differential equations

MATH-2320

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Fernanda S. Zamarripa

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β€œAre you afraid of differential equations?”

This page was thought for a purpose, so for students and people who like to learn about differential equations as definitions, examples, and others.

classification and examples of d.e.

order and degree of de’s:

The order of a differential equation is the order of the highest derivative that appears in the equation.


The degree of a differential equation is defined as the power to which the highest order derivative is raised.


This are some examples of them:

linearity of de’s:

Linear:

For an equation to be linear, it must need two characteristics, firstly its dependent variable "y" and all its derivatives are of the first degree; secondly each coefficient of "y" must depend only on the same independent variable.

Non-linear:

An equation is non-linear if it does NOT meet the previous characteristics.

types of de’s:

Ordinary differential equations (ODE): Contains derivates of one or more dependent variables concerning only one independent variable.

Partial differential equations (PDE):

Contains partial derivatives of one or more independent variables in respect of two or more independent variables.

In this link you will find complementary information on these topics together with exercises

Exploring Fundamental Theory and Methods of D.e.

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linear differential equations; method of integrating factors:

In a first-order linear differential equation is obtained by replacing the coefficients in the equation by arbitrary functions of β€œt”;



you must convert the equation into one intgrable by using the product rule for derivatives were the ΞΌ ( t ) is called integrating factor and determine how to find it for a given equation.




Example:



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to make your own graph

separable differential equations:

The first-order differential equation is:




To identify this class of equation, we first rewrite the first order equation in the form




Where M is a function of x only and N is a function of y only, then the equation becomes




Such an equation is said to be separable, because if it is written in the differential form.




A separable equation can be solved by integration the functions M and N.



Example:

autonomous differential equations and population dynamics:

An important class of first-order equations consists of those in which the independent variable does not appear explicitly. Such equations are called autonomous and have the form:





Population Dynamics: exponential growth

Let y=0(t), be the population of a given species at time t;


where

r: rate of growth/decay

r>0, exponential growth model

r<0, exponential decay





Population Dynamics: logistic growth

where a real number of c is a critical point of an autonomous equation.






Where;







Example:



numerical approximations euler’s method:

The Euler’s method is a first-order numerical procedure for solving ordinary differential equations (ODE) with a given initial value.




To construct the tangent at the point x and obtain the value of y(x+h), whose slope is,




In Euler’s method, you can approximate the curve of the solution by the tangent in each interval (that is, by a sequence of short line segments), at steps of h.

In general, if you use small step size, the accuracy of approximation increases.









Example:



the existence and uniqueness theorem:

The Existence and Uniqueness Theorem tells us that the integral curves of any differential equation satisfying the appropriate hypothesis, cannot cross. If the curves did cross, we could take the point of intersection as the initial value for the differential equation.

The initial value problem is:











Demonstrating the Picard-LindelΓΆf existence and uniqueness theorem isn't an easy task; it will first require developing a preliminary theory in which we establish some new concepts and also briefly review concepts that we already know and will be useful for proving this theorem. This preliminary theory will be developed throughout this and the following entry, culminating in the proof of the theorem in the final entry of this first unit.

We'll begin by stating the Picard-LindelΓΆf existence and uniqueness theorem to keep it in mind. Even though some things might not be clear initially, the aim of this preliminary theory is to understand what this theorem is telling us, as well as to provide us with the necessary tools to prove it.



Video examples:

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Mastering D.E. From Homogeneous

to NON-HOMOGENEOUS Solutions

homogeneous differential equations with constant coefficients:

Many second-order differential equations have the form:




where f is the given function,




That is, if f is linear in y and dy/dt. In equation, and q are specified functions of the independent variable t but do not depend on y. In this case we usually rewrite the equation as:



Where the primes denote differentiation with respect to t . Instead of the previous equation, we sometimes see the equation


Now we can divide the equation by P(t) and thereby obtain this equation with:




An initial value problem consists of a differential equation such as equations (1), (3), or (4) together with a pair of initial conditions



A second-order linear differential equation is said to be homogeneous



The functions P, Q, and R are constants. In this case, the equation becomes:





Example:



non-homogeneous equations; meyhod of UNDERMINED COEFFICIENTS:



If Y1 and Y2 are two solutions of the non-homogeneous linear differential equation, then their difference Y1 – Y2 is a solution of the corresponding homogeneous differential equation, as in the second one. If, in addition, Y1 and Y2 form a fundamental set of solutions of the second equation, then.


Where c1 and c2 are certain constants. The general solution of the non-homogeneous equation can be written as:


Where Y1 and Y2 form a fundamental set of solutions of the corresponding homogeneous equation, c1 and c2 are arbitrary constants, and Y is any solution of the first non-homogeneous equation.


Example:







variation of parameters:

Is the general method for finding a particular solution of a differential equation by replacing the constants in the solution of a related homogeneous equation by functions and determining these functions so that the original differential equation will be satisfied.

To illustrate the method, suppose it is desired to find a particular solution of the equation




To use this method, it is necessary first to know the general solution of the corresponding homogeneous equation i.e., the related equation in which the right-hand side is zero. If y1(x) and y2(x) are two distinct solutions of the equation, then any combination;




The variation of parameters consists of replacing the constants an and b by functions u1(x) and u2(x) and determining what these functions must be to satisfy the original non-homogeneous equation. After some manipulations, it can be shown that if the functions u1(x) and u2(x) satisfy the equations:







will satisfy the original differential equation. These last two equations can be solved to give:






These last equations either will determine u1 and u2 or else will serve as a starting point for finding an approximate solution.




Video example:



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DECONSTRUCTING LINEAR DIFFERENTIAL EQUATIONS: THEORY AND KEY SOLVING TECHNIQUES

General Theory of n th Order Linear Differential Equations:

An nth order linear differential equation of the form:










Theorem 1: For nth order differential equation with initial conditions:










Linearly dependence and Independence. The functions are said to be linearly dependent on an interval I if there exists a set of constants not all zero.





is called a fundamental set of solutions if



If is a fundamental set, then:



its called the general solution of the differential equation.


homogeneous Differential Equations with constant COEFFICIENTS:

Consider the nth order linear homogeneous differential equation:




where a0, a1, . . . , an are real constants and a0 =/= 0. From our knowledge of second-order linear equations with constant coefficients, it is natural to anticipate that y = er t is a solution of the first equation for suitable values of r. Indeed,




for all r, where;




For those values of r for which Z ( r ) = 0, it follows that L [er t ] = 0 and y = er t is a solution of the first equation. The polynomial Z(r) is called the characteristic polynomial, and the equation Z(r) = 0 is the characteristic equation of the initial differential equation. Since a0 =/= 0, we know that Z(r) is a polynomial of degree n and therefore has n zeros,1 say, r1, r2, . . . , rn, some of which may be equal and some of which may be complex-valued. Hence we can write the characteristic polynomial in the form:




Real and Unequal Roots.

If the roots of the characteristic equation are real and no two are equal, then we have n distinct solutions er1 t , er2 t , . . . , ern t of the initial equation. If these functions are linearly independent, then the general solution of the homogeneous nth order linear differential initial equation is:





Video example:



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The Method of Undetermined Coefficients:

A particular solution Y of the non-homogeneous nth order linear differential equation with constant coefficients



can be obtained by the method of undetermined coefficients, provided the nonhomogeneous term g(t) is of an appropriate form. Although the method of undetermined coefficients is not as general as the method of variation of parameters described in the next section, it is usually much easier to use when it is applicable.


Example:

The Method of variation of parameters:

The method of variation of parameters for determining a particular solution of the non-homogeneous nth order linear differential equation.



Is a direct extension of the method for the second-order differential equation, the method of variation of parameters is still more general than the method of undetermined coefficients in that it leads to an expression for the particular solution for any continuous function g, whereas the method of undetermined coefficients is restricted in practice to a limited class of functions g.

Suppose then that we know a fundamental set of solutions y1, y2, . . . , yn of the homogeneous equation. Then the general solution of the homogeneous equation is:



The method of variation of parameters for determining a particular solution of the initial equation rests on the possibility of determining n functions u1,u2, ... ,un such that Y(t) is of the form:



Since we have n functions to determine, we will have to specify n conditions. One of these is clearly that Y satisfy the given equation. The other n βˆ’ 1 conditions are chosen so as to make the calculations as simple as possible. Since we can hardly expect a simplification in determining Y if we must solve high order differential equations for u1, . . . , un, it is natural to impose conditions to suppress the terms that lead to higher derivatives of u1, . . . , un. From last equation we obtain:



where we have omitted the independent variable t on which each function in the last equation depends. Thus the first condition that we impose is that,



It follows that the expression of the equation for Y β€² reduces to:



We continue this process by calculating the successive derivatives Yβ€²β€², ... ,Y(nβˆ’1). After each differentiation we set equal to zero the sum of terms involving derivatives of u1, . . . , un. In this way we obtain n βˆ’ 2 further conditions similar to the last equation; that is,



As a result of these conditions, it follows that the expressions for Yβ€²β€², . . . , Y(nβˆ’1) reduce to



Finally, we need to impose the condition that Y must be a solution of the given equation. By

differentiating Y(nβˆ’1) from the last equation, we obtain:



To satisfy the differential equation we substitute for Y










By solving this system and then integrating the resulting expressions, you can obtain the coefficients u1, . . . , un. Using Cramer’s3 rule, we can write the solution of the system of equations in the form




With this notation a particular solution of the given equation is given by




Where t0 is arbitrary.

Unraveling Power Series and Euler Equations: A Comprehensive Review

Review of Power Series:

An infinite series of the form




where π‘₯0 and π‘Ž0, π‘Ž1, …, π‘Žπ‘›, …are constants, is called a power series in π‘₯βˆ’π‘₯0. We say that the power series the previous equation converges for a given π‘₯ if the limit




exists; otherwise, we say that the power series diverges for the given π‘₯.



The next theorem shows that if the power series converges for some π‘₯β‰ π‘₯0 then the set of all values of π‘₯ for which it converges forms an interval.

For any power series




exactly one of the these statements is true:

I. The power series converges only for π‘₯=π‘₯0.

II. The power series converges for all values of π‘₯.

III. There’s a positive number 𝑅 such that the power series converges if |π‘₯βˆ’π‘₯0|<𝑅 and diverges if |π‘₯βˆ’π‘₯0|>𝑅.



The next theorem provides a useful method for determining the radius of convergence of a power series. It’s derived in calculus by applying the ratio test to the corresponding series of absolute values.

Suppose there’s an integer 𝑁 such that π‘Žπ‘›β‰ 0 if 𝑛β‰₯𝑁 and




where 0β‰€πΏβ‰€βˆž. Then the radius of convergence of βˆ‘βˆžπ‘›=0π‘Žπ‘›(π‘₯βˆ’π‘₯0)𝑛 is 𝑅=1/𝐿, which should be interpreted to mean that 𝑅=0 if 𝐿=∞, or 𝑅=∞ if 𝐿=0.








To practice more on the topic, click here




Euler Equations; Regular Singular Points:

In this section we will begin to consider how to solve equations of the form



Euler Equations: A relatively simple differential equation that has a singular point is the Euler equation




Equal Roots: A second solution can be obtained by the method of reduction of order, but for the purpose of our future discussion we consider an alternative method.

















Solutions of an Euler equation; real roots (ΞΌ = 0).













The two typical second solutions of an Euler equation with equal roots: r > 0(red),r < 0(blue).


The general solution of the Euler equation:



in any interval not containing the origin is determined by the roots r1 and r2 of the equation



as follows. If the roots r1 and r2 are real and different, then,



If the roots are real and equal, then



If the roots are complex conjugates, then,



The solutions of an Euler equation of the form




references:

  • β€œSlope and Direction Fields for Differential Equations.” Homepages.bluffton.edu, homepages.bluffton.edu/~nesterd/apps/slopefields.html.
  • β€œODEs: Classification of Differential Equations.” Uvic.ca, 2023, web.uvic.ca/~tbazett/diffyqs/classification_section.html.
  • Boyce, William E, et al. Elementary Differential Equations and Boundary Value Problems. Hoboken, Nj, Wiley, 2017.
  • Judson, Thomas W. ODE-Project Existence and Uniqueness of Solutions. Faculty.sfasu.edu, faculty.sfasu.edu/judsontw/ode/html-snapshot/firstlook06.html#:~:text=The%20Existence%20and%20Uniqueness%20Theorem%20tells%20us%20that%20the%20integral. Accessed 15 Apr. 2024.
  • commutant. β€œODE | Existence and Uniqueness Example.” Www.youtube.com, 2013, www.youtube.com/watch?v=GV1gFLZ7V18&t=4s. Accessed 15 Apr. 2024.
  • commutant. β€œODE | Existence and Uniqueness Idea.” YouTube, 7 Sept. 2012, www.youtube.com/watch?v=53BPf9JrFcU. Accessed 20 Jan. 2023.
  • β€œVariation of Parameters | Mathematics | Britannica.” Www.britannica.com, www.britannica.com/science/variation-of-parameters.
  • TheOrganicChemistryTutor. β€œVariation of Parameters - Nonhomogeneous Second Order Differential Equations.” YouTube, 1 Dec. 2019, www.youtube.com/watch?v=Ik3YW1JGr_A. Accessed 27 Jan. 2022.
  • β€œDifferential Equations - 24 - 2nd Order - Complex Roots (R=A+Bi).” Www.youtube.com, www.youtube.com/watch?v=YVXGM--E7Ts. Accessed 22 Apr. 2024.
  • β€œ7.2: Review of Power Series.” Mathematics LibreTexts, 7 June 2018, math.libretexts.org/Bookshelves/Differential_Equations/Elementary_Differential_Equations_with_Boundary_Value_Problems_(Trench)/07%3A_Series_Solutions_of_Linear_Second_Order_Equations/7.02%3A_Review_of_Power_Series. Accessed 22 Apr. 2024.












April 23, 2024

Fernanda S. Zamarripa