Tips For Algebraic Manipulation

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SUMMARY

This discussion focuses on algebraic manipulation, specifically proving that two vectors, {(1,1), (1,2)}, span the Cartesian plane. The method involves expressing an arbitrary vector (a,b) as a linear combination of these vectors, represented as (a,b) = A(1,1) + B(1,2). Participants emphasize the importance of deriving coefficients A and B through systematic approaches, such as setting up equations based on component equality. A practical example is provided, demonstrating how to find A and B for the vector (1,-1).

PREREQUISITES
  • Understanding of vector representation in algebra
  • Familiarity with linear combinations of vectors
  • Basic knowledge of solving linear equations
  • Concept of spanning sets in vector spaces
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  • Practice deriving coefficients for various vectors using linear combinations
  • Study the concept of vector spaces and spanning sets in depth
  • Learn techniques for solving systems of linear equations
  • Explore applications of vector manipulation in higher-dimensional spaces
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Students struggling with algebraic concepts, educators teaching linear algebra, and anyone looking to improve their skills in vector manipulation and algebraic problem-solving.

freshlikeuhh
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I have a really bad math background, so sometimes I struggle with or am just a little slow with some algebraic things, while I can handle more abstract stuff fairly well.

Lately I've been running into certain types of problems in my algebra class which are proving to be time-consuming for me, so I thought I'd express my difficulties and hope someone could offer some advice.

Given two vectors {(1,1), (1,2)}, I have to prove that they span the cartesian plane. So the way this is done is to express an arbitrary vector in the plane in terms of these vectors. Simple enough, but it's proving to take more time than it should for me.

So for this specific example, my professor expressed an arbitrary vector by "picking" the following coefficients:

(x,y) = (2x-y)(1,1) + (y-x)(1,2).

I know he just doesn't pick something that works and I know I shouldn't be expected to get a solution immediately. But how would I approach these type of mechanical problems, to find coefficients that work? It would be helpful to have an approach in mind and some way to achieve it, because whenever I run into these problems, it takes a long time (when I should be moving onto more important concepts).

Thanks in advance.
 
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Say you have a known vector (a,b) you want to express in terms of (1,1) and (1,2):

(a,b) = A(1,1) + B(1,2)

Looking at the components on both sides will give you two equations in the two unknowns A and B which you can solve for A and B.

Try it with an example (a,b) = (1,-1); find the A and B that work.
 

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