Overview
ThalosForge Optimization Suite provides five battle-tested optimization engines for problems where standard solvers fail.
Engines Included:
- QuantumJolt - Adaptive SPSA for high-dimensional optimization (100-1000+ dimensions)
- Spiral Swarm DSS - Deterministic solver with zero hyperparameters, 100% reproducible
- Kestrel Pro - Constrained multi-objective optimization with NSGA-II
- QuantumEdge - Pareto-optimal multi-objective optimization (2-10 objectives)
- DRD (Dual-Radial Descent) - Non-convex optimization for rugged landscapes
Use Cases:
- Hyperparameter tuning for ML models
- Supply chain and logistics optimization
- Portfolio optimization and risk management
- Engineering design optimization
- Resource allocation and scheduling
Performance: 100-1000x faster than SciPy, Gurobi on benchmark problems. Deterministic option available for regulatory compliance.
Highlights
- Hyperparameter tuning for ML models
- Supply chain and logistics optimization
- Portfolio optimization and risk management
Details
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
Features and programs
Financing for AWS Marketplace purchases
Quick Launch
Pricing
Dimension | Description | Cost/unit |
|---|---|---|
Optimization API Call | Per optimization call using QuantumJolt, DSS, Kestrel, QuantumEdge, or DRD engines | $0.25 |
Vendor refund policy
ThalosForge offers refunds for unused prepaid amounts within 30 days of purchase. Usage-based charges are non-refundable as they reflect actual API consumption. For technical issues preventing service use, contact support@thalosforge.com within 7 days for credit consideration. Refund requests: support@thalosforge.com or visit <www.thalosforge.com/contact >
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Delivery details
- Amazon Bedrock AgentCore
API-Based Agents & Tools
API-Based Agents and Tools integrate through standard web protocols. Your applications can make API calls to access agent capabilities and receive responses.
Additional details
Usage instructions
API
Getting Started
1. Get Your API Key
After subscribing on AWS Marketplace, you'll be automatically redirected to our registration page where your API key will be displayed.
Save your API key immediately - it's only shown once.
Your API key will look like: tf_aws_marketplace_xxxxxxxxxx
2. Make API Calls
Include your API key in the X-API-Key header for all requests.
Example: Optimize Function
Response:
{ "best_value": -4.45e-2, "best_point": [0.00012, -0.00008, 0.00003], "evaluations": 2847, "time_seconds": 1.23 }Example: Multi-Objective Pareto Optimization
Response:
{ "pareto_front": [[0.1, 0.9], [0.2, 0.8], ...], "n_evaluations": 10000 }Example: Non-Convex Optimization
Response:
{ "best_value": -2.13, "best_point": [0.0001, -0.0002, ...], "n_evaluations": 32000 }3. Objective Expressions
Write math expressions using:
- x - current point (array)
- n - number of dimensions
- Functions: sum, prod, mean, abs, sqrt, exp, log, sin, cos, tan
- Constants: pi, e
Examples:
"sum(x**2)" # Sphere "10*n + sum(x**2 - 10*cos(2*pi*x))" # Rastrigin "sum(100*(x[1:]-x[:-1]**2)**2 + (1-x[:-1])**2)" # Rosenbrock4. Pricing
You pay only for what you use:
- Optimizations: $0.25 per optimization
- Control Operations: $0.20 per operation
- Neuromorphic Decisions: $0.08 per decision
Usage is automatically metered and billed through AWS Marketplace monthly.
Support
Email: support@thalosforge.com
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