Unit - 4
Systems of linear differential equations
The general linear system of two first order differential equations in two unknown functions x and y is of the form
For example:
Note- When a set of linear equations which is related to a group of functions to their derivative, then the system is called the system of linear differential equations.
The general linear system of three first-order differential equations in three unknown functions x, y and z can be defined as
Example:
The normal form in the case of two linear differential equations in two unknown functions are given as-
For example:
The normal form in the case of linear system of three differential equations in three unknown functions x,y and z are
For example:
Normal form of LDE-
The normal form of in the case of two LDE in two unknown functions is-
The normal form of in the case of a linear system of three differential equations in three unknown functions x, y and z is-
Matrix form of system of linear differential equations
Suppose the system of linear differential equations is gives as below
This system is written as
Where
And
Key takeaways
- When a set of linear equations which is related to a group of functions to their derivative, then the system is called the system of linear differential equations.
- The normal form in the case of two linear differential equations in two unknown functions are given as-
In order to solve a linear system with constant coefficient, we use symbolic operators.
Suppose x is n-times differentiable function of the independent variable t. We denote the operation of differentiation with respect to t by the symbol ‘D’ and we call it as differential operator.
In terms of this differential operator the derivative dx/dt is denoted by Dx.
Which is
In same order we denote the second derivative of x with respect to t by
The nth derivative of x with respect to t by
That is
Extending the operator notations, we write
And
Where a, b and c are the constants.
In this notation the linear differential expression with constant coefficients
Can be written as-
Here note that the operator in this expression do not represent quantities that are to be multiplied by the function x, but rather they indicate operations that are to be carried out upon this function.
The expression
Where are constants, is called linear differential operator with constant coefficients.
Where are constants, now suppose are both n-times differentiable functions of t and are constants.
Then it can be written as
For example, if the operator is applied to then
Or
An operator method for linear system with constant coefficient
We consider a linear system of the form
Where are linear differential operators with constant coefficient.
Where a, b, are constants.
Example:
A simple example of a system which may be expressed in the form of (1) and (2) is provided by
Let’s denote the above system in notation format
Where
Now we apply the operator to (1) and to (2), we get
Now subtract the second of these equations from first, since
We get
Or
is the left side of this equation is itself a linear differential operator with constant coefficients.
We assume that it is neither a zero nor a non-zero constant and denote it by .
And if we again assume that is the right side and are the members of this, then this member is some function let say .
Then the equation (3) becomes
Equation (4) is a linear differential equation with constant coefficient in the single dependent variable x.
Hence we notice that the procedure has eliminated the other dependent variable y.
We now solve the differential equation (4) for x.
Suppose (4) is of order n. Then the general solution of (4) will be
Where are the n linearly dependent solutions of the homogenous linear equation and are arbitrary constants and is the particular solution (PI).
Now again we apply the operators and to the equations (1) and (2) respectively.
The system becomes
Subtracting, we get
As same as above
The general solution
Where are the n linearly dependent solutions of the homogenous linear equation and are arbitrary constants and is the particular solution (PI).
Key takeaways
- In terms of this differential operator the derivative dx/dt is denoted by Dx.
Which is
2.
Can be written as-
Let us consider a basic type of system of two linear differential equations in two unknown functions. This is of the form
We will assume that the functions are all continuous on a real interval
If and are zero for all t, then the above system is called homogeneous, otherwise the system is called non-homogeneous.
For example:
Is homogenous,
And the system
Is non-homogeneous.
We mean by the solution of equation (1), an ordered pair of real functions each having a continuous derivative on the real interval such that
For all t such that ,
In other words,
Simultaneously satisfy both equation of the system (1) identically for
Key takeaways
If and are zero for all t, then the above system is called homogeneous, otherwise the system is called non-homogeneous.
Linear differential equation are those in which the independent variable and its derivative occur only in the first degree and are not multiplied together.
Thus the general linear differential equation of the n’th order is of the form
Where and X are function of x.
Linear differential equation with constant co-efficient are of the form-
Where are constants.
Rules to find the complementary function-
To solve the equation-
This can be written as in symbolic form-
Or-
It is called the auxiliary equation.
Let be the roots-
Case-1: If all the roots are real and distinct, then equation (2) becomes,
Now this equation will be satisfied by the solution of
This is a Leibnitz’s linear and I.F. =
Its solution is-
The complete solution will be-
Case-2: If two roots are equal
Then complete solution is given by-
Case-3: If one pair of roots be imaginary, i.e. then the complete solution is-
Where and
Case-4: If two points of imaginary roots be equal-
Then the complete solution is-
Example-Solve
Sol.
Its auxiliary equation is-
Where-
Therefore the complete solution is-
Inverse operator-
is that function of x, not containing arbitrary constants which when operated upon gives X.
So that satisfies the equation f(D)y = X and is, therefore, its P.I.
f(D) and 1/f(D) are inverse operator.
Note-
1.
2.
Rules for finding the particular integral-
Let us consider the equation-
Or in symbolic form-
So that-
Now-
Case-1: When X =
In case f(a) = 0, then we see that the above rule will not work,
So that-
Example: Find the P.I. Of (D + 2)
Sol.
P.I. =
Now we will evaluate each term separately-
And
Therefore-
Example: Solve (D – D’ – 2 ) (D – D’ – 3) z =
Sol.
The C.F. Will be given by-
Particular integral-
Therefore the complete solution is-
Case-2: when X = sin(ax + b) or cos (ax + b)
In case then the above rule fails.
Now-
And if
Similarly-
Example: Find the P.I. Of
Sol.
Example: Find the P.I. Of (D + 1) (D + D’ – 1)z = sin (x + 2y)
Sol.
Example: Find P.I. Of
Sol. P.I =
Replace D by D+1
Put
Problem:
Solve
Solution:
Auxiliary equation
Complementary function
Complete Solution is
Problem:
Solve
Solution:
Auxiliary equation
C.F is
[]
The Complete Solution is
Example:
Solve
Solution:
The Auxiliary equation is
The C.F is
P.I
The Complete Solution is
Example:
Solve
Solution:
The Auxiliary equation is
The C.F is
P.I
Now,
The Complete Solution is
Example:
Solve
Solution:
The auxiliary solution is
The C.F is
Now,
[Putting ]
Similarly, we find that
The Complete Solution is
Example:
Solve
Solution:
The auxiliary equation is
The C.F is
[Put ]
The Complete Solution is
Example:
Solve
Solution:
The auxiliary equation is
The C.F is
But
The Complete Solution is
Example:
Solve
Solution:
The auxiliary equation is
The C.F is
[By parts]
The Complete Solution is
Example:
Solve
Solution:
The auxiliary equation is
The C.F is
Here , , . Let
Now,
Put
Multiply by in the numerator and denominator
Put
The Complete Solution is
Example:
Solve
Solution:
The auxiliary equation is
The C.F is
Now,
And
The Complete Solution
Example:
Solve
Solution:
The auxiliary equation is
The C.F is
And,
Now,
And
And
The Complete Solution is
Key takeaways
- Linear differential equation with constant co-efficient are of the form-
Where are constants.
2. If all the roots are real and distinct, then equation (2) becomes,
3. If two roots are equal
Then complete solution is given by-
4. If one pair of roots be imaginary, i.e. then the complete solution is-
Where and
5. If two points of imaginary roots be equal-
Then the complete solution is-
Suppose dy/dx = f(x, y) is a first order ODE and with the initial condition y(0) = 0 and if f and are continuous on rectangle R for which the then where y = is the unique solution to this initial value problem.
Now the functions are successive approximations of the unique solution y = .
Hence we begin with , and the other functions can be find by using the formula given below
Example: By using the method of successive approximation find the functions of the following differential equation
With the initial condition y(0) = 0.
Sol:
Suppose , here f is continuous on all of and is continuous on all of , hence the unique solution exists.
Now define
Here we will calculate the three approximations,
Similarly
Now the third approximations will be
Example: By using the method of successive approximation find the functions of the following differential equation
With the initial condition y(0) = 0.
Sol:
Suppose , here f is continuous on all of and is continuous on all of , hence the unique solution exists.
Now define
Here we will calculate the three approximations,
Now
And
References:
1. Erwin Kreyszig, Advanced Engineering Mathematics, 9thEdition, John Wiley & Sons, 2006.
2. Advanced engineering mathematics, by HK Dass
3. Differential equations, Shepley L. Ross, Willey India.
4. Partial differential equations, Phoolan Prasad, Renuka ravindran, John Willey & Sons