The ADI error is the rational function, not merely bounded by it
At its defaults it draws the adi error is the rational function, not merely bounded by it. ‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 30-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.756 at k = 2 and 0.746 at k = 10, a spread of 1.0340 while the error itself falls from 0.289 to 3.87·10⁻⁴. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
adi-identity is one function in lib/figures/lowrank.js —
why a gramian can be truncated — a rational function's poles, and the decay they explain. 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.
‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 30-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.756 at k = 2 and 0.746 at k = 10, a spread of 1.0340 while the error itself falls from 0.289 to 3.87·10⁻⁴. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
n: 30
The arguments are the ones Bracketing an error nobody can measure passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.
‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 30-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.756 at k = 2 and 0.746 at k = 10, a spread of 1.0340 while the error itself falls from 0.289 to 3.87·10⁻⁴. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
n: 10
The arguments are the ones Bracketing an error nobody can measure passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.
‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 10-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.732 at k = 2 and 0.703 at k = 9, a spread of 1.0415 while the error itself falls from 0.119 to 1.81·10⁻⁵. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
n: 40
The arguments are the ones Bracketing an error nobody can measure passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.
‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 40-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.766 at k = 2 and 0.752 at k = 10, a spread of 1.0346 while the error itself falls from 0.336 to 7.87·10⁻⁴. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
n: 16
The arguments are the ones Bracketing an error nobody can measure passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.
‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 16-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.759 at k = 2 and 0.748 at k = 10, a spread of 1.0384 while the error itself falls from 0.193 to 5.03·10⁻⁵. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
n: 22
The arguments are the ones Bracketing an error nobody can measure passes. A value nobody placed would be a picture no essay asked for and no claim was ever checked against.
‖P − ZZᵀ‖/‖P‖ after k steps of low-rank ADI on a 22-state model, against max|r|² for the same shifts, with P taken from its closed form rather than from another solve. The two curves are parallel: their ratio is 0.776 at k = 2 and 0.769 at k = 10, a spread of 1.0296 while the error itself falls from 0.248 to 1.61·10⁻⁴. A bound that is a constant factor from its quantity over four orders is an identity with a projection in front of it — the constant is how much of P lies where |r| is largest, which depends on the system and not on k.
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.
8 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.
a Gramian the closed form can be checked against
a grid fine enough to have modes and coarse enough to draw
a system with a known eigenbasis
an actuator and a sensor on the grid
and the ratio is one number, flat in k
LU is for square matrices
matmul shapes agree
the error is at most the squared factor
Against the rule
It draws a decomposition and prints its residual. It calls
adiLowRank,
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.
Bracketing an error nobody can measure
The error of a low-rank Gramian factor is the one quantity a caller cannot compute, because computing it needs the Gramian the factor exists to avoid forming. Two numbers that can be computed sit either side of it — a rational factor known before the run, and a residual known after — and they stay a factor of four apart across a fourfold change of size.
Reduction, and what a model is forWhy a Gramian can be truncated at all
Every method in this field rests on one fact nobody states the reason for — the eigenvalues of a Gramian fall off a cliff. The equation defining it has a rank-one right-hand side and no low-rank structure anywhere — and the answer's decay is a rational approximation problem with a closed-form rate.