Question: How can I calculate the steepest slope of a hill using its equation?

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Homework Help Overview

The discussion revolves around calculating the steepest slope of a hill described by the equation z = 2xy - 3x^2 - 4y^2 - 18x + 28y + 12, where z represents the height, x is the distance east, and y is the distance south. The original poster seeks clarification on the meaning of the steepest slope at a specific point (x = y = 1) and its directional implications.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the use of the gradient to determine the direction of the steepest slope and question the interpretation of the resulting vector. There is uncertainty about how to relate the gradient to compass directions and the role of the z-axis in this context.

Discussion Status

Some participants have provided guidance on calculating the gradient and interpreting the results, while others express confusion regarding the implications of the gradient vector and its relationship to compass directions. Multiple interpretations of the problem are being explored.

Contextual Notes

The original poster has already calculated the critical point and the angle between the normal vector and the z-axis, which may influence the discussion but is not fully detailed in the current exchange.

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Equation of the height of the hill
z = 2xy - 3x^2 -4y^2 -18x + 28y +12
z: Height of the hill
x: Distance East
y: distance South

Question: In which compass direction is the slope at x = y = 1 steepest?

My question: What does this suppose to mean? The vector that is tangent to that point pointing to the top of the hill? If so how do I do that?

Note: I have already calculated the critical point of the hill and the angle between the normal vector of the hill at x=y=1 and the z-axis.

Thanks!
 
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Take the gradient of the function where the del operator is

\vec{\nabla}=\hat{x}\frac{\partial}{\partial\mbox{x}}+\hat{y}\frac{\partial}{\partial\mbox{y}}+\hat{z}\frac{\partial}{\partial\mbox{z}}

The gradient gives the direction of most rapid change for w = f(x,y,z). In your case, z = f(x,y).
 
Gradient of z = (2y - 6x -18 , 2x - 8y +28, 0)

If I put x = y = 1 there, the answer would be (a,b,0) which is a straight line parrallel to z-axis. That doesn't make sense at all!
 
When x=y=1 you get

\vec{T}=-22\hat{x}+14\hat{y}

where the unit vector x is in the East direction and unit vector y is in the South direction. This gives 22 West by 14 South. Use arctan to find the angle these two components form and this will be the direction.
 
Oh so the compass lay on the horizontal direction. I thought it would be something in the z-direction too. Thanks!
 

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