{
  "id": "lib-process:industrial-engineering--linear-programming",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "linear-programming",
    "description": "Linear Programming Model Development - Formulate and solve linear programming models for resource allocation,\nproduction planning, blending problems, and capacity optimization using mathematical optimization techniques.",
    "libraryPath": "library/specializations/domains/science/industrial-engineering/linear-programming.js",
    "specialization": "industrial-engineering",
    "references": [
      "- Hillier & Lieberman, Introduction to Operations Research\n- Winston, Operations Research: Applications and Algorithms\n- Google OR-Tools: https://developers.google.com/optimization\n- CPLEX Optimization Studio: https://www.ibm.com/products/ilog-cplex-optimization-studio"
    ],
    "example": "const result = await orchestrate('domains/science/industrial-engineering/linear-programming', {\n  problemDescription: 'Optimize production mix for 3 products with limited machine hours and raw materials',\n  decisionVariables: ['x1', 'x2', 'x3'],\n  objectiveFunction: 'maximize',\n  solverPreference: 'or-tools'\n});",
    "usesAgents": [
      "operations-research-analyst",
      "mathematical-modeler",
      "optimization-engineer",
      "optimization-solver",
      "validation-analyst",
      "sensitivity-analyst",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "skill-area:organizational-design",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "domain:industrial-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "role:operations-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "specialization:industrial-engineering",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "lib-agent:industrial-engineering--operations-research-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "lib-agent:mathematics--mathematical-modeler",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "lib-agent:venture-capital--sensitivity-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:industrial-engineering--linear-programming",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}