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Linear Algebra

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Section II. <strong>Linear</strong> Geometry of n-Space 33<br />

An object comprised of a magnitude and a direction is a vector (we will use<br />

the same word as in the previous section because we shall show below how to<br />

describe such an object with a column vector). We can draw a vector as having<br />

some length, and pointing somewhere.<br />

There is a subtlety here — these<br />

are equal, even though they start in different places, because they have equal<br />

lengths and equal directions. Again: those vectors are not just alike, they are<br />

equal.<br />

How can things that are in different places be equal? Think of a vector as<br />

representing a displacement (‘vector’ is Latin for “carrier” or “traveler”). These<br />

squares undergo the same displacement, despite that those displacements start<br />

in different places.<br />

Sometimes, to emphasize this property vectors have of not being anchored, they<br />

are referred to as free vectors.<br />

These two, as free vectors, are equal;<br />

we can think of each as a displacement of one over and two up. More generally,<br />

two vectors in the plane are the same if and only if they have the same change<br />

in first components and the same change in second components: the vector<br />

extending from (a1,a2) to(b1,b2) equals the vector from (c1,c2) to(d1,d2) if<br />

and only if b1 − a1 = d1 − c1 and b2 − a2 = d2 − c2.<br />

An expression like ‘the vector that, were it to start at (a1,a2), would stretch<br />

to (b1,b2)’ is awkward. Instead of that terminology, from among all of these<br />

we single out the one starting at the origin as being in canonical (or natural)<br />

position and we describe a vector by stating its endpoint when it is in canonical

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