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Describe the range of the function. $$f(x, y)=x^{2}+y^{2}-1$$

Short Answer

Expert verified
The range of the function \(f(x, y) = x^{2} + y^{2} -1\) is \([-1, +\infty)\).

Step by step solution

01

Analyze the function

The first step is to analyze the function \(f(x, y) = x^{2} + y^{2} -1\). Since it's made up of the sum of the squares of \(x\) and \(y\), and subtracted by 1, it's clear that the minimum value this function can take is -1 when \(x = 0\) and \(y = 0\). However, the function has no maximum value as \(x\) and \(y\) can take any value in the domain of Real numbers.
02

Find the minimum and maximum values

As stated, the minimum value occurs when the squares are zero i.e. when \(x = 0\) and \(y = 0\), this makes \(f(x, y) = 0^2 + 0^2 - 1 = -1\). When we square any non-zero number we get a positive number. So, for \(x^{2}\) and \(y^{2}\), the smallest possible value is zero. Therefore, we can conclude that -1 is indeed the minimum value. Since \(x\) and \(y\) can be any real numbers, the function has no maximum value as \(x^{2}\) and \(y^{2}\) can go to infinity.
03

Describe the range

The range of a function includes all possible output or y-values the function can produce. From steps 1 and 2, it's clear that the minimum is -1 and the function has no maximum value as \(x^{2}\) and \(y^{2}\) can go up to infinity. Therefore, the range of the function \(f(x, y) = x^{2} + y^{2} -1\) is \([-1, +\infty)\).

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Key Concepts

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

Function Analysis
To perform function analysis on a multivariable function like \(f(x, y) = x^2 + y^2 - 1\), we start by understanding the formulation and properties of the function. Here, the function comprises squares of two variables, \(x\) and \(y\), which are always non-negative due to the squaring operation.
Next, we reduce the problem to its simplest form by analyzing scenarios where the function may achieve its extremum values. Since the expression in the function is composed of two non-negative squares, the function's minimum occurs when both \(x\) and \(y\) are zero, giving \(f(0, 0) = 0^2 + 0^2 - 1 = -1\).
Recognizing that squares \(x^2\) and \(y^2\) have no upper bound, the output value of this function can increase without limit. This implies the absence of a maximum value for \(f(x,y)\). This analysis helps identify the range of the function, which is crucial for understanding what output values are possible.
Range of a Function
The range of a function refers to the set of all output values it can produce. In this context, for the function \(f(x, y) = x^2 + y^2 - 1\), the range is determined by calculating the possible minimum and understanding the behavior of outputs as \(x\) and \(y\) vary.
  • Finding the Minimum: As previously analyzed, the minimum value of this function is \(-1\), achieved when \(x = 0\) and \(y = 0\). This is because the expression \(x^2 + y^2\) cannot result in a negative number.
  • Understanding the Maximum: There is no upper bound for \(f(x, y)\) as the values of \(x^2 + y^2\) can increase indefinitely with increasing \(x\) and \(y\). Therefore, procedural squaring allows this function to reach output values towards infinity.

The combination of these insights leads us to conclude that the range is \([-1, +\infty)\). This means any real number greater than or equal to \(-1\) can be an output of the function.
Domain of Real Numbers
Understanding the domain of a function is vital to comprehend over what input values the function operates. For a function with real numbers, the domain consists of all possible ordered pairs \((x, y)\) where each of \(x\) and \(y\) are real numbers in the set \(\mathbb{R}\). This implies that \(f(x, y) = x^2 + y^2 - 1\) covers the entire \(xy\)-plane.
  • Real Numbers: These are numbers that include both rational and irrational numbers, meaning \(x\) and \(y\) can take any value within this set, such as integers, fractions, or even non-repeating decimals.
  • Indefinite Extent: In this specific function, there are no constraints like a square root or a division by zero that would limit \(x\) or \(y\). Hence, every real number is valid for both variables, allowing any combination of \(x\) and \(y\).

Therefore, the domain of this function is all real numbers \((x, y)\in \mathbb{R}^2\). It is important to know the domain as it determines the complete set of possible inputs to the function.

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Most popular questions from this chapter

The accompanying data show the average number of points professional football teams score when starting different distances from the opponents' goal line. (For more information, see Hal Stern's "A Statistician Reads the Sports Pages" in Chance, Summer \(1998 .\) The number of points is determined by the next score, so that if the opponent scores next, the number of points is negative.) Use the linear model to predict the average number of points starting (a) 60 yards from the goal line and (b) 40 yards from the goal line. $$\begin{array}{|c|c|c|c|c|c|}\hline \text { Yards from goal } & 15 & 35 & 55 & 75 & 95 \\\\\hline \text { Average points } & 4.57 & 3.17 & 1.54 & 0.24 & -1.25 \\\\\hline\end{array}$$

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Suppose the temperature at each point \((x, y, z)\) on a surface \(S\) is given by the function \(T(x, y, z) .\) Physics tells us heat flows from hot to cold and that the greater the temperature difference, the greater the flow. Explain why these facts would lead you to conclude that the maximum heat flow occurs in the direction \(-\nabla T\) and, by Fourier's Law of Heat Flow, that the maximum heat flow is proportional to \(\|\nabla T\|\)

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