What Are Linear Combinations in Vector Mathematics?

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Linear combinations in vector mathematics involve expressing a vector as a combination of other vectors multiplied by scalar coefficients. The discussion illustrates how to express vectors w1, w2, and w3 as linear combinations of v1 and v2 by equating their components. For example, w1 can be represented as a1(2, 2) + a2(3, 2), leading to specific values for a1 and a2. The process is repeated for w2 and w3, demonstrating that each vector can be uniquely represented in terms of v1 and v2. Understanding these combinations is crucial for grasping vector spaces and their properties.
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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 hav 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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