image
Physics Forums Logo
image
image
* Register * Upgrade Blogs Library Staff Rules Mark Forums Read
image
image   image
image

image linear independence Share It Thread Tools Search this Thread image
Old Jul1-09, 10:45 AM                  #1
evagelos

evagelos is Offline:
Posts: 179
linear independence

CAN somebody, please write down a formula defining the linear independence of the following functions??

{LaTeX Code:  e^x,e^{2x} }
  Reply With Quote
Old Jul1-09, 11:05 AM                  #2
Pinu7

Pinu7 is Offline:
Posts: 133
Re: linear independence

If e^x and e^2x are linearly independent then the equation

ae^x+be^2x=0 must have the only solution a,b=0.

Differentiate to obtain,

ae^x+2be^2x=0

Subtract the first equation from the second to obtain,
be^2x=0
which is true if and only if b=0.
Then it is obvious that a=0.

Therefore, e^x and e^2x are linearly independent.
  Reply With Quote
Old Jul1-09, 11:06 AM                  #3
g_edgar

g_edgar is Offline:
Posts: 388
Re: linear independence

The definition says: if LaTeX Code: a,b are constants and LaTeX Code: a e^x + b e^{2x} = 0 for all LaTeX Code: x , then LaTeX Code: a = b = 0 .
  Reply With Quote
Old Jul1-09, 03:22 PM                  #4
evagelos

evagelos is Offline:
Posts: 179
Re: linear independence

Originally Posted by g_edgar View Post
The definition says: if LaTeX Code: a,b are constants and LaTeX Code: a e^x + b e^{2x} = 0 for all LaTeX Code: x , then LaTeX Code: a = b = 0 .
Would you say that your definition is equivalent to:

for all a,b,x and LaTeX Code: ae^x + be^{2x}=0 ,then a=b=0 ?

or in a more combact form:

for all a,b,x LaTeX Code: [ae^x + be^{2x} =0\\Longrightarrow ( a=b=0)]
  Reply With Quote
Old Jul1-09, 06:11 PM                  #5
HallsofIvy

PF Mentor

HallsofIvy is Offline:
Posts: 24,778
Re: linear independence

Originally Posted by evagelos View Post
Would you say that your definition is equivalent to:

for all a,b,x and LaTeX Code: ae^x + be^{2x}=0 ,then a=b=0 ?

or in a more combact form:

for all a,b,x LaTeX Code: [ae^x + be^{2x} =0\\Longrightarrow ( a=b=0)]
"For all a, b" makes no sense if "a= b= 0".

Just "if, for all x, LaTeX Code: ae^x + be^{2x}=0 ,then a=b=0" or
"(for all x LaTeX Code: ae^x + be^{2x} =0)\\Longrightarrow ( a=b=0) "
  Reply With Quote
Old Jul2-09, 10:21 AM                  #6
evagelos

evagelos is Offline:
Posts: 179
Re: linear independence

Originally Posted by HallsofIvy View Post
"For all a, b" makes no sense if "a= b= 0".

Just "if, for all x, LaTeX Code: ae^x + be^{2x}=0 ,then a=b=0" or
"(for all x LaTeX Code: ae^x + be^{2x} =0)\\Longrightarrow ( a=b=0) "
You mean that a and ,b cannot have any other value apart from zero??

In that case you do not have to prove anything because ae^x + be^2x =0

OR given any a,b,x and if LaTeX Code:  ae^x + be^{2x} =0 ,then you can prove that the only value a and b can take is zero??
  Reply With Quote
Old Jul2-09, 12:13 PM                  #7
g_edgar

g_edgar is Offline:
Posts: 388
Re: linear independence

Originally Posted by HallsofIvy View Post
LaTeX Code: (\\text{for all } x,\\; ae^x + be^{2x} =0)\\Longrightarrow ( a=b=0)
Incomplete. How about this...

LaTeX Code: \\text{for all } a,\\; \\text{for all } b\\; [(\\text{for all } x,\\; ae^x + be^{2x} =0)\\Longrightarrow ( a=b=0)]
  Reply With Quote
Old Jul2-09, 01:39 PM                  #8
HallsofIvy

PF Mentor

HallsofIvy is Offline:
Posts: 24,778
Re: linear independence

Originally Posted by evagelos View Post
You mean that a and ,b cannot have any other value apart from zero??

In that case you do not have to prove anything because ae^x + be^2x =0

OR given any a,b,x and if LaTeX Code:  ae^x + be^{2x} =0 ,then you can prove that the only value a and b can take is zero??
Given that LaTeX Code: ae^x+ be^{2x}= 0 for all x, then, taking x= 0, LaTeX Code: a+ b= 0 . Since LaTeX Code: ae^x+ be^{2x}= 0 for all x, differentiating with respect to x, LaTeX Code: ae^x+ 2be^{2x}= 0 for all x and, setting x= 0 again, LaTeX Code: a+ 2b= 0 . Subtracting the first equation from the second, (a+ 2b)- (a+ b)= b= 0. Putting b= 0 in either equation, a= 0. Is that what you are asking?

Originally Posted by g_edgar View Post
Incomplete. How about this...

LaTeX Code: \\text{for all } a,\\; \\text{for all } b\\; [(\\text{for all } x,\\; ae^x + be^{2x} =0)\\Longrightarrow ( a=b=0)]
NO!! It makes NO sense say "for all a, a= 0"! "If, for all x, ax= 0, then a= 0." It makes no sense to say "for all a" there.
  Reply With Quote
image image
Reply
Thread Tools


Similar Threads for: linear independence
Thread Thread Starter Forum Replies Last Post
Linear Algebra: Linear Independence and writing Matrices as linear combinations mattst88 Calculus & Beyond 7 Mar24-09 01:03 AM
Linear Independence and Linear Functions catscradle Calculus & Beyond 1 Nov20-07 09:29 AM
2 Linear Algebra Proofs about Linear Independence alec_tronn Calculus & Beyond 2 Sep19-07 05:12 PM
Linear Algebra: Linear Transformation and Linear Independence b0it0i Calculus & Beyond 8 Sep17-07 02:09 PM

Powered by vBulletin Copyright ©2000 - 2009, Jelsoft Enterprises Ltd. © 2009 Physics Forums
Sciam | physorgPhysorg.com Science News Partner
image
image   image