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Let \(f(x)=x^{2} .\) Decide if the following statements are true or false. Explain your answer. \(f\) does not have a global minimum on any interval \((a, b)\)

Short Answer

Expert verified
True, \(f(x) = x^2\) does not have a global minimum on any open interval \((a, b)\).

Step by step solution

01

Identify the Function

We begin by identifying the function given in the exercise: \( f(x) = x^2 \). This is a quadratic function, specifically, a parabola that opens upwards.
02

Determine the Behavior of the Function on Interval \((a, b)\)

The domain interval specified \((a, b)\) means we are looking at all values \(x\) between \(a\) and \(b\), but not including \(a\) and \(b\) themselves. Since \(f(x) = x^2\) is continuous and smooth without any endpoints in the interval \((a, b)\), it resembles the standard quadratic curve between these two points.
03

Consider the Global Minimum of a Quadratic Function

In an open interval \((a, b)\), there is no absolute minimum because the smallest point is not included in the interval. For \(f(x) = x^2\), the lowest value occurs at \(x = 0\), but in any interval excluding 0, \(x^2\) will continue to be greater than the theoretical minimum.
04

Evaluate the Statement

Since any open interval \((a, b)\) does not include endpoints, \(f(x) = x^2\) will approach but never actually reach the minimum value of 0, hence it does not achieve a global minimum. Therefore, the statement "\(f\) does not have a global minimum on any interval \((a, b)\)" is TRUE.

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Key Concepts

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

Quadratic Function
The concept of a quadratic function is quite foundational in mathematics. A quadratic function is a polynomial function of degree 2, typically expressed in the form \( f(x) = ax^2 + bx + c \). In the case of the exercise, the function is \( f(x) = x^2 \), where \( a = 1 \), and both \( b \) and \( c \) are 0. This represents the simplest form of a quadratic equation. When graphed, this function produces a symmetrical curve known as a parabola. Quadratic functions can be used to model various natural phenomena where the rate of change itself is changing, like the motion of projectiles or the growth of certain populations.
Open Interval
An open interval in mathematics refers to a range of numbers between two endpoints, but without including the endpoints themselves. It is denoted as \((a, b)\), meaning all real numbers \( x \) are allowed, where \( a < x < b \). This is important in the context of the exercise because in any open interval, regardless of where it is on the parabola, the exact endpoints are not counted. Hence, when searching for a global minimum in an open interval, it can be challenging for continuous graphs like quadratics, as the minimum could be at a point not included in the interval.
Continuity
Continuity is a crucial characteristic of many functions in calculus and real analysis, signifying that the function has no breaks, jumps, or gaps. Specifically, \( f(x) = x^2 \) is a continuous function, meaning that there are no abrupt changes in value. For any given small change in \( x \), there will be a correspondingly small change in \( f(x) \). This property makes it feasible to evaluate behaviors such as limits and minima effectively. In the exercise context, the continuity of \( f(x) = x^2 \) ensures that, within any open interval \((a, b)\), the function will smoothly transition without hitting a specific endpoint value, which further supports the statement about lacking a global minimum.
Parabola Behavior
Understanding parabola behavior helps when analyzing quadratic functions like \( f(x) = x^2 \). Parabolas have a distinct U-shape, and for the function in question, they open upwards. The critical point of a parabola is the vertex, which for \( f(x) = x^2 \), occurs at \( x = 0 \). This is where the minimum value occurs in a closed set. But when considering an open interval \((a, b)\), the parabolic curve approaches, yet never actually achieves, the minimum because \( x = 0 \) might be outside the interval. Consequently, as \( x \) gets closer to 0, the values of the function can get arbitrarily small but never actually reach the minimum in an open interval. This unique behavior is what makes it challenging to identify a global minimum in such contexts.

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