Calculte growth is some direction question

In summary, the maximal growth of a function is represented by its gradient, which is found using the formula \triangledown f=f_x'\vec{i}+f_y'\vec{j}+f_z'\vec{k}. When given a specific function, such as f(x,y,2x^2+y^2)=3x-5y, the gradient can be calculated by finding the partial derivatives of the function with respect to each variable. By substituting the given point, in this case M(1,2,6), into the function, the maximal growth can be determined by taking the dot product of the gradient and the given direction, represented by \hat{a}.
  • #1
khdani
55
0
i know that the maximal growth is the gradiend of a function.

the formula is:

[tex]

\triangledown f=f_x'\vec{i}+f_y'\vec{j}+f_z'\vec{k}

[/tex]



so when i am given a function

[tex]f(x,y,2x^2+y^2)=3x-5y[/tex]

i am was told that it growth on point M(1,2,6) in direction
[tex]\hat{a}=(\frac{1}{3},\frac{2}{3},\frac{2}{3})[/tex] is 1

what is the gradient of f (maximal growth).



i tried to get it like this:

first of all i need a function which looks like this f(x,y,z)=...

in order to find the gradient

i don't know how to do the gradient of a function which i was given.



if i substiute the point

f(1,2,6)=3-10=7



i know i should write

[tex]

(grad f(1,2,6)\dot \hat{a}=1

[/tex]



?
 
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  • #2
Hi khdani! :smile:

(have a grad: ∇ and a curly d: ∂ and try using the X2 tag just above the Reply box :wink:)
khdani said:
first of all i need a function which looks like this f(x,y,z)=...

That's right :smile:

or better still, f(x,y,z) = g(x,y) where g = 3x - 5y.

Now z = 2x2 + y2,

so, using the chain rule, df/dx = … ?, df/dy = … ?, df/dz = … ? :wink:
 
  • #3
"so, using the chain rule, df/dx = … ?, df/dy = … ?, df/dz = … "

what?

you say i would substitute z with[tex] 2x^2+y^2[/tex]
so i get
f(x,y,z)=3x-5y
so [tex]f'_x=3[/tex]
[tex]f'_y=-5[/tex]
[tex]f'_z=0[/tex]
 

1. What is the formula for calculating growth in a specific direction?

The formula for calculating growth in a specific direction is (Final Value - Initial Value) / Initial Value x 100. This will give you the percentage growth or decrease in the chosen direction.

2. How do you determine the initial and final values for growth calculation?

The initial value is the starting point or base value for the calculation, while the final value is the end result or current value. These values can be determined by looking at the data or information available for the given direction.

3. Can growth be calculated in multiple directions?

Yes, growth can be calculated in multiple directions. You can choose any two values to compare and determine the growth or decrease in that direction.

4. What units should be used for growth calculation?

The units used for growth calculation depend on the type of data being analyzed. For example, if you are calculating the growth of a population, you may use units of people. If you are calculating the growth of a company's revenue, you may use units of currency.

5. How can growth in a specific direction be interpreted?

Growth in a specific direction can be interpreted as the percentage increase or decrease in that direction over a certain period of time. This can provide insights into the performance or trends of a particular entity or phenomenon.

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