Math Problem Statement
Solution
Let's break down the problem step by step.
Part 1:
You are given a basis for the vector space of all cubic polynomials:
This means that any cubic polynomial can be written as a linear combination of these four polynomials.
Part 2:
You are asked to find the coordinate of with respect to this basis. That is, you need to express as a linear combination of the given basis vectors: Where are scalars (coordinates) to be determined.
Step-by-Step Process:
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Express the equation: We already have the polynomial on the left-hand side, . Now, we expand the right-hand side: Expanding each term:
Adding these together:
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Match the coefficients: Now, match the coefficients of , , , and from both sides:
- Constant term:
- Coefficient of :
- Coefficient of :
- Coefficient of :
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Solve the system: From the equation , we substitute into the other equations:
- , so the equation for is already satisfied.
- From , we get .
- Substituting into the equation , we get:
- Now substitute into , which simplifies to:
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Find the remaining coefficients:
- We now know . Substituting this into , we find .
- Since , we get .
- Finally, we already know .
Conclusion:
The coordinates of with respect to the given basis are:
Would you like further details on any of these steps?
Five Related Questions:
- What does it mean for a set of polynomials to form a basis for a vector space?
- How would you find the coordinate vector of a higher-degree polynomial with respect to a basis?
- Can you always express any polynomial as a linear combination of basis polynomials?
- What is the dimension of the vector space of cubic polynomials?
- How does the concept of polynomial vector spaces extend to multivariable polynomials?
Tip:
When finding coordinates with respect to a basis, ensure the system of equations you form from comparing coefficients is consistent and reflects each power of .
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Polynomial Basis
Vector Spaces
Formulas
Linear combination of basis vectors
Theorems
Basis of a Vector Space
Coordinate Vectors
Suitable Grade Level
Undergraduate level (Linear Algebra)
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