Chapter 12: Problem 36
Find the maximum and minimum values of \(f(x, y)=x^{2}+y^{2}\) on the ellipse with interior \(x^{2} / a^{2}+y^{2} / b^{2} \leq 1\) where \(a>b\). Hint: Parametrize the boundary by \(x=a \cos t\), \(y=b \sin t, 0 \leq t \leq 2 \pi\)
Short Answer
Expert verified
The maximum value is \(a^2\) and the minimum value is \(b^2\).
Step by step solution
01
Parameterize the Boundary
We are given an ellipse defined by the equation \( \frac{x^2}{a^2} + \frac{y^2}{b^2} = 1 \). To find the maximum and minimum values of the function \( f(x,y) = x^2 + y^2 \) on this ellipse, we first need to parameterize the ellipse. Given in the hint, we use the parameterization \( x = a \cos t \) and \( y = b \sin t \), where \( 0 \leq t \leq 2\pi \).
02
Substitute Parameterization into Function
Substitute the parameterization into the function \( f(x, y) = x^2 + y^2 \). This gives:\[ f(x, y) = (a \cos t)^2 + (b \sin t)^2 = a^2 \cos^2 t + b^2 \sin^2 t.\]
03
Simplify the Expression Using Trigonometric Identity
Use the identity \( \cos^2 t + \sin^2 t = 1 \) to simplify the expression:\[ f(x, y) = a^2 \cos^2 t + b^2 \sin^2 t = a^2 (1 - \sin^2 t) + b^2 \sin^2 t = a^2 - (a^2 - b^2) \sin^2 t.\]
04
Identify Critical Points and Evaluate Extremes
Since \( \sin^2 t \) varies between 0 and 1 for \( t \) in \( [0, 2 \pi] \), examine the expression:- The maximum value occurs when \( \sin^2 t = 1 \), giving \( f(x, y) = a^2 - (a^2 - b^2) = b^2 \).- The minimum value occurs when \( \sin^2 t = 0 \), giving \( f(x, y) = a^2 \).Thus, the maximum value of \( f(x, y) \) is \( a^2 \) and the minimum value is \( b^2 \).
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Parameterization of Curves
Parameterization is a method used to represent a curve by expressing the coordinates of the points on the curve as functions of a parameter, usually denoted by \( t \). In this exercise, we parameterize the ellipse using trigonometric functions. The boundary of the ellipse \( \frac{x^2}{a^2} + \frac{y^2}{b^2} = 1 \) is represented by:
- \( x = a \cos t \)
- \( y = b \sin t \)
Trigonometric Identities
Trigonometric identities are equations that involve trigonometric functions and are true for every value of the occurring variables. A key identity used here is \( \cos^2 t + \sin^2 t = 1 \). This identity helps simplify expressions resulting from the parameterization process.
When substituting the parameterization into the function \( f(x, y) = x^2 + y^2 \), we use this identity to express the function solely in terms of \( \sin^2 t \):
When substituting the parameterization into the function \( f(x, y) = x^2 + y^2 \), we use this identity to express the function solely in terms of \( \sin^2 t \):
- Original substitution results in \( a^2 \cos^2 t + b^2 \sin^2 t \).
- The identity simplifies this to \( a^2 - (a^2 - b^2) \sin^2 t \).
Ellipses
An ellipse is a set of points in a plane such that the sum of the distances from two fixed points (foci) is constant. It is represented by the equation \( \frac{x^2}{a^2} + \frac{y^2}{b^2} = 1 \), where \( a \) and \( b \) are the semi-major and semi-minor axes, respectively.
In the context of this problem, \( a > b \), meaning that the ellipse stretches more along the \( x \)-axis than the \( y \)-axis. Understanding the geometric structure of ellipses helps in simplifying and solving problems, especially when parameterizing and calculating points of interest like maximum or minimum values. The relationship between \( a \) and \( b \) affects the bounds within which the function values are calculated.
In the context of this problem, \( a > b \), meaning that the ellipse stretches more along the \( x \)-axis than the \( y \)-axis. Understanding the geometric structure of ellipses helps in simplifying and solving problems, especially when parameterizing and calculating points of interest like maximum or minimum values. The relationship between \( a \) and \( b \) affects the bounds within which the function values are calculated.
Extremum Values
Extremum values refer to the maximum and minimum values of a function within a certain interval or domain. To find these values for the function \( f(x, y) = x^2 + y^2 \) on the ellipse, we analyze the simplified expression \( f(x, y) = a^2 - (a^2 - b^2) \sin^2 t \).
- The maximum of this function occurs when \( \sin^2 t = 1 \), resulting in \( f(x, y) = a^2 - (a^2 - b^2) = b^2 \).
- The minimum happens when \( \sin^2 t = 0 \), which simplifies to \( f(x, y) = a^2 \).