Math Problem Statement
Solution
The image contains two parts of a linear algebra problem regarding polynomials and their coordinates with respect to a basis. Here's how to break down and solve the problem:
1. Basis for Cubic Polynomials:
The polynomials , , , and are given to form a basis for the vector space of all cubic polynomials. A cubic polynomial has the general form:
Since there are four polynomials, and they are independent, they form a basis for this vector space.
2. Coordinate of with respect to the basis:
The task is to find the coordinate of the polynomial with respect to the given basis. Let this coordinate be denoted as:
where are the scalars that correspond to the basis vectors. We need to solve for these scalars such that:
Expanding both sides:
Step-by-step expansion:
Expand each term:
Summing all terms:
Now, equate coefficients of , , , and from both sides:
- Constant term:
- -term:
- -term:
- -term:
Solving the system of equations:
We now have the system of equations:
From equation (4), we know . Substitute this into equation (2):
From equation (3), . Substitute this into equation (1):
Thus, . Now, using equation (3), , and substituting into equation (1):
This holds true for any , so and .
Conclusion:
The coordinate vector of with respect to the basis is:
Would you like more details or have any questions? Here are some related questions:
- How do you verify if a set of polynomials forms a basis for a given space?
- What is the significance of the dimension of a polynomial vector space?
- Can a polynomial of degree less than 3 be expressed as a linear combination of cubic polynomials?
- How do you find the coordinates of a polynomial in a different basis?
- Why are polynomial spaces important in functional analysis?
Tip: Always check the independence of your basis vectors when working with polynomial spaces to ensure they span the entire space.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Polynomial Basis
Coordinate Systems
Cubic Polynomials
Formulas
General form of a cubic polynomial: p(x) = a_0 + a_1 x + a_2 x^2 + a_3 x^3
Coordinate representation: 1 + x = c_1(1 + x) + c_2(1 + x^2) + c_3(1 - x + x^2) + c_4(x + x^3)
Theorems
Basis for vector spaces
Linear independence and spanning of polynomial spaces
Suitable Grade Level
Undergraduate (College-level Linear Algebra)
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