Math Problem Statement
Solution
To solve this problem, we need to analyze the function and find its gradient at the point . The problem also asks us to sketch this gradient along with the level curve at this point and choose the correct graph.
Step 1: Compute the Gradient
The gradient vector of a function is given by:
For , let's calculate the partial derivatives.
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Partial derivative with respect to :
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Partial derivative with respect to :
Step 2: Evaluate the Gradient at
Substitute and into the partial derivatives:
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First, calculate at :
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Now substitute into each component:
- For :
- For :
So, the gradient at is:
Step 3: Analyze the Level Curve and Gradient Direction
The gradient vector represents the direction of the steepest ascent from the point . This vector points in the positive - and -directions. In the graphs, this would be represented by an arrow originating at and pointing in the first quadrant.
Step 4: Identify the Correct Graph
The correct graph will show:
- A level curve for passing through .
- A gradient vector at pointing in the direction , i.e., towards the upper right quadrant.
Based on this analysis, the correct graph should display the gradient vector pointing diagonally up and to the right from , which corresponds to option B in the provided graphs.
Would you like more details on any part of this solution? Here are some related questions for further exploration:
- How does the gradient vector relate to the direction of steepest ascent?
- What is a level curve, and how is it useful in understanding multivariable functions?
- Can the gradient be zero? If so, under what circumstances?
- How would you find the directional derivative along a given direction for this function?
- What are some applications of gradient vectors in real-world scenarios?
Tip: In multivariable calculus, the gradient vector at a point on a surface points perpendicular to the level curve at that point, which helps in visualizing the direction of change.
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Math Problem Analysis
Mathematical Concepts
Gradient
Partial Derivatives
Level Curves
Formulas
Gradient vector ∇f(x, y) = (∂f/∂x, ∂f/∂y)
Partial derivative with respect to x: ∂f/∂x = 2/√(4x + 3y)
Partial derivative with respect to y: ∂f/∂y = 3/(2√(4x + 3y))
Theorems
Gradient Vector Theorem
Level Curve and Gradient Relation
Suitable Grade Level
Undergraduate Calculus
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