{
  "id": "lib-process:mathematics--algorithm-complexity-analysis",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "algorithm-complexity-analysis",
    "description": "Perform rigorous time and space complexity analysis of mathematical algorithms.\nIncludes asymptotic analysis, average-case analysis, and comparison with alternative approaches.",
    "libraryPath": "library/specializations/domains/science/mathematics/algorithm-complexity-analysis.js",
    "specialization": "mathematics",
    "references": [
      "- Cormen et al., Introduction to Algorithms\n- Knuth, The Art of Computer Programming\n- Sedgewick & Flajolet, An Introduction to the Analysis of Algorithms"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/mathematics/algorithm-complexity-analysis', {\n  algorithm: 'Matrix multiplication using Strassen algorithm',\n  algorithmCode: 'def strassen(A, B): ...',\n  inputCharacteristics: { matrixType: 'dense', size: 'n x n' },\n  analysisDepth: 'comprehensive'\n});",
    "usesAgents": [
      "numerical-analyst"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "domain:mathematics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "specialization:computational-mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:mathematics--algorithm-complexity-analysis",
      "to": "lib-agent:mathematics--numerical-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}