In Exercises 27 - 36, find (if possible) the following matrices: a. AB b. BA 4 2 2 3 4 A = 6 1 B = 3 5 - 1 - 2 0
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7. Systems of Equations & Matrices
Introduction to Matrices
Problem 41
Textbook Question
Find the cubic function f(x) = ax³ + bx² + cx + d for which ƒ( − 1) = 0, ƒ(1) = 2, ƒ(2) = 3, and ƒ(3) = 12.
Verified step by step guidance1
Start by writing the general form of the cubic function: \(f(x) = a x^{3} + b x^{2} + c x + d\), where \(a\), \(b\), \(c\), and \(d\) are constants to be determined.
Use the given values of the function to set up a system of equations by substituting each \(x\) value into the function and equating it to the corresponding \(f(x)\) value:
- For \(f(-1) = 0\): \(a(-1)^{3} + b(-1)^{2} + c(-1) + d = 0\)
- For \(f(1) = 2\): \(a(1)^{3} + b(1)^{2} + c(1) + d = 2\)
- For \(f(2) = 3\): \(a(2)^{3} + b(2)^{2} + c(2) + d = 3\)
- For \(f(3) = 12\): \(a(3)^{3} + b(3)^{2} + c(3) + d = 12\)
Simplify each equation to express them in terms of \(a\), \(b\), \(c\), and \(d\):
- \(-a + b - c + d = 0\)
- \(a + b + c + d = 2\)
- \$8a + 4b + 2c + d = 3$
- \$27a + 9b + 3c + d = 12$
Set up the system of four linear equations with four unknowns:
\(\begin{cases}
-a + b - c + d = 0 \\
a + b + c + d = 2 \\
8a + 4b + 2c + d = 3 \\
27a + 9b + 3c + d = 12
\end{cases}\)
Solve this system using methods such as substitution, elimination, or matrix operations (like Gaussian elimination) to find the values of \(a\), \(b\), \(c\), and \(d\). Once found, substitute these values back into the general form to write the specific cubic function.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Cubic Functions
A cubic function is a polynomial of degree three, generally written as f(x) = ax³ + bx² + cx + d, where a, b, c, and d are constants and a ≠ 0. Understanding its general form helps in setting up equations based on given function values.
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Using Function Values to Form Equations
Given specific values of the function at certain points, you can substitute these x-values into the cubic function to create a system of equations. Each substitution yields an equation involving a, b, c, and d, which can be solved simultaneously.
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Solving Systems of Linear Equations
To find the coefficients a, b, c, and d, you solve the system of linear equations formed by the function values. Techniques include substitution, elimination, or matrix methods, enabling determination of the unique cubic function fitting the given points.
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