Generator

The diagonal of a pivoted R against the singular values, on a 40×40 Kahan matrix at c = 0.5

One function in the rrqr library, called 7 times across 1 essay. Below: what it draws at its defaults, what it draws at every value an essay asks for, the 75 claims it put to the test while drawing them, and where it stands against the rule this site is named for.

At its defaults it draws the diagonal of a pivoted r against the singular values, on a 40×40 kahan matrix at c = 0.5. Two curves down the index. The diagonal of R decays at one constant rate to 0.00366; the singular values follow it and then fall away to 9.07·10⁻¹⁰ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.

rank-diagonal is one function in lib/figures/rrqr.js — the cheap rank — a greedy pivot rule, and the matrix it has nothing to choose on. Everything below came out of it during this build, at arguments taken from the essays rather than invented for this page. A figure here is the figure a reader meets in an essay, and if the generator changes, this page changes with it.

At its defaults

Drawn even though every essay passes arguments — which on this site is every essay, at 100% of placements since the standard pass. A default nothing exercises is a trap for the next essay to call this with none, and this is the page where a default that has drifted from the figures around it becomes visible.

The diagonal of a pivoted R against the singular values, on a 40×40 Kahan matrix at c = 0.5Two curves down the index. The diagonal of R decays at one constant rate to 0.00366; the singular values follow it and then fall away to 9.07·10⁻¹⁰ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.1611162126313610⁻¹⁰10⁻⁸10⁻⁶10⁻⁴10⁻²110²indexmagnitude|rₖₖ|σₖone factorisation, two verdicts‖AP − QR‖/‖A‖10⁻¹⁶|rₙₙ|0.0037σₘᵢₙ9.1·10⁻¹⁰column interchanges0|rₙₙ| is never below σₘᵢₙso the cheap verdict errs one way only

Two curves down the index. The diagonal of R decays at one constant rate to 0.00366; the singular values follow it and then fall away to 9.07·10⁻¹⁰ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.

planted: 12

The arguments are the ones A good curve and a bad verdict passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

The diagonal of a pivoted R against the singular values, on a matrix of planted rank 12Two curves down the index, lying on top of each other. Both fall by more than five orders of magnitude between index 12 and index 13, so both report rank 12 at any threshold placed in the gap.1611162126313610⁻¹³10⁻¹¹10⁻⁹10⁻⁷10⁻⁵10⁻³10⁻¹10¹indexmagnitude|rₖₖ|σₖone factorisation, two verdicts‖AP − QR‖/‖A‖10⁻¹⁵|rₙₙ|1.1·10⁻¹²σₘᵢₙ10·10⁻¹³column interchanges33|rₙₙ| is never below σₘᵢₙso the cheap verdict errs one way only

Two curves down the index, lying on top of each other. Both fall by more than five orders of magnitude between index 12 and index 13, so both report rank 12 at any threshold placed in the gap.

planted: 4

The arguments are the ones A good curve and a bad verdict passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

The diagonal of a pivoted R against the singular values, on a matrix of planted rank 4Two curves down the index, lying on top of each other. Both fall by more than five orders of magnitude between index 4 and index 5, so both report rank 4 at any threshold placed in the gap.1611162126313610⁻¹³10⁻¹¹10⁻⁹10⁻⁷10⁻⁵10⁻³10⁻¹10¹indexmagnitude|rₖₖ|σₖone factorisation, two verdicts‖AP − QR‖/‖A‖1.1·10⁻¹⁵|rₙₙ|10⁻¹²σₘᵢₙ10·10⁻¹³column interchanges37|rₙₙ| is never below σₘᵢₙso the cheap verdict errs one way only

Two curves down the index, lying on top of each other. Both fall by more than five orders of magnitude between index 4 and index 5, so both report rank 4 at any threshold placed in the gap.

planted: 24

The arguments are the ones A good curve and a bad verdict passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

The diagonal of a pivoted R against the singular values, on a matrix of planted rank 24Two curves down the index, lying on top of each other. Both fall by more than five orders of magnitude between index 24 and index 25, so both report rank 24 at any threshold placed in the gap.1611162126313610⁻¹³10⁻¹¹10⁻⁹10⁻⁷10⁻⁵10⁻³10⁻¹10¹indexmagnitude|rₖₖ|σₖone factorisation, two verdicts‖AP − QR‖/‖A‖10⁻¹⁵|rₙₙ|1.3·10⁻¹²σₘᵢₙ10·10⁻¹³column interchanges35|rₙₙ| is never below σₘᵢₙso the cheap verdict errs one way only

Two curves down the index, lying on top of each other. Both fall by more than five orders of magnitude between index 24 and index 25, so both report rank 24 at any threshold placed in the gap.

planted: 0

The arguments are the ones A good curve and a bad verdict passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

The diagonal of a pivoted R against the singular values, on a 40×40 Kahan matrix at c = 0.5Two curves down the index. The diagonal of R decays at one constant rate to 0.00366; the singular values follow it and then fall away to 9.07·10⁻¹⁰ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.1611162126313610⁻¹⁰10⁻⁸10⁻⁶10⁻⁴10⁻²110²indexmagnitude|rₖₖ|σₖone factorisation, two verdicts‖AP − QR‖/‖A‖10⁻¹⁶|rₙₙ|0.0037σₘᵢₙ9.1·10⁻¹⁰column interchanges0|rₙₙ| is never below σₘᵢₙso the cheap verdict errs one way only

Two curves down the index. The diagonal of R decays at one constant rate to 0.00366; the singular values follow it and then fall away to 9.07·10⁻¹⁰ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.

planted: 0, n: 40, c: 0.2

The arguments are the ones A good curve and a bad verdict passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.

The diagonal of a pivoted R against the singular values, on a 40×40 Kahan matrix at c = 0.2Two curves down the index. The diagonal of R decays at one constant rate to 0.451; the singular values follow it and then fall away to 7.05·10⁻⁴ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.1611162126313610⁻⁴10⁻³10⁻²10⁻¹110¹indexmagnitude|rₖₖ|σₖone factorisation, two verdicts‖AP − QR‖/‖A‖1.4·10⁻¹⁶|rₙₙ|0.45σₘᵢₙ7.1·10⁻⁴column interchanges0|rₙₙ| is never below σₘᵢₙso the cheap verdict errs one way only

Two curves down the index. The diagonal of R decays at one constant rate to 0.451; the singular values follow it and then fall away to 7.05·10⁻⁴ at the last one. Column pivoting made no interchange at all, because every trailing column norm is equal at every step — the rule had nothing to choose between.

What it checked while drawing

Every figure above checked its own claims on the way to being drawn, and a claim that failed would have stopped the picture rather than shipped a wrong one. Those checks used to leave no trace at all: a passing one returned true and the only evidence the figure had checked anything was that nothing crashed. The list below is what they actually said, collected by running this generator with an observer installed — not a description of what it is believed to check.

75 distinct claims across 6 sets of arguments, grouped below by shape — because most of them are one sentence with a different number in it, and how many separate times that sentence was put to the test is the informative part.

the diagonal entry at 1 is a magnitude — checked 60 times

a column-norm rule this file defines

a Kahan parameter strictly inside (0, 1)

a planted rank inside the matrix, or none

a size the decay has room in

a size the SVD can afford

and |rₙₙ| is at least σₘᵢₙ, which holds for every triangular factor

and the diagonal reports the planted rank

and the two disagree about σₘᵢₙ by orders of magnitude

as do the singular values

column pivoting interchanges on a matrix with a planted gap

column pivoting makes no interchange on Kahan's matrix

matmul shapes agree

the factorisation reconstructs

through a gap in the diagonal that is visible

with the diagonal decaying at one constant rate and no gap in it

Against the rule

It draws a decomposition and prints its residual. It calls svd, qrColumnPivoted, and every figure above carries the badge — which residualcheck verifies by looking for it in the emitted SVG rather than by finding the call that builds one. A badge that is constructed and then left out of the body is the failure that check exists for.

Across the library: the rule bites on 217 of 397 generators — 199 print a residual and 18 are exempt with a published reason; 180 factorise nothing. Read from lib/residual-rule.js, which is the same body the gate enforces from, and the gate's last check fails the build if this page and it disagree about any generator.

Where it is called

Changing this generator changes every figure on this list. That is what makes the list worth publishing rather than keeping in a check script.

The whole library · All essays · What must fail