Prove that the list (x^3, sin(x), cos(x)) is linearly independent in V

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SUMMARY

The functions \(x^3\), \(\sin(x)\), and \(\cos(x)\) are linearly independent in the vector space of real-valued functions \(V\). To prove this, set up the equation \(c_1 x^3 + c_2 \sin(x) + c_3 \cos(x) = 0\) and demonstrate that all coefficients \(c_1\), \(c_2\), and \(c_3\) must equal zero. By evaluating the equation at \(x = 0\) and differentiating, it becomes evident that each coefficient must be zero, confirming their linear independence across the entire real line.

PREREQUISITES
  • Understanding of linear combinations in vector spaces
  • Familiarity with the properties of real-valued functions
  • Knowledge of differentiation techniques
  • Basic concepts of linear independence
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GluonZ
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Question: Prove that the list (x^3, sin(x), cos(x)) is linearly independent in V (V being the vector space of real-valued functions. In other words... common everyday math)

They're linearly independent, its pretty obvious. The issue is -- proving rigorously. This is not for an assignment, its for exam prep. (Friday)

Started by setting them as a linear combination:

c1*x^3 + c2*sin(x) + c3*cos(x) = 0 and trying to prove that ALL the coefficients need to be zero. But, nothing's rigorous enough.

Any ideas?
 
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If that is the zero function, then for all x, the LHS is zero. Why don'y you try putting some values for x in? The most obvious choice shows that c_3 is zero, thence it is trivial to find a value of x impliying that c_1 is zero, and then c_2 has to be zero as well.
 
Exactly. Although, instead of trying different values of x, I like staying with the easy x= 0:
Since these are functions
c1 x3+ c2 sin(x)+ c3 cos(x)= 0 means that it is 0 for all x.
Take x= 0 to get an easy equation. Of course it also follows that the derivative is 0 for all x. Differentiate and put x= 0 to get another easy equation. Differentiate a second time and set x= 0 to get a third easy equation.
 
what is the domain of your functions? if only one point, then they are not independent.

on the whole real line, just look at their zeroes to see sin and cos are independent. also if f depends on sin and cos, then its derivatives depend on their derivatives. this gives a contradiction eventually.
 

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