Little bit confuse on vector space

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Discussion Overview

The discussion revolves around proving that the solution set of a second-order differential equation of the form af'' + bf' + cf = 0 constitutes a real vector space with respect to standard operations. The scope includes theoretical aspects of vector spaces and differential equations.

Discussion Character

  • Technical explanation
  • Conceptual clarification
  • Mathematical reasoning

Main Points Raised

  • One participant suggests that since the set of differentiable functions is a vector space, the solutions to the differential equation would form a subspace, emphasizing the need to show closure under addition and scalar multiplication.
  • Another participant expresses gratitude for the explanation but seeks further clarification on the nature of the solution set and whether to use the method of exponential functions or reduce the equation to a first-order matrix system.
  • A later reply indicates that either method for finding solutions is valid, but solving the system directly is more straightforward, and introduces the concept of the derivative as an operator, suggesting that solutions can be expressed as linear combinations of exponential functions.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the best method for solving the differential equation or on the specifics of proving closure under addition and scalar multiplication. Multiple approaches and interpretations are presented.

Contextual Notes

There are unresolved questions regarding the specific form of the solution set and the implications of using different methods to prove vector space properties. The discussion reflects varying assumptions about the constants a, b, and c, and their impact on the solution methods.

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how to proof if the solution set of a second order diffential equation af''+bf'+cf=0 is a real vector space w.r.t. the usual opeations?
 
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Since the set of differentiable functions is itself a vector space the solutions would form a subspace. It thus is sufficient to show that the set is closed under the operations of addition and scalar multiplication.

Given any subset of a vector space you already have all the properties of associativity, distribution under scalar multiplication and vector addition, etc. The only issue is closure under the basic operations.
 
james,

first of all thank you very much for your explaining, that helps me a lot.

but still i have some question to ask you, can you please help me out as well?

i just got no idea what is the set of the soluiton of those d.e.
do i need to use y=a^ex to solve them or i need to reduce them into first order matrix system?

but if i reduce into first order matrix system, how can i proof it is closeure under addition and scalar multiplication?

many thanks!

regards,
tony
 
Either method works for finding solutions but solving the system directly is the most straightforward (presuming a,b, and c are constants). The way to look at this equation is in terms of the derivative as an operator D:

[aD^2 +bD + c1] f = 0
The exponential function f=e^(rx) is an "eigen-vector" of the D operator with eigen-value r. The set of all such function forms an "eigen-basis" so any solution must be a linear combination of exponential functions and you can find the r's algebraically.
 

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