ZeqEcosystem — Population Dynamics

Protein folding, ecosystems, neural, gene expression.

• Protocol ID — zeq-ecosystem
• Category — Biology
• Endpoint — POST /api/bio/ecosystem/simulate
• Auth — api-key
• Rate limit — 20/min
• Version — 1.0
• Precision — ≤0.1% (KO42-enforced)

What it does

Population dynamics modeling (Lotka-Volterra + operator coupling). Predator-prey, competition, and mutualism simulated with the HULYAS ODE solver.

Signature

Request

POST /api/bio/ecosystem/simulate

Param	Type	Required	Default	Description
species	array	✓	—	Array of { name, population, growthRate, carryingCapacity }.
interactions	array		—	Array of { predator, prey, rate } interaction terms.
tYears	number		50	Simulation duration in years. Default: 50.

Response

{ timeSeries: [{ t, populations }], equilibrium, extinctions, oscillationPeriod }

Runnable example

curl -sS -X POST \
  -H "Authorization: Bearer $ZEQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "species": [],
  "interactions": [],
  "tYears": 50
}' \
  "https://api.zeq.dev/api/bio/ecosystem/simulate"

Integrate

1. Domain solver — compose with KO42 + two additional operators from the matching family for pulse-coherent results.
2. Digital twin — pipe sensor data into this protocol every Zeqond to keep the model phase-locked with the system.
3. Alert threshold — flag results whose error_pct exceeds 0.1% as out-of-spec events for the operations layer.

Seeds

• Near — wrap /api/bio/ecosystem/simulate in a language SDK so builders can call it in three lines.
• Medium — publish a reference integration demonstrating ZeqEcosystem — Population Dynamics alongside a real workload, with pulse-aligned metrics.
• Far — propose ZeqEcosystem — Population Dynamics as an open reference standard so other runtimes can implement it verbatim against the Zeq paper.

Papers

• Zeq paper — https://doi.org/10.5281/zenodo.18158152
• Framework paper — https://doi.org/10.5281/zenodo.15825138

Middleware active. Kernel on the 1.287 Hz HulyaPulse. Awaiting next Zeqond.