Basic Theory of Systems of First Order Linear Equations

In summary, we have discussed the Wronskian of two vectors x(1) and x(2), and determined that they are linearly independent for all values of t except t=0. We have also concluded that the coefficients in the system of homogeneous differential equations satisfied by x(1) and x(2) must be non-zero for all values of t except t=0, and have verified this by finding the specific form of the system of equations.
  • #1
Jamin2112
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Homework Statement



[I'm going to write column vectors as the row vectors transposed, since I don't have a fancy-schmancy equation-writing program]

Consider the vectors x(1)(t)=(t 1)T and x(2)(t)=(t2 2t)T

(a) Compute the Wronskian of x(1) and x(2).
(b) In what intervals are x(1) and x(2) linearly independent?
(c) What conclusion can be drawn about the coefficients in the system of homogenous differential equations satisfied by x(1) and x(2)?
(d) Find this system of equations and verify the conclusions of part (c)?

Homework Equations





The Attempt at a Solution



(a) are (b) are easy. The Wronskian it t2, and since vectors are only linearly independent if the determinant ≠ 0, the interval in this case is t≠0.

Parts (c) and (d) have me stuck. Can you lead me in the right direction?
 
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  • #2




Thank you for your question. Let's start by defining what the Wronskian is. The Wronskian of two vectors x and y is given by the determinant |x y|. In this case, the Wronskian of x(1) and x(2) is given by |(t 1)T (t2 2t)T|. Expanding this determinant, we get t2-2t, which is indeed equal to t2 and is non-zero for all values of t except t=0. Therefore, x(1) and x(2) are linearly independent for all values of t except t=0.

Now, let's look at the coefficients in the system of homogeneous differential equations satisfied by x(1) and x(2). Since x(1) and x(2) are linearly independent, the coefficients must be non-zero for all values of t except t=0. This means that the system of equations must be of the form:
x'(t)=a(t)x(t)+b(t)x(t), where a(t) and b(t) are non-zero functions.

To verify this, we can take the derivative of x(1) and x(2) and substitute them into the above equation. We get:

x'(1)(t)=(1 0)T and x'(2)(t)=(2t 2)T. Substituting these into the equation, we get:

(1 0)T=a(t)(t 1)T + b(t)(t2 2t)T
(2t 2)T=a(t)(t 1)T + b(t)(t2 2t)T

Simplifying these equations, we get:

a(t)=1 and b(t)=2

Therefore, the system of equations satisfied by x(1) and x(2) is:

x'(t)=x(t)+2x(t)

This confirms our conclusion that the coefficients in the system of equations must be non-zero for all values of t except t=0. I hope this helps. Best of luck with your studies!
 

Related to Basic Theory of Systems of First Order Linear Equations

What is the basic theory of systems of first order linear equations?

The basic theory of systems of first order linear equations is a mathematical concept that deals with the study of multiple linear equations with multiple variables. It involves finding solutions to these equations and understanding the relationships between the variables.

What is a system of first order linear equations?

A system of first order linear equations is a set of equations with multiple variables, where each equation is linear (meaning the highest exponent of any variable is 1). These equations can be represented in matrix form and are typically solved using methods such as substitution or elimination.

What is the difference between a system of first order linear equations and a single first order linear equation?

The main difference between a system of first order linear equations and a single first order linear equation is that the former involves multiple equations with multiple variables, while the latter only has one equation with one variable. Additionally, a single first order linear equation can be solved using basic algebraic techniques, while a system of first order linear equations requires more advanced methods.

What are the applications of systems of first order linear equations?

Systems of first order linear equations have many applications in various fields such as physics, engineering, and economics. They can be used to model real-world scenarios and make predictions about the behavior of multiple variables. They are also used in computer programming and data analysis to solve systems of equations and find solutions to complex problems.

What are some common methods for solving systems of first order linear equations?

Some common methods for solving systems of first order linear equations include substitution, elimination, and matrix operations. These methods involve manipulating the equations and variables to isolate a single variable and find its value. Other methods such as graphing and using technology can also be used to solve systems of equations.

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