Paper VII visual guide · Visual 25 of 40 · AN EXACT ERROR ENCLOSURE, NOT A FITTED SLOPE

Refine the grid while holding the mode fixed

Traditional edition: Theorem II.11.4.

Start reading

Resources & source

Original plate in the monograph PDF · Original atlas source

Skip contents and start reading

For the circle symbol, the continuum value is \(k^2\) and the grid value is

\[ \lambda_{k,h}=\frac4{h^2}\sin^2\!\left(\frac{kh}{2}\right),\qquad h\ne0. \]

For a fixed low mode, the paper bounds the error by \(0\le k^2-\lambda_{k,h}\le k^4h^2/12\). The spacing condition matters because the displayed expression divides by \(h^2\).

Three grid spacings compare dispersion errors with bounds.
Original drawing. Read the description below; expand the labels and data for selectable text.

Reading the drawing

Each column gives a spacing, its displayed approximate error, and an exact bound. The bottom note compares successive error ratios. The retained plate explains the exact enclosure behind the displayed approximations.

Drawing labels and data 16 labels

Read the original labels as selectable text. Tables preserve grid relationships; other short labels are grouped compactly.

\(h=\frac{1}{4}\)

  • error (approx.)
  • \(\simeq 0.005197495\)
  • bound \(h^2/12\)

\(\frac{1}{192}\)

\(h=\frac{1}{8}\)

  • error (approx.)
  • \(\simeq 0.001301405\)
  • bound \(h^2/12\)

\(\frac{1}{768}\)

\(h=\frac{1}{16}\)

  • error (approx.)
  • \(\simeq 0.000325478\)
  • bound \(h^2/12\)

\(\frac{1}{3072}\)

Successive error ratios lie strictly between \(3.99\) and \(4\).

Open the full-size drawing

What is certified in the displayed table?

Take \(k=1\) and \(h=1/4,1/8,1/16\). For \(x=h/2\in[0,1]\), alternating Taylor sums give rational lower and upper bounds for \(\sin x\). Squaring these positive endpoints and multiplying by \(4/h^2\) yields exact rational enclosures for each error. The displayed decimals only locate those much narrower rational intervals.

Each interval lies strictly inside \((0,h^2/12)\). Dividing successive interval endpoints proves that both error ratios are between \(3.99\) and \(4\). The check verifies these inequalities by rational arithmetic, without relying on approximate sine values or a fitted logarithmic slope.

Why the mode regime matters

If instead \(k=\pi/h\) moves with the grid, the ratio \(\lambda_{k,h}/k^2=4/\pi^2\) stays constant, not one. The bound's factor \(k^4\) warns that it is not uniform in arbitrary moving high modes. The displayed rational test evaluates the analytic symbol. It does not assert that every chosen spacing defines an integer periodic grid.

Read this as

Second-order convergence is a quantified statement with a specified mode regime. Keep that regime fixed when reading an error curve or comparing refinements.

Source and conversion record

The original atlas wording, equations, and drawing labels are retained. Drawings are views of the frozen monograph PDF. Text descriptions and table headings are added reading aids. This conversion does not rebuild TeX, rerun the examples, audit proofs or compile Lean.

Conversion checks and source hashes

Notation in Paper VII

Look up a symbol without leaving this chapter. Select text before opening help to search for it.

Search this work’s notation.

    Symbols can have different meanings in different passages. Read each result in its own context.

    Open the full notation index