Soln space basis for all constant coeff homo linear DE's?

These can be written as a linear combinations of sine and cosine, and it's more common to work with sine and cosine instead of complex exponentials. So, in summary, for constant coefficient linear homogeneous differential equations, the solution space is typically composed of linear combinations of exponential functions and occasionally sine and cosine functions. While it is possible to collapse the sine and cosine solutions into the space of exponential functions, it is not commonly done due to the use of complex exponentials.
  • #1
kostoglotov
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6
From what I've seen so far, the basis of the solution space for all the constant coefficient homo linear DE's have been linear combinations of the exponential function e or of some polynomial multiplied by the exponential function.

Is this always true that these DE's always result in solutions based on exponential, polynomial times exponential (and sin and cos combos)?

Is it ok to collapse all the sin and cos solutions into the space of exponential functions, since a complex component in the exponent gives cos and sin?
 
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  • #2
kostoglotov said:
From what I've seen so far, the basis of the solution space for all the constant coefficient homo linear DE's have been linear combinations of the exponential function e or of some polynomial multiplied by the exponential function.

Is this always true that these DE's always result in solutions based on exponential, polynomial times exponential (and sin and cos combos)?
Yes. Any constant coefficient, linear, homogeneous DE will look like this:
##a_{n}y^{(n)} + a_{n - 1}y^{(n - 1)} + \dots + a_1y' + a_0 = 0##
This results in a characteristic equation of ##a_nr^n + a_{n - 1}r^{n - 1} + \dots + a_1r + a_0 = 0##
By the Fund. Thm. of Algebra, the above can be factored into linear and/or irreducible quadratic factors over R (or into linear factors over C).
Each linear factor r - a produces a solution of the form ##e^{at}##. Each irreducible quadratic factor produces a pair of solutions of the form ##e^{at}\cos(bt)## and ##e^{at}\sin(bt)##.
kostoglotov said:
Is it ok to collapse all the sin and cos solutions into the space of exponential functions, since a complex component in the exponent gives cos and sin?
It's OK, but not usually done, since you will have e raised to complex powers.
 

Related to Soln space basis for all constant coeff homo linear DE's?

1. What is a Soln space basis?

A Soln space basis is a set of functions that can be used as building blocks to construct the general solution to a differential equation. These functions must satisfy the given differential equation and any initial conditions.

2. What is the significance of a Soln space basis for constant coefficient homogeneous linear DE's?

A Soln space basis is particularly useful for solving constant coefficient homogeneous linear differential equations because it allows us to express the general solution as a linear combination of these basis functions. This reduces the problem to finding the coefficients of the basis functions, which can be done using a variety of methods.

3. How do you determine the Soln space basis for a given DE?

To determine the Soln space basis for a given differential equation, we first find the characteristic equation and its roots. The basis functions are then constructed using these roots and the form of the differential equation. For example, if the characteristic equation has a repeated root, the basis functions will involve powers of that root.

4. Can the Soln space basis change for different initial conditions?

Yes, the Soln space basis can change for different initial conditions. The choice of basis functions will depend on the specific initial conditions given in the problem. However, the basis functions must still satisfy the differential equation.

5. What are some common methods for finding the coefficients of the Soln space basis?

Some common methods for finding the coefficients of the Soln space basis include undetermined coefficients, variation of parameters, and the method of annihilators. Each method has its own advantages and is suitable for different types of differential equations.

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