Solve Problem: Let f (x, y)=xye^(− ((x−a)^2)− ((y−b)^ 2))

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The discussion centers on the mathematical function f(x, y) = xye^(-((x-a)^2) - ((y-b)^2)) and the determination of the direction from the point (a, b) that maximizes the function's increase. Participants emphasize the importance of the gradient (grad f) in identifying this direction and clarify the need for a tangent plane equation at the point (a, b, ab). Additionally, the use of differentials is suggested to approximate the function value at (9a/10, 6b/5) and to identify points where the tangent plane is horizontal.

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  • Understanding of gradient vectors in multivariable calculus
  • Familiarity with the concept of tangent planes in three-dimensional surfaces
  • Knowledge of exponential functions and their properties
  • Ability to compute differentials and approximations in calculus
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electricman
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Hi,

I have some problems to solve this:

Let f (x, y)=xye^(− ((x−a)^2)− ((y−b)^ 2)). In which direction, one will go from the point (a, b) in the definition amount if one wants to that the function values will increase so quickly as possible? Decide an equation for key planet to the surface z=f (x, y) in the point (a, b, ab). Use differential to f in order to calculate a close value to f (9a/10, 6b/5). In which points, key planet is to the surface z=f (x, y) horizontal?

Anyone who knows how to solve this?
 
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electricman said:
Hi,

I have some problems to solve this:

Let f (x, y)=xye^(− ((x−a)^2)− ((y−b)^ 2)). In which direction, one will go from the point (a, b) in the definition amount if one wants to that the function values will increase so quickly as possible? Decide an equation for key planet to the surface z=f (x, y) in the point (a, b, ab). Use differential to f in order to calculate a close value to f (9a/10, 6b/5). In which points, key planet is to the surface z=f (x, y) horizontal?

Anyone who knows how to solve this?
Those are all basic 'grad f' problems. Do you know why? What is special about the direction grad f points. Please show SOME work if you expect help. Oh, and I think you mean "tangent plane" instead of "key planet".
 

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