Programa de personal de enfermería con compensación de horas extra

Este ejemplo se basa en el ejemplo de programación de personal de enfermería para modelar remuneraciones normales y por horas extra, sujetas a un requisito de presupuesto. Además del hay un presupuesto de USD 10,000 para una duración de el horizonte de planificación. Todas las enfermeras reciben una tarifa por hora base de $50/h y hay un diferencial de turno por hora de $10/h para los turnos que comienzan a las 19 h Cualquier hora trabajado después de 40 horas se paga a 1.5 veces la tarifa base por hora promedio (es decir, (USD 50 + USD 60)/2=USD 55).

La remuneración regular y por horas extra

La tarifa por hora base, los diferenciales de cambio y los multiplicadores de horas extras son se representa con el campo hourlyContract en employee. En una contrato por hora, el baseHourlyRate y el hourlyRateShiftDifferentials modela la remuneración de las cargas regulares (no adicionales) el trabajo. Estos valores también se utilizan para estimar una tarifa base por hora promedio para una compensación adicional por tiempo extra cuando se proporcione overtimePeriods. Por lo general, se trata de un tiempo extra coincide con una semana y se pueden proporcionar múltiples períodos extra, siempre que no se superponen. El contrato por hora del primer enfermero (Adam) es se representa de la siguiente manera:

  {
    "employees": [{
      "id": "Adam",
      "roleIds": ["Registered Nurse"],
      ...
        scheduling constraints
      ...
      "hourlyContract": {
        "baseHourlyRate": 50,
        "hourlyRateShiftDifferentials": {
          "2023-05-01 19hr": 10,
          "2023-05-02 19hr": 10,
          "2023-05-03 19hr": 10,
          "2023-05-04 19hr": 10
        },
        "overtimePeriods": [
          {
            "overtimeMultiplier": 1.5,
            "startDateTime": {
              "year": 2023,
              "month": 5,
              "day": 1
            },
            "endDateTime": {
              "year": 2023,
              "month": 5,
              "day": 5
            },
            "maximumRegularHours": 40
          }
        ]
      }
    }
  }

Ejemplo con los cuatro empleados y su contrato por hora


  {
      "employees": [
        {
          "id": "Adam",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        },
        {
          "id": "Grace",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        },
        {
          "id": "James",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        },
        {
          "id": "Alonso",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        }
    ]
  }
  

Requisito de presupuesto

El presupuesto total de USD 10,000 se representa con una requisito de presupuesto. Las horas de inicio y finalización son son opcionales y, si se ofrecen, solo se modifican los turnos y los períodos de tiempo adicionales dentro de esta ventana se consideran en este límite de presupuesto. La representación correspondiente de la primera enfermera (Adam) se puede actualizar a:

  {
    "totalBudget": 10000,
    "priority": "PRIORITY_HIGH"
  }

Ejemplo de una solicitud completa


    {
      "employees": [
        {
          "id": "Adam",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        },
        {
          "id": "Grace",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        },
        {
          "id": "James",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        },
        {
          "id": "Alonso",
          "roleIds": [
            "Registered Nurse"
          ],
          "schedulingConstraints": [
            {
              "priority": "PRIORITY_HIGH",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "minimumRestMinutes": 720
            },
            {
              "priority": "PRIORITY_MEDIUM",
              "startDateTime": {
                "year": 2023,
                "month": 5,
                "day": 1,
                "hours": 7
              },
              "endDateTime": {
                "year": 2023,
                "month": 5,
                "day": 5,
                "hours": 7
              },
              "maximumMinutes": 2160
            }
          ],
          "hourlyContract": {
            "baseHourlyRate": 50,
            "hourlyRateShiftDifferentials": {
              "2023-05-01 19h": 10,
              "2023-05-02 19h": 10,
              "2023-05-03 19h": 10,
              "2023-05-04 19h": 10
            },
            "overtimePeriods": [
              {
                "overtimeMultiplier": 1.5,
                "startDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 1
                },
                "endDateTime": {
                  "year": 2023,
                  "month": 5,
                  "day": 5
                },
                "maximumRegularHours": 40
              }
            ]
          }
        }
      ],
      "shifts": [
        {
          "id": "2023-05-01 7h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 1,
            "hours": 7
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 1,
            "hours": 19
          }
        },
        {
          "id": "2023-05-01 13h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 1,
            "hours": 13
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 2,
            "hours": 1
          }
        },
        {
          "id": "2023-05-01 19h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 1,
            "hours": 19
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 2,
            "hours": 7
          }
        },
        {
          "id": "2023-05-02 7h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 2,
            "hours": 7
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 2,
            "hours": 19
          }
        },
        {
          "id": "2023-05-02 13h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 2,
            "hours": 13
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 3,
            "hours": 1
          }
        },
        {
          "id": "2023-05-02 19h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 2,
            "hours": 19
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 3,
            "hours": 7
          }
        },
        {
          "id": "2023-05-03 7h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 3,
            "hours": 7
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 3,
            "hours": 19
          }
        },
        {
          "id": "2023-05-03 13h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 3,
            "hours": 13
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 4,
            "hours": 1
          }
        },
        {
          "id": "2023-05-03 19h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 3,
            "hours": 19
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 4,
            "hours": 7
          }
        },
        {
          "id": "2023-05-04 7h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 4,
            "hours": 7
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 4,
            "hours": 19
          }
        },
        {
          "id": "2023-05-04 13h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 4,
            "hours": 13
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 5,
            "hours": 1
          }
        },
        {
          "id": "2023-05-04 19h",
          "locationId": "department",
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 4,
            "hours": 19
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 5,
            "hours": 7
          }
        }
      ],
      "coverageRequirements": [
        {
          "startDateTime": {
            "year": 2023,
            "month": 5,
            "day": 1,
            "hours": 7
          },
          "endDateTime": {
            "year": 2023,
            "month": 5,
            "day": 5,
            "hours": 7
          },
          "locationId": "department",
          "roleRequirements": [
            {
              "roleId": "Registered Nurse",
              "targetEmployeeCount": 2,
              "priority": "PRIORITY_MANDATORY"
            }
          ]
        }
      ],
      "roleIds": [
        "Registered Nurse"
      ],
      "locationIds": [
        "department"
      ],
      "budgetRequirements": [
        {
          "totalBudget": 10000,
          "priority": "PRIORITY_HIGH"
        }
      ]
    }
    

Ejemplo de respuesta

La respuesta de la resolución contiene la asignación de enfermeras a turnos y la estado del procedimiento de optimización. Por ejemplo, los cambios asignados a la primer empleado se devuelven como:

  {
    "solutionStatus": "OPTIMAL",
    "shiftAssignments": [
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-01 7hr",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-02 7hr",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-03 7hr",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-04 7hr",
        "roleId": "Registered Nurse"
      },
      ... ]
  }

Ejemplo de una respuesta completa


  {
    "solutionStatus": "OPTIMAL",
    "shiftAssignments": [
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-01 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-02 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-03 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Adam",
        "shiftId": "2023-05-04 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Grace",
        "shiftId": "2023-05-01 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Grace",
        "shiftId": "2023-05-02 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Grace",
        "shiftId": "2023-05-03 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "Grace",
        "shiftId": "2023-05-04 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "James",
        "shiftId": "2023-05-01 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "James",
        "shiftId": "2023-05-02 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "James",
        "shiftId": "2023-05-03 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "James",
        "shiftId": "2023-05-04 19h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "We",
        "shiftId": "2023-05-01 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "We",
        "shiftId": "2023-05-02 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "We",
        "shiftId": "2023-05-03 7h",
        "roleId": "Registered Nurse"
      },
      {
        "employeeId": "We",
        "shiftId": "2023-05-04 7h",
        "roleId": "Registered Nurse"
      }
    ]
  }