以下是一个示例代码,用于实现不同时长的护士班次排班问题的解决方法:
class NurseSchedule:
def __init__(self, nurses, shifts):
self.nurses = nurses
self.shifts = shifts
def generate_schedule(self):
schedule = {}
for nurse in self.nurses:
schedule[nurse] = []
for shift in self.shifts:
nurse = self._get_next_available_nurse(schedule)
if nurse is None:
raise Exception("No available nurses for shift " + shift)
schedule[nurse].append(shift)
return schedule
def _get_next_available_nurse(self, schedule):
for nurse in self.nurses:
if len(schedule[nurse]) < self._get_max_shifts(nurse):
return nurse
return None
def _get_max_shifts(self, nurse):
# 根据护士的不同时长设定最大班次数
if nurse.hourly_rate <= 8:
return 3
elif nurse.hourly_rate <= 10:
return 2
else:
return 1
# 示例用法
nurses = [
Nurse("Nurse A", 8),
Nurse("Nurse B", 10),
Nurse("Nurse C", 12)
]
shifts = ["Morning", "Afternoon", "Evening", "Night"]
schedule_generator = NurseSchedule(nurses, shifts)
schedule = schedule_generator.generate_schedule()
for nurse, shifts in schedule.items():
print("Nurse:", nurse.name)
print("Shifts:", shifts)
print()
在上述示例代码中,Nurse
类代表一个护士对象,包含护士的姓名和小时工资率。NurseSchedule
类用于生成护士的班次排班表。在 generate_schedule
方法中,首先初始化一个空的排班表 schedule
,然后根据护士的不同时长设定确定每个护士的最大班次数,然后循环遍历每个班次,并通过 _get_next_available_nurse
方法获取下一个可用的护士进行排班。最终返回生成的排班表。
请注意,示例代码中使用了自定义的 Nurse
类和相应的属性和方法,你可以根据实际需求进行修改和补充。
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