Math Problem Statement
Let u⃗ 1=[3,−3] , u⃗ 2=[0,3] , v⃗ 1=[−1,0] and v⃗ 2=[3,3] , so that B={u⃗ 1,u⃗ 2} and C={v⃗ 1,v⃗ 2} are bases of R2 . Find the transition matrix PCB .
Solution
To find the transition matrix from the basis to the basis , we need to express each vector in in terms of the basis vectors in .
Here are the steps:
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Express in terms of and : Find scalars and such that: This can be written as a system of linear equations.
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Express in terms of and : Find scalars and such that: Similarly, this will lead to another system of linear equations.
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Form the matrix: The matrix will have the form: where are the coefficients for and are the coefficients for .
Let's solve for the coefficients by setting up the systems of equations and solving them.The transition matrix from the basis to the basis is:
This matrix represents how vectors in the basis can be expressed in terms of the basis .
Would you like more details on the process or have any other questions?
Here are 5 related questions you might find helpful:
- How do you find the transition matrix from one basis to another in higher dimensions?
- What is the geometric interpretation of a transition matrix?
- How can you verify that a given matrix is indeed a valid transition matrix?
- What is the inverse of a transition matrix and how is it related to the original bases?
- How can transition matrices be applied in computer graphics transformations?
Tip: The determinant of a transition matrix indicates how the area (or volume in higher dimensions) is scaled when transitioning between bases.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Basis
Transition Matrix
Formulas
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Theorems
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Suitable Grade Level
Advanced Undergraduate