H11 Systems
Self‑Generative Equation Engine
H11‑SGEE™
H11‑SGEE captures variables, constraints, and interactions, constructs an equation seed, recursively develops an equation family, and evaluates each generation through a bounded optimization layer.
Treats equation generation as a complete governed pipeline
Preserves domain inputs and generation provenance
Produces bounded, inspectable equation families rather than a single opaque output
System Overview
H11‑SGEE is the equation-generation architecture implemented within the H11 Governance Intelligence research system. It joins domain modelling, constraint topology, interaction analysis, recursive synthesis, validation metrics, and audit reporting in one pipeline.
It models an engineering or operational domain, extracts its governing variables and constraints, quantifies their interactions, produces an initial equation seed, creates successive equation generations, and ranks the resulting family using error and applicability measures.
Domain Capture forms a structured snapshot. Constraint Lattice and Interaction Encoding derive the system magnitudes. Equation Seed creates ε₀. Recursive Generation develops εₙ across bounded iterations. Optimization applies limit, stability, adaptive, and scaling functions before publishing a traceable result set.
Capabilities
Each page below is derived from the whitepaper content in the workspace and reframed as a deployment-facing product profile for H11 Systems.
Multi-domain variable and constraint capture
Constraint-lattice construction
Interaction and coupling encoding
Equation seed synthesis
Bounded recursive equation families
Optimization metrics and detailed audit reports
SGEE generation stack
Java master generation engine
Python analysis interface
Fifteen supported domain classes
Recursive convergence control
Error and applicability scoring
Applications