calculation
Let an agent perform and explain calculations, choose appropriate methods and precision, check results, and describe calculation history and tools.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify
Researched by: Claude
Purpose and description
Let an agent perform and explain calculations, choose appropriate methods and precision, check results, and describe calculation history and tools.
A deliberate process of determining a result from given data by arithmetic, algebraic or algorithmic steps, performed mentally, on paper, with instruments or by computers, from back-of-the-envelope estimates and written calculation to precomputation, cryptographic processing and numerical methods; calculation is distinct from measurement and from guessing and is governed by rules of precision and error.
What it is for: Determining results by rule-governed steps.
It can be perform and explain calculations; choose methods and precision; check and verify results; describe tools and history.
Distinguishing features
Rule-governed
Data to result
Precision-aware
Manual or machine
What it looks like
Not physical; steps and results, on paper or in machines.
How it is recognised
Rule-governed steps to a result
From estimate to exact
Measurement observes rather than computes
Related models
is a kind of - category
is related to - fixed inputs
is related to - large number handling
is related to - an example of applied calculation
In practice
Families and kinds
mental and estimation calculation
written calculation
instrument and calculator use
computer and numerical calculation
precomputation and cryptographic processing
Standards and regulation
Rounding and significant figure conventions
Floating point standards such as IEEE 754
Verification practices in engineering
Failure modes and hazards
Arithmetic and rounding errors
Floating point pitfalls such as flush to zero
Garbage in, garbage out
Also called
+18
Where this came from
wikidata · CC0 1.0
Also registered as vr.tr.calculation
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 4 bundles · 8 layers · 8 findings · 16 questions.
Do Performing a calculation.
Method.
Method
Choosing a method.
Method
Method.
- Which method suits this calculation, from estimate to exact, and what precision is needed? action
- How should the steps be laid out? action
Check
Checking results.
Check
Checking.
- How can the result be checked by estimation, inverse operations or independent methods? action
- What error bounds apply? measurement
Estimate Quick calculation.
Approximation.
Envelope
Back-of-the-envelope.
Envelope
Estimation.
- How can a back-of-the-envelope estimate be made for this question, and how reliable is it? action
- Which approximations are acceptable? boundary
Mental
Mental arithmetic.
Mental
Mental arithmetic.
- Which mental arithmetic techniques help here? action
- How can they be practised? action
Machine Computer calculation.
Numerics.
Floating
Floating point.
Floating
Floating point.
- How do floating point representation, rounding and flush-to-zero affect this calculation? definition
- How can numerical error be controlled? action
Precompute
Precomputation and crypto.
Precompute
Precomputation.
- What are precomputation and cryptographic data processing, and when are they used? definition
- Which entry fits a specific algorithm? action
Learn History and teaching.
Context.
History
History of calculation.
History
History.
- How did calculation develop, from counting boards and written algorithms to calculators and computers? provenance
- What was casting lots as a decision method? provenance
Teach
Teaching.
Teach
Teaching.
- How can calculation skills and estimation be taught? action
- Which misconceptions arise? provenance
What the second pass must settle
- Should numerical analysis be a separate entry?
- How should calculator tools be linked?
- How should error conventions be linked?