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Sound integral enclosure from certified adaptive Simpson
Statement
Assume the input hypotheses and the two sound enclosure-oracle contracts in
Certified adaptive Simpson from derivative enclosures. Whenever the algorithm returns certified
or inconclusive with a finite enclosure , the exact Riemann
integral belongs to . Its reported center
and half-width satisfy . A certified
status additionally means . The algorithm terminates after at
most recursive panel calls. If an oracle reports failure or returns a
malformed or non-finite interval, or an interval operation is non-finite, the
algorithm returns failure and asserts no finite enclosure. An inconclusive result
does not assert that the requested tolerance was met.
Facts & Assumptions
Given: A finite dyadic interval , , a function, and validated point-value and fourth-derivative interval enclosures on every queried point and panel.
The point-value routine returns a finite interval containing at each queried node, and the fourth-derivative routine returns a finite interval containing on each queried panel.
Composite Simpson rule on an even uniform grid: for the exact panel value is .
Composite Simpson error bound for a four-times continuously differentiable function: for and an even grid with step , the exact error is at most .
Outward-rounded operations are inclusion-isotone and enclose DAG evaluations: finite outward-rounded interval operations enclose the exact values of every operation node in a finite arithmetic expression DAG; a non-finite status makes no finite claim.
Outward-rounded interval, rectangle and ball operations and Real intervals, complex rectangles and ball enclosures: finite interval operations use outward-rounded endpoint formulas, and finite intervals have ordered endpoints.
Dyadic floating-point format and directed rounding: is the least representable number greater than or equal to a finite when it is within range; overflow is reported otherwise.
Higher derivatives and the classes and : means derivatives through order four are continuous on the closed interval.
For : is integrable on if and only if it is integrable on and on , and then ; with the oriented form for arbitrary : if is integrable on and , then ; iterating this identity gives additivity over finite adjacent partitions.
Certified adaptive Simpson from derivative enclosures: a panel is split only when its radius exceeds the local tolerance and both depth and panel-call budget allow it; child tolerances are halved, and child enclosures are outward-added.
Heine-Borel by bisection: every closed bounded interval is compact: every closed bounded interval is compact.
Extreme value theorem: a continuous real function on a nonempty compact subset of attains a greatest and a least value: a continuous real function on a nonempty compact set attains its maximum.
The reverse triangle inequality: for reals , .
Proof
Fix a recursive panel of length with finite oracle results. By [A1], the exact values belong to their returned intervals. The interval in [F4] contains , and is an exact positive divisor. Thus the expression DAG for in the algorithm contains the exact expression of [F1]; by [F3]–[F4], contains the exact Simpson value .
By [A1], every value of on lies between and ; ordered endpoints [F4] imply its absolute value is at most . This is nonnegative. By [F6], the restriction of to is and is continuous. For any , [F11] gives . Fix and let . Continuity of at supplies such that and imply . Then [F11] gives , so is continuous at . Since was arbitrary, is continuous on . By [F9], is compact, and [F10] gives . Since every by [A1] and [F4], . Applying [F2] with and step gives . The directed upward rounding in the algorithm makes by [F5]. Thus the exact panel integral belongs to . Outward interval addition and [F3] show that it belongs to .
For or , [F8] forbids a split, so after the finite panel calculation the call returns. For , a call either returns without splitting or splits into two adjacent halves with positive budgets and , by [F8]. Strong induction on therefore proves termination; a split tree uses at most calls, so the public call uses at most .
The returned panels form a finite partition of . Each leaf interval contains its exact panel integral by step 1.2; [F7] adds those integrals to . At each internal node the outward interval sum contains the exact sum of its child interval values by [F3] and [F8]. Induction up the finite tree proves .
Since contains , its midpoint and half-width satisfy . By [F8], the algorithm returns certified only after the exact comparison ; otherwise it returns inconclusive. An explicit oracle failure, malformed or non-finite oracle interval, or non-finite interval operation returns no finite enclosure by definition. The truth of the oracle's enclosure contract remains a hypothesis, not a runtime test.
Depends on
- Certified adaptive Simpson from derivative enclosures
- Composite Simpson rule on an even uniform grid
- Higher derivatives and the classes $C^k$ and $C^\infty$
- Composite Simpson error bound for a four-times continuously differentiable function
- Real intervals, complex rectangles and ball enclosures
- Dyadic floating-point format and directed rounding
- Outward-rounded interval, rectangle and ball operations
- Outward-rounded operations are inclusion-isotone and enclose DAG evaluations
- For $a<c<b$: $f$ is integrable on $[a,b]$ if and only if it is integrable on $[a,c]$ and on $[c,b]$, and then $\int_a^b f = \int_a^c f + \int_c^b f$; with the oriented form for arbitrary $a,b,c$
- Heine-Borel by bisection: every closed bounded interval $[a,b]$ is compact
- Extreme value theorem: a continuous real function on a nonempty compact subset of $\mathbb{R}$ attains a greatest and a least value
- The reverse triangle inequality
Used by
Nothing in the library uses this result yet.
Cited to discharge well-definedness by Certified adaptive Simpson from derivative enclosures.
Dependency tree · two levels
61 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- R. B. Kearfott, Interval Computations: Introduction, Uses, and Resources, §§1 and 3.3 (standard reference, not scraped)
- S. M. Rump, Verification methods: Rigorous results using floating-point arithmetic (standard reference, not scraped)
- L. Ridgway Scott, Numerical Analysis, 2nd ed., Chapter 13, §13.2 (standard reference, not scraped)