classification, History and Examples

9 Differential Equations: Classification, History and Examples

Differential Equations: Classification, History and Examples

where Differential Equations: Classification, History and Examples - are the d roots of a polynomial of degree d :

Differential Equations: Classification, History and Examples

Note that 3 and 4 are special cases of 7; they are fairly common and are presented for the sake of completeness.

Equation 8 is also a special case of 9, but 8 is a sufficiently common form of equation, especially in simple physical and engineering problems.

Examples

  • Newton's second law can be written in the form of the differential equation

Differential Equations: Classification, History and Examples,

where }Differential Equations: Classification, History and Examples - is the mass of the body, Differential Equations: Classification, History and Examples - is its coordinate, Differential Equations: Classification, History and Examples - is the force acting on the body with coordinate Differential Equations: Classification, History and Examples at time Differential Equations: Classification, History and Examples. Its solution is the trajectory of the body's motion under the action of the given force.

  • The vibration of a string is described by the equation

Differential Equations: Classification, History and Examples,

where Differential Equations: Classification, History and Examples - is the deflection of the string at the point with coordinate Differential Equations: Classification, History and Examples at time Differential Equations: Classification, History and Examples, the parameter Differential Equations: Classification, History and Examples sets the properties of the string.

  • The differential equation of the deflection of a plate under the action of a uniformly distributed load Differential Equations: Classification, History and Examples:

Differential Equations: Classification, History and Examples,

where }Differential Equations: Classification, History and Examples - are the vertical deflections of the plate, Differential Equations: Classification, History and Examples - is the cylindrical stiffness of the plate in bending.

The most important differential equations

Ordinary differential equations

  • Exact differential equations
  • Newton's second law (classical mechanics)
  • The law of radioactive decay (nuclear physics)
  • The Van der Pol equation (theory of oscillations)

Partial differential equations

  • The Euler — Lagrange equation (classical Lagrangian mechanics)
  • Hamilton's equations (classical Hamiltonian mechanics)
  • The wave equation
  • Maxwell's equations (electromagnetism)
  • The Laplace equation
  • The Poisson equation
  • The Einstein equation (general relativity)
  • The Schrödinger equation (quantum mechanics)
  • The diffusion equation
  • The heat conduction equation (thermodynamics)
  • The Korteweg-de Vries equation (solitary waves)
  • The Navier-Stokes equations (viscous fluid flows)
  • The Euler equation (inviscid gas-medium flows)
  • The Lin-Reissner-Tsien equation (unsteady transonic flows)
  • The Lamé equations (theory of elasticity)

See also

  • General solution of a differential equation
  • Particular solution of a differential equation
  • Simplest first-order differential equations
  • Singular solution
  • Cauchy problem
  • Homogeneous differential equation
  • Inhomogeneous differential equation
  • Linear differential equation
  • Bernoulli differential equation
  • Lagrange and Clairaut differential equations
  • Riccati equation
  • Partial differential equation
  • Quasi-differential equation
  • Fractional differential equation
  • Integro-differential equations
  • Direction field

Software

  • ExpressionsinBar
  • Maple
  • SageMath
  • Xcas

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Lectures and tutorial on "Mathematical analysis. Differential calculus"

Terms: Mathematical analysis. Differential calculus