Optimization Engines
What is ThalosForge? ThalosForge provides enterprise-grade optimization engines that solve problems where standard tools fail. Our algorithms consistently outperform scipy.optimize on multi-modal, non-convex landscapes. 9 Specialized Engines EngineEndpointBest ForSpiral Swarm DSS/v1/optimizeDeterministic optimization, zero hyperparameters, regulatory…
4 subscribers
12 endpoints
The in-depth APIMemo review for this API hasn't been published yet —
the data below comes straight from the public marketplace listing.
Optimization Engines endpoints
| Method | Endpoint | Description |
|---|---|---|
| Optimization | ||
| POST |
/v1/pareto /v1/pareto |
QuantumEdge engine for multi-objective optimization. Returns complete Pareto front with hypervolume indicator. Best for trade-off analysis, portfolio optimization, multi-criteria… |
| POST |
/v1/optimize /v1/optimize |
Run optimization using QuantumJolt, Spiral Swarm DSS, or Kestrel Pro engines. **Engines:** - `dss`: Deterministic Spiral Swarm - zero hyperparameters, 100% reproducible -… |
| POST |
/v1/nonconvex /v1/nonconvex |
Dual-Radial Descent (DRD) for non-convex landscapes. Uses population-based radial dynamics to escape local minima. Best for neural architecture search, physics simulations,… |
| MLOps | ||
| POST |
/v1/calibrate /v1/calibrate |
Saturna engine for ML model drift detection and correction. Maintains calibration WITHOUT retraining the model. Best for ML model maintenance, sensor calibration, drift detection. |
| Robotics | ||
| POST |
/v1/trajectory /v1/trajectory |
Command Dosage engine for smooth robotics motion control. Breaks large motion commands into gradual doses for jerk-free execution. Best for humanoid robotics, industrial arms,… |
| Multi-Agent | ||
| POST |
/v1/regulate /v1/regulate |
MultiAgent SDR (Self-Dynamic Regulator) for complex distributed systems. Unified control for thermal, electrical, mechanical, and computational stresses. Best for data centers,… |
| Neuromorphic | ||
| POST |
/v1/neuromorphic /v1/neuromorphic |
Ultra-low latency brain-inspired AI for edge devices. Spiking neural network with ~12μs decision latency. Best for drone navigation, autonomous vehicles, real-time control, edge… |
| GET |
/v1/neuromorphic/benchmark /v1/neuromorphic/benchmark |
Run latency benchmark over multiple iterations |
| System | ||
| GET |
/health /health |
API health status |
| GET |
/v1/engines /v1/engines |
List all available optimization engines |
| Account | ||
| POST |
/v1/keys /v1/keys |
Create a free-tier API key |
| GET |
/v1/usage /v1/usage |
Get your current month's usage statistics |
Optimization Engines pricing
| Plan | Price | Rate limit | Quotas |
|---|---|---|---|
| BASIC | Free | — |
|
| PRO | $499 / month | — |
|
| ULTRA | $2,499 / month | — |
|
