{
  "generated_at": "2026-04-24T15:01:35.625676+00:00",
  "slug": "optim-solana-gateway-production-up-railway-app-solve-robust",
  "title": "Optim Solana \u00b7 Robust Optimization Solver",
  "url": "https://optim-solana-gateway-production.up.railway.app/solve/robust",
  "category": "compute",
  "summary": "Solve optimization problems under uncertainty with configurable robustness modes and scenario generation for operations research.",
  "seo": {
    "title": "Robust Optimization Solver x402 API | Solana Compute",
    "description": "Pay $0.20 USDC on Solana to solve robust optimization problems with uncertainty scenarios for scheduling, routing, and packing."
  },
  "use_cases": [
    "Generate worst-case resilient delivery schedules",
    "Optimize warehouse packing under demand uncertainty",
    "Create percentile-based routing with risk buffers"
  ],
  "ideal_buyer": "Supply chain optimization agents and operations research systems requiring robust planning under uncertainty.",
  "example_prompt": "Solve a vehicle routing problem with 90th percentile demand scenarios and regret minimization",
  "example_request_body": {
    "mode": "percentile_90",
    "solver_type": "routing",
    "num_scenarios": 100,
    "solver_request": {
      "depot_location": [
        40.7128,
        -74.006
      ],
      "vehicle_capacity": 1000,
      "customer_locations": [
        [
          40.75,
          -73.99
        ],
        [
          40.68,
          -73.95
        ]
      ]
    },
    "uncertain_parameters": [
      {
        "std": 20,
        "mean": 100,
        "name": "demand",
        "distribution": "normal"
      }
    ]
  },
  "risk_notes": [],
  "pricing_sanity": {
    "flag": "expensive_outlier",
    "ratio": 20,
    "median_category_atomic": 10000
  },
  "pricing_review_required": false,
  "pricing_decimal_suspect": false,
  "trust_tier": "indexed_external",
  "accepts": [
    {
      "scheme": "exact",
      "network": "solana",
      "pay_to": "HJ1szpSUkTXkBMsSnAjf6dkj9dgJtCcrEZKxA6GnL1Mh",
      "asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
      "max_amount_required_atomic": "200000",
      "max_timeout_seconds": 300,
      "verified": false,
      "hints": {
        "input": {
          "body": {
            "type": "object",
            "required": [
              "solver_type",
              "solver_request",
              "uncertain_parameters"
            ],
            "properties": {
              "mode": {
                "enum": [
                  "worst_case",
                  "percentile_90",
                  "percentile_95",
                  "regret"
                ],
                "type": "string"
              },
              "solver_type": {
                "enum": [
                  "scheduling",
                  "routing",
                  "packing"
                ],
                "type": "string"
              },
              "num_scenarios": {
                "type": "number"
              },
              "solver_request": {
                "type": "object"
              },
              "uncertain_parameters": {
                "type": "array"
              }
            }
          },
          "type": "http",
          "method": "POST",
          "bodyType": "json"
        },
        "output": {
          "type": "json",
          "example": {
            "status": "completed",
            "scenarios": [
              {
                "is_nominal": true,
                "objective_value": 7
              },
              {
                "is_worst_case": true,
                "objective_value": 11
              }
            ]
          }
        }
      }
    }
  ],
  "duplicate_cluster_id": "tools-cl-549da9deaa80",
  "origin": {
    "slug": "optim-solana-gateway-production-up-railway-app",
    "host": "optim-solana-gateway-production.up.railway.app",
    "title": "Optim Solana Gateway",
    "description": "A production gateway service on Railway, likely providing Solana blockchain infrastructure or API access for agents requiring on-chain operations.",
    "url": "https://optim-solana-gateway-production.up.railway.app"
  },
  "json_ld": {
    "@id": "https://x402all.com/resource/optim-solana-gateway-production-up-railway-app-solve-robust",
    "url": "https://x402all.com/resource/optim-solana-gateway-production-up-railway-app-solve-robust",
    "name": "Optim Solana \u00b7 Robust Optimization Solver",
    "@type": "WebAPI",
    "offers": {
      "url": "https://x402all.com/resource/optim-solana-gateway-production-up-railway-app-solve-robust",
      "@type": "Offer",
      "price": "0.2",
      "availability": "https://schema.org/InStock",
      "priceCurrency": "USDC",
      "priceSpecification": {
        "@type": "UnitPriceSpecification",
        "price": "0.200000",
        "unitText": "call",
        "priceCurrency": "USDC"
      },
      "eligibleCustomerType": "Agent",
      "additionalProperty": [
        {
          "@type": "PropertyValue",
          "name": "paymentNetwork",
          "value": "solana"
        },
        {
          "@type": "PropertyValue",
          "name": "paymentAsset",
          "value": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v"
        }
      ]
    },
    "sameAs": "https://optim-solana-gateway-production.up.railway.app/solve/robust",
    "@context": "https://schema.org",
    "provider": {
      "@id": "https://x402all.com/server/optim-solana-gateway-production-up-railway-app",
      "url": "https://optim-solana-gateway-production.up.railway.app",
      "name": "Optim Solana Gateway",
      "@type": "Organization"
    },
    "identifier": "optim-solana-gateway-production-up-railway-app-solve-robust",
    "description": "Pay $0.20 USDC on Solana to solve robust optimization problems with uncertainty scenarios for scheduling, routing, and packing.",
    "potentialAction": {
      "@type": "BuyAction",
      "target": "https://axon402.com/test-buy?resource=optim-solana-gateway-production-up-railway-app-solve-robust",
      "description": "Test-buy this endpoint on AXON"
    },
    "applicationCategory": "compute"
  },
  "axon_deep_link": "https://axon402.com/test-buy?resource=optim-solana-gateway-production-up-railway-app-solve-robust"
}