Mathematics Exam  >  Mathematics Notes  >  Mathematics for IIT JAM, GATE, CSIR NET, UGC NET  >  Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET PDF Download

Second order partial differential equations in two variables

The general second order partial differential equations in two variables is of the form

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


The equation is quasi-linear if it is linear in the highest order derivatives (second order), that is if it is of the form

a(x, y, u, u x, u y)u xx + 2 b(x, y, u, ux, u y)u xy + c(x, y, u, u x, u y)u yy = d(x, y, u, u x, u y)


We say that the equation is semi-linear if the coefficients a, b, c are independent of u. That is if it takes the form

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


Finally, if the equation is semi-linear and d is a linear function of u, u x and u y, we say that the equation is linear. That is, when F is linear in u and all its derivatives.

We will consider the semi-linear equation above and attempt a change of variable to obtain a more convenient form for the equation.

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET be an invertible transformation of coordinates. That is,

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

By the chain rule

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NETfirst order derivatives of u

Similarly,

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET first order derivatives of u

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET first order derivatives of u

Substituting into the partial differential equation we obtain,

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


where    

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

It easily follows that

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Therefore B2 - AC has the same sign as b2 - ac. We will now choose the new coordinates Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET to simplify the partial differential equation. 

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET constant defines two families of curves in R2. On a member of the family φ (x, y) = constant, we have that

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Therefore substituting in the expression for Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET we obtain

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

We choose the two families of curves given by the two families of solutions of the ordinary differential equation

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

This nonlinear ordinary differential equation is called the characteristic equation of the partial differential equation and provided that a ≠ 0, b2 - ac > 0 it can be written as

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


For this choice of coordinates Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET and similarly it can be shown that Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET also. The partial differential equation becomes

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

where it is easy to show that Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET Finally, we can write the partial differential equation in the normal form

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


The two families of curves φ(x, y) = constant ,ψ(x, y) = constant obtained as solutions of the characteristic equation are called characteristics and the semi-linear partial differential equation is called hyperbolic if b2 - ac > 0 whence it has two families of characteristics and a normal form as given above.

If b2 - ac <0, then the characteristic equation has complex solutions and there are no real characteristics. The functions φ(x, y), φ(x, y) are now complex conjugates . A change of variable to the real coordinates 

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

results in the  partial differential equation where the mixed derivative term vanishes,

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


In this case the semi-linear partial differential equati on is called elliptic if b2 - ac < 0. Notice that the left hand side of the normal form is the Laplacian. Thus Laplaces equation is a special case of an elliptic equation (with D = 0).

If b2– ac = 0 , the characteristic equation Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET has only one family of solutions ψ(x, y) = constant. We make the change of variable

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Then

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NETClassification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Also since ψ (x, y) = constant,

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Therefore Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET and the normal form in the case b2 – ac = 0  is

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

or finally

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET


The partial differential equation is called parabolic in the case b2 - a = 0. An example of a parabolic partial differential equation is the equation of heat conduction

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Example 1. Classify the following linear second order partial differential equation and find its general solution .

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

In this example Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NETthe partial differential equation is hyperbolic provided x ≠ 0, and parabolic for x = 0.

For x ≠ 0 the characteristic equations are

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

If y' = 0, y = constant.

If Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET constant. Therefore two families of characteristics are

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Using the chain rule a number of times we calculate the partial derivatives

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Substituting into the partial differential equation we obtain the normal form

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Integrating this equation with respect to η

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

where f is an arbitrary function of one real variable. Integrating again with respect to Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

where F, G are arbitrary functions of one real variable. Reverting to the original coordinates we find the general solution

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Example 2. Classify, reduce to normal form and obtain the general solution of the partial differential equation

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

For this equation Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET the equation is parabolic everywhere in the plane (x , y ). The characteristic equation is

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Therefore there is one family of characteristics y/s = constant.

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET Then using the chain rule,

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Substituting into the partial differential equation we obtain the normal form

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Integrating with respect to Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

where f is an arbitrary function of a real variable. Integrating again with respect to Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

Therefore the general solution is given by

Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

where f, g are arbitrary functions of a real variable.

The document Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences | Mathematics for IIT JAM, GATE, CSIR NET, UGC NET is a part of the Mathematics Course Mathematics for IIT JAM, GATE, CSIR NET, UGC NET.
All you need of Mathematics at this link: Mathematics
556 videos|198 docs

FAQs on Classification of Second Order PDEs - Partial Differential Equations, CSIR-NET Mathematical Sciences - Mathematics for IIT JAM, GATE, CSIR NET, UGC NET

1. What are the different types of second-order partial differential equations?
Ans. The different types of second-order partial differential equations are: 1. Elliptic equations: These equations involve the second derivatives of the dependent variable and are used to describe steady-state phenomena. 2. Parabolic equations: These equations involve the first and second derivatives of the dependent variable and are used to describe time-dependent phenomena. 3. Hyperbolic equations: These equations involve the second derivatives of the dependent variable with opposite signs and are used to describe wave-like phenomena.
2. How can second-order partial differential equations be classified based on their coefficients?
Ans. Second-order partial differential equations can be classified into three categories based on their coefficients: 1. Homogeneous equations: These equations have coefficients that are all zero or constant. 2. Non-homogeneous equations: These equations have coefficients that depend on the independent variables. 3. Quasi-linear equations: These equations have coefficients that depend linearly on the first derivatives of the dependent variable.
3. What is the general form of a second-order partial differential equation?
Ans. The general form of a second-order partial differential equation is: $$A\frac{{\partial^2 u}}{{\partial x^2}} + B\frac{{\partial^2 u}}{{\partial x \partial y}} + C\frac{{\partial^2 u}}{{\partial y^2}} + D\frac{{\partial u}}{{\partial x}} + E\frac{{\partial u}}{{\partial y}} + Fu = G$$ where $A$, $B$, $C$, $D$, $E$, $F$, and $G$ are coefficients that may depend on the independent variables $x$ and $y$, and $u$ is the dependent variable.
4. How are boundary conditions used in solving second-order partial differential equations?
Ans. Boundary conditions are used to determine the values of the dependent variable and its derivatives at the boundaries of the domain. These conditions are essential to obtain a unique solution for the partial differential equation. By applying appropriate boundary conditions, the general solution of the equation can be narrowed down to a specific solution that satisfies the given conditions.
5. What are some applications of second-order partial differential equations?
Ans. Second-order partial differential equations find applications in various fields, including physics, engineering, and finance. Some examples of their applications are: 1. Heat conduction: Parabolic partial differential equations are used to model the distribution of heat in a solid or fluid. 2. Wave propagation: Hyperbolic partial differential equations are used to describe the behavior of waves, such as sound waves or electromagnetic waves. 3. Fluid dynamics: Elliptic and hyperbolic partial differential equations are used to study the flow of fluids, including the conservation of mass, momentum, and energy. 4. Option pricing: Partial differential equations, such as the Black-Scholes equation, are used in finance to price options and derivatives.
Explore Courses for Mathematics exam
Signup for Free!
Signup to see your scores go up within 7 days! Learn & Practice with 1000+ FREE Notes, Videos & Tests.
10M+ students study on EduRev
Related Searches

CSIR-NET Mathematical Sciences | Mathematics for IIT JAM

,

Previous Year Questions with Solutions

,

Classification of Second Order PDEs - Partial Differential Equations

,

study material

,

Viva Questions

,

Exam

,

CSIR-NET Mathematical Sciences | Mathematics for IIT JAM

,

Classification of Second Order PDEs - Partial Differential Equations

,

practice quizzes

,

GATE

,

CSIR NET

,

ppt

,

video lectures

,

Important questions

,

Free

,

GATE

,

UGC NET

,

Extra Questions

,

CSIR-NET Mathematical Sciences | Mathematics for IIT JAM

,

MCQs

,

CSIR NET

,

Semester Notes

,

Sample Paper

,

UGC NET

,

pdf

,

UGC NET

,

mock tests for examination

,

Summary

,

Classification of Second Order PDEs - Partial Differential Equations

,

Objective type Questions

,

shortcuts and tricks

,

CSIR NET

,

past year papers

,

GATE

;