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Are the statements in Problems true or false? Give reasons for your answer. If the contours of \(f(x, y)=c+m x+n y\) are vertical lines, then \(n=0.\)

Short Answer

Expert verified
True, because \( n=0 \) ensures no \( y \) dependence on \( x \), making the lines vertical.

Step by step solution

01

Understand the problem

Given the function for contours, we need to determine if the presence of vertical lines implies that a particular parameter must be zero. Specifically, for contours described by equations of the form \( f(x, y) = c + m x + n y = k \), where \( k \) is a constant, we analyze the implications of these being vertical lines.
02

Set up the contour equation

The contour equation is \( c + m x + n y = k \). Rearranging the equation gives \( n y = k - c - mx \), leading to \( y = \frac{k - c - mx}{n} \). For the contour to be a vertical line, \( y \) should not vary with \( x \).
03

Determine conditions for vertical lines

For the lines to be vertical, each potential contour should have an undefined slope or no slope with respect to \( x \), implying no \( x \) dependency in the equation \( y = \frac{k - c - mx}{n} \). The term \(-\frac{mx}{n}\) must not exist or must not affect \( y \), meaning \( n \) must be zero to cancel out the \( x \) terms.
04

Conclude whether the statement is true or false

If \( n eq 0 \), then \( y \) will change with varying \( x \), making the lines non-vertical. To have vertical lines, \( n \) must be zero so that \( y \) does not depend on \( x \). Therefore, the statement is true.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Vertical Lines
When we talk about vertical lines, we refer to lines that go straight up and down. These lines have a special property: they do not have a slope in the typical sense. In mathematical terms, the slope of a line is the ratio of the change in vertical distance to the change in horizontal distance. For a vertical line, this would mean dividing by zero, which is undefined. Therefore, vertical lines are said to have an undefined slope.

To recognize a vertical line in an equation, it is usually expressed as something like \( x = a \), where \( a \) is a constant. This equation tells us that no matter how the \( y \) value changes, \( x \) remains constant, confirming the line's vertical nature. In the context of contour lines for functions, if the contour lines represent vertical lines, it suggests that there is no change of \( y \) with respect to \( x \). This forms a crucial component when analyzing how these lines behave in multivariable functions.
Implicit Function
An implicit function is a function which is defined by an equation, where you can't directly solve for one variable in terms of the others. Instead of expressing one variable explicitly as a function of the others, it’s done implicitly. For example, in the equation \( f(x, y) = c \), both \( x \) and \( y \) are related in such a way that you can’t directly write \( y \) as a simple function of \( x \).

This is different from explicit functions, where one variable can be directly expressed in terms of the other variables, like \( y = f(x) \). In the analysis of contour lines—like those given by \( c + mx + ny = k \)—we see \( x \) and \( y \) tangled together in an implicit relationship. These types of functions are crucial for describing more complex, real-world situations where variables may depend on each other in intricate ways.
Slope of a Line
The concept of a slope applies to straight lines within the coordinate plane and is a measure of how steep a line is. Mathematically, slope is often represented by \( m \) and is calculated as the rise over run: \( \text{slope} = \frac{\Delta y}{\Delta x} \). A larger slope means a steeper line, whereas a smaller slope indicates a gentler line.

In terms of contour lines, if you have a line in the form \( y = mx + b \), \( m \) represents the slope. For vertical lines, as mentioned, this \( m \) becomes undefined because \( \Delta x = 0 \). When analyzing whether a line is vertical within the contour map of a function like \( f(x, y) = c + mx + ny = k \), we identify that for \( n = 0 \), the slope would indeed indicate a vertical line by removing the dependence of \( y \) on \( x \).
Multivariable Functions
Multivariable functions involve functions with two or more variables. Instead of a one-dimensional input and output, these functions take inputs in higher dimensions and output a single value, like \( z = f(x, y) \). Contour lines are a geometric tool to understand these functions better by showing where the function holds a constant value.

Within such a context, a contour line—defined by \( f(x, y) = k \)—slices through the function surface where \( f \) equals a constant value \( k \). Analyzing these lines helps us visualize how the function behaves; if contours become vertical, it's significant as it may indicate changes or peculiarities in gradient behavior, such as where \( n = 0 \) in the example function. This ability to visualize and understand multivariable functions is crucial for fields like engineering, physics, and other sciences.

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