MILO / Mathematical Field Notes / Volume 01

Learning to read mathematics.

A formula is an instruction in a compact language. These six short notes slow that language down: name the objects, follow the addresses, work the arithmetic, and only then return to the shorthand.

01—06 / Six short notes

Begin anywhere

For a suggested path, read 001 through 006 in order.

  1. 001

    What Is This Formula Asking Me to Do?

    Read subscripts and sums as directions for a calculation.

    cij = ∑z=13 aizbzj

    Which symbols stay put, and which ones move through a sum?

    Read and try
  2. 002

    Rows, Columns, and Why You Don't Multiply Everything

    Use one row and one column to find a named entry of a product.

    (4, 2, 1) · (1, 3, 2) = 12

    How does one address select exactly one row and one column?

    Read and explore
  3. 003

    One Number Acting on an Entire Matrix

    See how a single scalar changes every entry of a matrix.

    3 × 1234 = 36912

    If we put 3 beside a grid of numbers, which entries does it multiply?

    Read and practice
  4. 004

    The Directions a Transformation Doesn't Turn

    Find directions a square matrix scales without turning.

    Av = λv

    When a matrix moves an arrow, is there a line that the arrow stays on?

    Read and practice
  5. 005

    What Happens When You Run the Machine Again?

    Track one direction through repeated matrix applications.

    v → −v/2 → v/4 → −v/8

    If one application of a matrix reverses an arrow and halves its length, what happens after two, three, or more applications?

    Read and practice
  6. 006

    When a Mathematical System Stops Changing

    Distinguish a fixed state, a cycle, and an approaching state.

    x → f(x) → f(f(x))

    If we keep feeding a rule its own output, what would it mean for the state to stop changing, and how can we tell whether it actually gets there?

    Read and practice

After reading

Test the move, then check the reasoning.

Each note has practice questions with worked answers. The cards collect all 38 prompts for quick recall across the volume.

Open all practice cards

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Guides and answer keys

Each guide is paired with a separate worked answer key. The card deck is laid out for actual-size, long-edge duplex printing.

  1. 001What Is This Formula Asking Me to Do?
  2. 002Rows, Columns, and Why You Don't Multiply Everything
  3. 003One Number Acting on an Entire Matrix
  4. 004The Directions a Transformation Doesn't Turn
  5. 005What Happens When You Run the Machine Again?
  6. 006When a Mathematical System Stops Changing
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