Abstract
This section establishes the primitive objects, stable evaluation rules, and symbols that extend classical arithmetic into the symbolic domain—rigorous, conservative under collapse, and expansive where alignment matters. ASCII-only math throughout.
🎯 What this section establishes (at a glance)
- Rapidity & weights — how alignment is expressed on a stable axis and scaled consistently.
- Primitive objects — definition of symbolic numerals and conventions.
- Equality & ordering — how to compare values in size and stability.
- Core operations — addition, subtraction, multiplication, division, identities.
- Collapse principle — how symbolic arithmetic reduces to classical results.
- Special sets — the zero class and the Zearo subset.
- Edge & infinity behavior — clamps, limits at
a = ±1,|m| = ∞. - Advanced structures — norms/distances, algebraic systems, vectors/matrices, calculus, geometry/topology, probability/information, PDE touchpoints, thermodynamic energy/entropy, plus pointers to quantum/relativity extensions.
🧱 Normative defaults (used throughout)
These are the active defaults this section relies on. (They reference, but do not repeat, Preface details.)
- Addition: associative rapidity accumulator (the
U, Wscheme) is normative for all n-ary sums; the binary ⊕ is defined via this streaming rule. - Multiplication / Division: M2 (rapidity-additive) is the default; M1 (direct a-product) is a documented alternative with trade-offs.
- Weights:
w(m) = |m|^gammawithgamma = 1unless an application declares otherwise. - Zero-class: canonical representative
(0, +1)unless an application declares averaging explicitly. - Operators:
oplus, otimes, odivrefer to these defaults in text and code. - Ordering functional:
S_beta(defined later) is the default comparison aid; tie-breaks and sign handling are specified where ordering appears. - Alignment mappings (declare one unless stated otherwise):
a = tanh( c * (A_t - Z_t) ) # use c = 1.0 unless stated otherwise a = 2*SyZ_t - 1 # SyZ_t normalized to [0,1] unless stated otherwise
🛡️ Numerical safety & notation conventions
- Rapidity (stable edge handling):
u = atanh(a) # compute here a' = tanh(u) # map back, keeps |a| < 1 - Clamp policy:
if |a| >= 1 - eps: a = sign(a) * (1 - eps) # default eps = 1e-6 - Continuity scope: statements are uniform on bands
|a| ≤ 1 − eps. - ASCII functions:
log,exp,tanh,atanh; absolute valueabs(x);clamp(x, lo, hi). - Symbols in text: write the pair as
(m, a);mmay carry units,ais unitless and comparable across domains.
🔗 Collapse & conservatism
- Collapse map:
phi(m, a) = m. - Collapse invariants (where defined):
phi(x oplus y) = phi(x) + phi(y) phi(x otimes y) = phi(x) * phi(y) - Classical parity: when all
a = +1, results match classical arithmetic to machine precision.
🧊 Edge, infinity, and domain notes
- Edge states:
a = ±1are idealized limits handled via u-limits and clamps. - Infinity behavior: cases with
|m| = ∞and edge alignments are stated with explicit tables consistent with M2. - Division policy: meadow totalization
0^-1 = 0is optional; if used, declare it. (An engineering convenience, not a mathematical necessity.)
🔌 Alignment provenance (interface, not prescription)
Lawful mappings from upstream signals—declare, don’t infer:
a = 2*SyZ_t - 1
a = tanh( c * (A_t - Z_t) ), c > 0
These mappings define how a enters SSM; they belong in the reproducibility manifest and are independent of the algebra defined here.
📚 Proof obligations & references (where to look)
- Proof Appendix consolidates sketches for: boundedness (
|a| ≤ 1), associativity via the accumulator, collapse properties, and monotonicities used in ordering and norms. - Metrics for topology/distances are stated explicitly; L1/L2 on
(m, u)are topologically equivalent (noted where relevant).
🧾 Reproducibility manifest (required fields)
Include this block on pages that compute or use alignment:
Manifest
a_mapping: <method>; params: {...}; bounds: [-1, +1]; clamp_eps: 1e-6
weights: gamma = 1
multiplication: M2 # or M1 if explicitly declared
zero_class_policy: canonical # or 'averaged' if explicitly declared
With these commitments, the remaining subsections specify objects, operations, identities, and structures that are precise, computable, and auditable.
Navigation
Previous → Terminology & notation
Next → Algebraic properties (proof sketches) (2.1)
Disclaimer
Observation only. Reproducible math; domain claims require independent peer review. Defaults: gamma=1, mult_mode=M2, clamp_eps=1e-6, |a|<1.
Explore further
https://github.com/OMPSHUNYAYA/Symbolic-Mathematics
Disclaimer
Observation-only; not for safety-critical decisions.