{
  "id": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "prescriptive-analytics-optimization",
    "description": "Prescriptive Analytics and Optimization - Implementation of optimization models and prescriptive\nanalytics to recommend optimal courses of action for resource allocation and planning.",
    "libraryPath": "library/specializations/domains/business/decision-intelligence/prescriptive-analytics-optimization.js",
    "specialization": "decision-intelligence",
    "references": [
      "- IBM Decision Optimization: https://www.ibm.com/analytics/decision-optimization\n- Operations Research: Hillier and Lieberman"
    ],
    "example": "const result = await orchestrate('specializations/domains/business/decision-intelligence/prescriptive-analytics-optimization', {\n  projectName: 'Supply Chain Network Optimization',\n  optimizationProblem: { type: 'mixed-integer', domain: 'logistics' },\n  constraints: ['budget', 'capacity', 'service level'],\n  objectives: ['minimize cost', 'maximize service']\n});",
    "usesAgents": [
      "general-purpose"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "skill-area:business-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "domain:business-intelligence",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "role:business-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "workflow:strategic-planning",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:decision-intelligence--prescriptive-analytics-optimization",
      "to": "specialization:decision-intelligence",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}