Matrix of a linear transformation for an integral?

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SUMMARY

The discussion centers on finding the matrix A of the linear transformation T(f(t)) = ∫ from 3 to -9 of f(t) dt, as part of a linear algebra homework problem from the book by Brescher. The transformation involves understanding integrals as linear transformations and the representation of these transformations using matrices. Key concepts include applying the transformation to the ordered basis for P_3 and R, and expressing the results as linear combinations to form the matrix. The participant ultimately discovered relevant material two chapters ahead in the textbook.

PREREQUISITES
  • Understanding of linear transformations and their properties
  • Familiarity with integral calculus and definite integrals
  • Knowledge of vector spaces, specifically P_3 and R
  • Ability to express linear combinations and matrix representations
NEXT STEPS
  • Study the concept of linear transformations in depth, focusing on integral transformations
  • Learn how to derive matrices from linear transformations using ordered bases
  • Review the properties of vector spaces and subspaces in linear algebra
  • Explore examples of linear transformations and their matrix representations in various contexts
USEFUL FOR

Students in linear algebra courses, educators teaching linear transformations, and anyone seeking to understand the relationship between integrals and linear transformations in mathematical contexts.

marathon
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i am having trouble with some homework problems in my linear algebra course... the book is brescher and the teacher is sort of a rambling nutcase whose presentation of material is anything but 'linear', and very difficult for me to follow. similarly the book contains problems that i can't seem to suss out based on the chapter. this is for the homework for a section on 'introduction to linear spaces' which mostly gave examples of 'how to tell if this is a subspace of this'...

the problem is: find the matrix A (a vector with four components) of the linear transformation T(f(t)) = the definite integral of f(t) from 3 to -9 with respect to the standard bases for P_3 and R. there is nothing in the chapter about integrals as matrices, and what does it mean to have two bases at once...?? thanks
 
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Is there anything in your book about itegrals as linear transformations? Or about writing a general linear transformation as a matrix? Those are what you need here.

An integral is a linear transformation: \int af(x)+ bg(x)dx= a\int f(x)dx+ b\int g(x)dx.

To write a linear transformation from vector space U to vector space V, given ordered bases for each, do the following. Apply the linear transformation to the first vector in the ordered basis for U. That will be in V so can be written as a linear combination of the ordered basis for V. The coefficients of that linear combination will be the first column in the matrix. Do the same with the second vector in the ordered basis for U to get the second column, etc.
 
marathon said:
the problem is: find the matrix A (a vector with four components) of the linear transformation T(f(t)) = the definite integral of f(t) from 3 to -9 with respect to the standard bases for P_3 and R. there is nothing in the chapter about integrals as matrices, and what does it mean to have two bases at once...?? thanks
The relationship between linear operators and matrices is explained e.g. in post #3 in this thread. (Ignore the quote and the stuff below it).
 
oh i see; yeah i finally found the appropriate section - two chapters ahead..! thanks.
 
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