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Under what conditions would the well-known quadratic formula $$ \text { Roots }=\frac{-b \pm \sqrt{b^{2}-4 a c}}{2 a} $$ not be effectively computable? (Assume that you are working with real numbers.)

Short Answer

Expert verified
The formula is not computable if \(b^2 - 4ac < 0\) or \(a = 0\).

Step by step solution

01

Understand the Discriminant

In the quadratic formula, the discriminant is the expression under the square root: \(b^2 - 4ac\). The discriminant determines the nature of the roots of the quadratic equation. If the discriminant is negative, the roots are not real numbers.
02

Analyze Conditions for Real Roots

For the roots to be real, the discriminant must be non-negative, meaning \(b^2 - 4ac \geq 0\). This is because the square root of a negative number is not defined in the real number system.
03

Explore Issues with Division by Zero

The quadratic formula also involves division by \(2a\). If \(a = 0\), the expression \(2a\) becomes zero, leading to division by zero, which is undefined. Therefore, \(a\) must be non-zero for the formula to be computable.
04

Summary of Non-Computable Conditions

The quadratic formula is not effectively computable when the discriminant is negative (\(b^2 - 4ac < 0\)) or when \(a = 0\). In either case, the formula cannot provide a valid solution within the real number system.

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Key Concepts

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

Discriminant
The discriminant is a crucial element in understanding the nature of roots for a quadratic equation. In the quadratic formula \( \text{Roots} = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \), the discriminant is represented by the expression \( b^2 - 4ac \) found under the square root sign. This element tells us a lot about the potential roots:
  • If \( b^2 - 4ac > 0 \), then the equation has two distinct real roots.
  • If \( b^2 - 4ac = 0 \), we have exactly one real root, meaning the roots are equal.
  • If \( b^2 - 4ac < 0 \), the equation has no real roots, making them complex. This is crucial as it fixes the conditions under which the equation is non-computable in the realm of real numbers.
So, the discriminant indicates whether the solutions can actually exist within the real number system, highlighting its importance in determining root realness.
Real Roots
To determine if a quadratic equation has real roots, the discriminant must be non-negative. As mentioned earlier, the discriminant is \( b^2 - 4ac \). For real roots to exist in a quadratic equation, this value must meet the condition \( b^2 - 4ac \geq 0 \). This ensures that the square root operation in the formula works smoothly without intruding into the realm of imaginary numbers.
When the discriminant is positive, the result is two distinct real numbers, meaning the parabola intersects the x-axis at two points. When it equals zero, the result is a single real number, indicating the parabola touches the x-axis only once. Thus, the concept of real roots is essentially tied to the sign of the discriminant. This understanding helps in knowing whether the quadratic solutions can be appropriately plotted and understood within the scope of real arithmetic.
Division by Zero
Division by zero is a mathematical operation that is undefined and can cause problems in calculations. Within the quadratic formula \( \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \), there is a potential for division by zero if \( a = 0 \). This would make the term \( 2a \) equal to zero, rendering the division impossible.
It's important to understand that when \( a = 0 \), the equation ceases to be quadratic. Instead, it becomes linear, which significantly alters the manner in which roots are calculated. Hence, for the quadratic formula to remain valid, \( a \) should never equal zero. This small but crucial condition ensures that the formula remains effective and computable, avoiding the undefined nature of dividing by zero, which would otherwise disrupt the process of finding roots.
Computability
Computability in the context of the quadratic formula refers to whether you can find real and meaningful solutions using this method. Several factors can affect this:
  • If the discriminant is negative, the roots are non-real, moving into the domain of complex numbers and thus out of reach for those seeking real solutions.
  • If \( a = 0 \), the formula leads to division by zero, an operation that is undefined in mathematics.
Both these conditions render the quadratic formula ineffective in providing real results. Ensuring that the discriminant is non-negative and that \( a eq 0 \) are the necessary checks to keep the formula computable within the real number system. By understanding these conditions, you avoid errors and pitfalls, thus securing the integrity of your calculations.

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Most popular questions from this chapter

The following is Euclid's 2,300-year-old algorithm for finding the greatest common divisor of two positive integers \(/\) and \(J\). Step Operation 1 Get two positive integers as input; call the larger value / and the smaller value J 2 Divide \(I\) by \(J\), and call the remainder \(R\) 3 If \(R\) is not 0 , then reset \(/\) to the value of \(J\), reset \(J\) to the value of \(R\), and go back to Step 2 4 Print out the answer, which is the value of \(J\) 5 Stop a. Go through this algorithm using the input values 20 and 32 . After each step of the algorithm is completed, give the values of \(I\), \(J\), and \(R\). Determine the final output of the algorithm. b. Does the algorithm work correctly when the two inputs are 0 and 32 ? Describe exactly what happens, and modify the algorithm so that it gives an appropriate error message.

A concept related, but not identical, to an algorithm is the idea of a heuristic. Read about heuristics and identify differences between the two. Describe a heuristic for obtaining an approximate answer to the sum of two threedigit numbers and show how this "addition heuristic" differs from the addition algorithm of Figure 1.2.

One way to do multiplication is by repeated addition. For example, \(47 \times 25\) can be evaluated as \(47+47+47+\ldots+47\) (25 times). Sketch out an algorithm for multiplying two positive numbers \(a\) and \(b\) using this technique.

A salesperson wants to visit 25 cities while minimizing the total number of miles she must drive. Because she has studied computer science, she decides to design an algorithm to determine the optimal order in which to visit the cities to (1) keep her driving distance to a minimum, and (2) visit each city exactly once. The algorithm that she has devised is the following: The computer first lists all possible ways to visit the 25 cities and then, for each one, determines the total mileage associated with that particular ordering. (Assume that the computer has access to data that gives the distances between all cities.) After determining the total mileage for each possible trip, the computer searches for the ordering with the minimum mileage and prints out the list of cities on that optimal route, that is, the order in which the salesperson should visit her destinations. If a computer could analyze \(10,000,000\) separate paths per second, how long would it take to determine the optimal route for visiting these 25 cities? On the basis of your answer, do you think this is a feasible algorithm? If it is not, can you think of a way to obtain a reasonable solution to this problem?

Identify which type of algorithmic operation each one of the following steps belongs to: a. Get a value for \(x\) from the user. b. Test to determine if \(x\) is positive. If not, tell the user that he or she has made a mistake. c. Take the cube root of \(x\). d. Do Steps 1.1, 1.2, and 1.3 x times.

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