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    ThalosTitan Optimization Suite - High-Performance Solvers

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    Quick Launch
    Enterprise optimization engines delivering 100-1000x speedup over traditional solvers for high-dimensional, constrained, and multi-objective problems.

    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

    Delivery method

    Type

    Supported services

    Deployed on AWS
    New

    Introducing multi-product solutions

    You can now purchase comprehensive solutions tailored to use cases and industries.

    Multi-product solutions

    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Quick Launch

    Leverage AWS CloudFormation templates to reduce the time and resources required to configure, deploy, and launch your software.

    Pricing

    ThalosTitan Optimization Suite - High-Performance Solvers

     Info
    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (1)

     Info
    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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    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

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    Delivery details

    Supported services:
    • 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

    curl -X POST <https://thalosforge-api-production.up.railway.app/v1/optimize> \ -H "X-API-Key: YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "bounds": [[-5.12, 5.12], [-5.12, 5.12], [-5.12, 5.12]], "objective_expression": "10*n + sum(x**2 - 10*cos(2*pi*x))", "max_evaluations": 5000 }'

    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

    curl -X POST <https://thalosforge-api-production.up.railway.app/v1/pareto> \ -H "X-API-Key: YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "n_objectives": 2, "dimensions": 10, "n_solutions": 50, "max_iterations": 200 }'

    Response:

    { "pareto_front": [[0.1, 0.9], [0.2, 0.8], ...], "n_evaluations": 10000 }

    Example: Non-Convex Optimization

    curl -X POST <https://thalosforge-api-production.up.railway.app/v1/nonconvex> \ -H "X-API-Key: YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "dimensions": 50, "problem": "rastrigin", "population_size": 64, "max_iterations": 500 }'

    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)" # Rosenbrock

    4. 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 

    Support

    Vendor support

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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