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math121b:about_vectors_and_tensors

Exercises about Vectors and Tensors

If you are unfamiliar with the sentence “elements of a set” or “elements of a vector space”, you can take a look at Sets.

Getting Familiar with basis free notation

The whole point of doing abstract vector space, is to show that, we can do linear algebra without using the crutches of 'basis'.

1. Let V=R2V = \R^2. Can you give a basis of linear functions on VV?

2. Suppose V=R2V = \R^2 with standard coordinates (x,y)(x,y) on R2\R^2. We choose a new basis e1=(1,1),e2=(0,2)e_1 = (1,1), e_2=(0,2). Now, we are going to find the dual basis for e1,e2e_1, e_2. These are two elements h1,h2h^1, h^2 in VV^*, or equivalently, we have two functions h1(x,y)h^1(x,y) and h2(x,y)h^2(x,y) on R2\R^2 (these superscripts 1,21,2 are just labels, don't confuse them with power of a function). I will give you a hint of how to find h1(x,y)h^1(x,y). First of all, h1(x,y)h^1(x,y) is a linear function, so it is of the form h1(x,y)=ax+byh^1(x,y) = ax+by for some unknown constants a,ba,b. Then, we recall that the function h1h^1 evaluate on the point e1e_1 equals to 11. Where is e1e_1? Recall e1=(1,1)e_1=(1,1), so we plug in the coordinate e1e_1 as (x,y)(x,y) into h1(x,y)h^1(x,y), and we require h1(1,1)=1h^1(1,1)=1. Similarly, we also require that the function h1h^1's value on e2e_2 equal to 00. This will help you determine h1h^1. Try on your own determine h2h^2. Draw on a piece of paper, the lines of h1(x,y)=1,0,1h^1(x,y)=-1, 0, 1 and h2(x,y)=1,0,1h^2(x,y) = -1,0,1. You should see a skewed a grid.

math121b/about_vectors_and_tensors.txt · Last modified: 2020/02/10 13:25 by pzhou