The directional derivative of the function \( f \) given below at the point \( (1, 0) \) in the direction of \( \frac{1}{2} (\hat{i} + \sqrt{3} \hat{j}) \) is (rounded off to 1 decimal place). \[ f(x, y) = x^2 + xy^2 \]
Given: Direction vector: \( \mathbf{u} = \frac{1}{2}i + \frac{\sqrt{3}}{2}j \) Point: \( (1, 0) \)
Step 1: Verify Unit Vector \[ \|\mathbf{u}\| = \sqrt{\left(\frac{1}{2}\right)^2 + \left(\frac{\sqrt{3}}{2}\right)^2} = 1. \] The direction vector is already a unit vector.
Step 2: Compute Gradient (Assuming \( f(x, y) = x^2 + y^2 \)) \[ \nabla f = \left( \frac{\partial f}{\partial x}, \frac{\partial f}{\partial y} \right) = (2x, 2y). \] At \( (1, 0) \): \[ \nabla f(1, 0) = (2, 0). \] Step 3: Directional Derivative \[ D_{\mathbf{u}}f = \nabla f \cdot \mathbf{u} = (2, 0) \cdot \left( \frac{1}{2}, \frac{\sqrt{3}}{2} \right) = 1. \]
Final Answer For \( f(x, y) = x^2 + y^2 \), the directional derivative is \(\boxed{1.0}\).
Note The problem is incomplete without the explicit form of \( f \). The answer depends on the function's gradient at \( (1, 0) \).
P and Q play chess frequently against each other. Of these matches, P has won 80% of the matches, drawn 15% of the matches, and lost 5% of the matches.
If they play 3 more matches, what is the probability of P winning exactly 2 of these 3 matches?
The given figure is reflected about the horizontal dashed line and then rotated clockwise by 90° about an axis perpendicular to the plane of the figure.
Which one of the following options correctly shows the resultant figure?
Note: The figures shown are representative
Fish : Shoal :: Lion : _________
Select the correct option to complete the analogy.