Chapter 4: Problem 37
Let \(y=a_{1}\left(x-x_{1}\right)^{2}+a_{2}\left(x-x_{2}\right)^{2},\) where \(a_{1}, a_{2}, x_{1},\) and \(x_{2}\) are all constants. In addition, suppose that \(a_{1}\) and \(a_{2}\) are both positive. Show that the minimum of this function occurs when \(x=\frac{a_{1} x_{1}+a_{2} x_{2}}{a_{1}+a_{2}}\)
Short Answer
Step by step solution
Understand the Function
Calculate the Derivative
Set the Derivative to Zero
Solve for x
Verify the Result
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Minimum Value
The task involves finding the exact \(x\) position where this minimum occurs. Knowing where these minima lie allows us to determine where the function reaches its lowest point, helping in understanding the behavior of quadratic functions in terms of optimization. In this case, by solving derivative equalities, we found the precise \(x\) where the function achieves its minimum.
Derivative
For our specific function, we calculated the derivative with respect to \(x\) and ended up with:
- \(\frac{dy}{dx} = 2a_1(x-x_1) + 2a_2(x-x_2)\)
Critical Point
Solving the equation:
- \(2a_1(x-x_1) + 2a_2(x-x_2) = 0\)
- \( (a_1 + a_2)x = a_1x_1 + a_2x_2 \)
Quadratic Expression
- \(ax^2 + bx + c\)
In our exercise, the function combines two such parabolas, each anchoring its minimum at points \(x_1\) and \(x_2\). The combined expression weighs these parabolic curves based on \(a_1\) and \(a_2\), dictating the mutual influence of each parabolic form. Understanding these components is crucial in analyzing the parabolic graphs for minimum values and possible optimisation.