Variational Operator/First Variation - Taylor Expansion

In summary: So the εR1(ε) represents the higher order terms that can be neglected in the limit as ε->0. In summary, the expansion obtained for a function ##F(x,u,u')## with a variation in the variable u, represented by εv, can be derived using Taylor expansion on functions of multiple variables. The resulting equation is ##\displaystyle \Delta F= F(x,u,u')+ \epsilon v \frac {\partial F}{\partial u}+ \epsilon v' \frac{\partial F}{\partial u'}+ \frac{(\epsilon v)^2}{2!} \frac{\partial^2 F}{\partial u^2}+\frac{(\epsilon v)(\epsilon v
  • #1
bugatti79
794
1

Homework Statement


Folks, how is the following expansion obtained for the following function

##F(x,u,u')## where x is the independent variable.

The change ##\epsilon v## in ##u## where ##\epsilon## is a constant and ##v## is a function is called the variation of ##u## and denoted by ##\delta u \equiv \epsilon v##


Homework Equations


The Attempt at a Solution



##\Delta F=F(x,u+\epsilon v, u'+\epsilon v')-F(x,u,u')##.

Expanding in powers of ##\epsilon## (treating ##u+\epsilon v## and ##u'+\epsilon v'## as dependent functions)

##\displaystyle \Delta F= F(x,u,u')+ \epsilon v \frac {\partial F}{\partial u}+ \epsilon v' \frac{\partial F}{\partial u'}+ \frac{(\epsilon v)^2}{2!} \frac{\partial^2 F}{\partial u^2}+\frac{(\epsilon v)(\epsilon v')}{2!} \frac{\partial^2 F}{\partial u \partial u'}+\frac{(\epsilon v')^2}{2!} \frac{\partial^2 F}{\partial u'^2}+...-F(x,u,u')##

How is the above line obtained...I looked at Taylor expansion but could not recognize its application to this function. Any links or tips will be appreciated.

Regards
 
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  • #2
It's basically Taylor expansion on functions of several variables.

On the other hand, the Euler-Lagrangian equation can be derived by not using Taylor expansion which may be more straightforward to some readers(using partial derivative and total differential).

bugatti79 said:
How is the above line obtained...I looked at Taylor expansion but could not recognize its application to this function. Any links or tips will be appreciated.
 
Last edited:
  • #3
klondike said:
It's basically Taylor expansion on functions of several variables.

On the other hand, the Euler-Lagrangian equation can be derived by not using Taylor expansion which may be more straightforward to some readers(using partial derivative and total differential).

Where can I learn more about Taylor expansion of several variables? In this case are the variables u and u' so we are dealing with 2 variables since x is an independent variable...?
 
  • #4
bugatti79 said:

Homework Statement


Folks, how is the following expansion obtained for the following function

##F(x,u,u')## where x is the independent variable.

The change ##\epsilon v## in ##u## where ##\epsilon## is a constant and ##v## is a function is called the variation of ##u## and denoted by ##\delta u \equiv \epsilon v##


Homework Equations


The Attempt at a Solution



##\Delta F=F(x,u+\epsilon v, u'+\epsilon v')-F(x,u,u')##.

Expanding in powers of ##\epsilon## (treating ##u+\epsilon v## and ##u'+\epsilon v'## as dependent functions)

##\displaystyle \Delta F= F(x,u,u')+ \epsilon v \frac {\partial F}{\partial u}+ \epsilon v' \frac{\partial F}{\partial u'}+ \frac{(\epsilon v)^2}{2!} \frac{\partial^2 F}{\partial u^2}+\frac{(\epsilon v)(\epsilon v')}{2!} \frac{\partial^2 F}{\partial u \partial u'}+\frac{(\epsilon v')^2}{2!} \frac{\partial^2 F}{\partial u'^2}+...-F(x,u,u')##

How is the above line obtained...I looked at Taylor expansion but could not recognize its application to this function. Any links or tips will be appreciated.

Regards

klondike said:
It's basically Taylor expansion on functions of several variables.

I have identified the expansion as that of 2 variables ##u## and ##u'## based on this wolfram link eqns 33/34 http://mathworld.wolfram.com/TaylorSeries.html

1) I am not sure why the author threw in the ##F(x,u,u')## at the end to balance the first term in last equation of original post...?

2) The book continues on from this last equation to write
##\displaystyle \epsilon v \frac{\partial F}{\partial u}+\epsilon v' \frac{\partial F}{\partial u'} +\epsilon R_1(\epsilon)##

Does ##\epsilon R_1(\epsilon)## represent the higher order terms that can be neglected since they are small? This approaches 0 as ##\epsilon## approaches 0.
 
  • #5
bugatti79 said:
1) I am not sure why the author threw in the ##F(x,u,u')## at the end to balance the first term in last equation of original post...?
Perhaps it helps to look at the Taylor expansion on single variable function where
f(x)=f(a)+f'(a)(x-a)+0.5f''(a)(x-a)2+o(x-2). Ignoring 2nd and higher order terms, we have f(x)=f(a)+f'(a)(x-a). It says f changed from f(a) to f(x) due to independent valuable changed from a to x, where f(a) is the initial point, f(x) is the final point, and (x-a) is the change in the independent variable. Hence the net change Δf = f(x)-f(a)=f(a)+f'(a)(x-a)-f(a)

bugatti79 said:
2) The book continues on from this last equation to write
##\displaystyle \epsilon v \frac{\partial F}{\partial u}+\epsilon v' \frac{\partial F}{\partial u'} +\epsilon R_1(\epsilon)##

Does ##\epsilon R_1(\epsilon)## represent the higher order terms that can be neglected since they are small? This approaches 0 as ##\epsilon## approaches 0.

They are higher order infinitesimals than those of εη and εη'. Sorry, my η is your v. When taking limit as ε->0 (in the step of finding dS/dε), they vanished.
 
  • #6
klondike said:
Perhaps it helps to look at the Taylor expansion on single variable function where
f(x)=f(a)+f'(a)(x-a)+0.5f''(a)(x-a)2+o(x-2). Ignoring 2nd and higher order terms, we have f(x)=f(a)+f'(a)(x-a). It says f changed from f(a) to f(x) due to independent valuable changed from a to x, where f(a) is the initial point, f(x) is the final point, and (x-a) is the change in the independent variable. Hence the net change Δf = f(x)-f(a)=f(a)+f'(a)(x-a)-f(a)



They are higher order infinitesimals than those of εη and εη'. Sorry, my η is your v. When taking limit as ε->0 (in the step of finding dS/dε), they vanished.

Thanks for the insight, that helped!
 

Related to Variational Operator/First Variation - Taylor Expansion

What is a variational operator?

A variational operator is a mathematical tool used in calculus of variations to find the extremum of a functional. It represents a function that maps a set of functions to another set of functions, and is typically denoted by the symbol δ.

What is the first variation of a functional?

The first variation of a functional is the change in the value of the functional when the input function is perturbed by a small amount. In other words, it measures the sensitivity of the functional to small changes in the input function.

What is the Taylor expansion of a functional?

The Taylor expansion of a functional is a mathematical series that approximates the value of the functional at a certain point by taking into account the first and higher order derivatives of the input function at that point. It is a useful tool in analyzing the behavior of a functional near a specific point.

How is the first variation related to the Taylor expansion?

The first variation of a functional can be thought of as the first term in the Taylor expansion of the functional. It represents the linear approximation of the functional at a particular point, while the higher order terms in the Taylor expansion account for the non-linear behavior of the functional.

What is the significance of the variational operator in the Taylor expansion?

The variational operator plays a crucial role in the Taylor expansion of a functional as it allows us to express the higher order terms in terms of the first variation. This simplifies the analysis of the functional and makes it easier to find the extremum or critical points.

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