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Section Daily Prep 4

Today we will discuss finite fields and review linear algebra concepts needed for the remainder of the course. Most of linear algebra works the same over finite fields as over the real numbers, but there are some important differences to keep in mind.

Subsection Learning Objectives

Subsubsection Basic Learning Objectives

Before our class meeting, you should use the resources below to be able to learn the following. You should be reasonably fluent with these; we’ll answer some questions on them in class but not reteach them in detail.
  • State the definition and give examples of finite fields and vector spaces over finite fields.
  • Perform arithmetic computations in finite fields of prime order \(\Z_p, \F_p, \GF(p)\)
  • Test whether a subset of a \(\F_p^n\) is a subspace over \(\F_p\text{.}\)

Subsubsection Advanced Learning Objectives

During our class meeting, we will work on learning the following. Fluency with these is not expected or required before class.
  • State the definition and give examples of span, linear independence, basis, dimension, rank, row space, null space, generator matrix, parity-check matrix.
  • Given a description of a subspace \(S\) of \(\F_p^n\text{,}\) find a basis for \(S\) and write down a generator matrix for \(S\text{.}\)
  • Given a description of a subspace \(S\) of \(\F_p^n\text{,}\) find a parity-check matrix for \(S\text{.}\)
  • Count the number of subspaces of a given dimension in \(\F_p^n\text{,}\) the number of vectors in a given subspace, and the number of bases for a given subspace.

Subsection Resources for Learning

Use these resources to prepare for class and answer the questions below.

Exercises Exercises

3.

In \(\GF(7)\text{,}\) the field with elements \(\{0,1,2,3,4,5,6\}\) and operations of addition and multiplication modulo 7, what is the result of computing \(2+6\text{?}\)

4.

In \(\GF(7)\text{,}\) the field with elements \(\{0,1,2,3,4,5,6\}\) and operations of addition and multiplication modulo 7, which element is \(-4\text{,}\) i.e. the element which gives \(0\) when added to \(4\text{?}\)

5.

In \(\GF(7)\text{,}\) the field with elements \(\{0,1,2,3,4,5,6\}\) and operations of addition and multiplication modulo 7, which element is \(4^{-1}\text{,}\) i.e. the element which gives \(1\) when multiplied by \(4\text{?}\)

6.

In your own words, how can you check if a subset of \(\F_p^n\) is a subspace?