What Are Linear Combinations in Vector Mathematics?

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SUMMARY

The discussion focuses on the concept of linear combinations in vector mathematics, specifically how to express vectors w1, w2, and w3 as linear combinations of vectors v1 and v2. The example provided demonstrates the process of equating components to find coefficients a1 and a2 for the vectors. The calculations show that w1 can be expressed as w1 = -1v1 + 1v2, while w2 can be expressed as w2 = (3/2)v1 - v2. This illustrates the fundamental principle that any vector can be represented as a combination of other vectors through scalar multiplication.

PREREQUISITES
  • Understanding of vector notation and operations
  • Familiarity with scalar multiplication
  • Basic knowledge of solving linear equations
  • Concept of vector spaces
NEXT STEPS
  • Study the properties of vector spaces and subspaces
  • Learn about the concept of span and its significance in linear algebra
  • Explore the application of linear combinations in solving systems of equations
  • Investigate the role of linear independence in vector mathematics
USEFUL FOR

This discussion is beneficial for students of linear algebra, educators teaching vector mathematics, and anyone looking to deepen their understanding of linear combinations and their applications in various mathematical contexts.

Chadlee88
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Linear combinations?? :S

Hey, could som1 please explain linear combinations. I copied down the lecture notes but I'm not understanding this example :confused: may have typo from the note takin

Example: Show that each of the vectors

w1 = (1, 0), w2= (0, 1) and w3 = (3, 3) are a linear combination of

v1 = (2,2) and v2 = (3,2)

write w1 = a1(2, 2) + a2(3, 2)

Equate components:

1. 2a1+3a2 = 1
2. 2a1+2a2 = 0

1. - 2.

a2 = 1, plug back into 2. a1 = -1

ie. w1 -v1+v2

Similarly w2 = 3v1/2 - v2
& w1 = 3v1/2 + 0v2

Tanx
 
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What it means is that suppose you have two vectors v1 and v2 (as written above) Show that each of w1, w2 and w3 can be written as a1v1 + a2v2, where a1 and a2 are numbers (they will be different values for the solution to w2 than they are for w1).

For example, suppose the vecors v1 and v2 are respectively (1,0) and (0,1). Then the vector w1 = (3, -2) could be written as 3v1 - 2v2 = 3(1,0) -2(0,1) = (3,0) - (0,2) = (3,-2)
 

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