手术排程算法R语句具体代码
时间: 2023-10-02 16:09:46 浏览: 31
手术排程算法的具体代码实现可以有多种不同的方法,以下是一种用R语言实现的例子:
```
# 定义手术列表
surgery_list <- data.frame(
surgery_id = c(1, 2, 3, 4, 5),
surgery_name = c("手术A", "手术B", "手术C", "手术D", "手术E"),
surgery_duration = c(2, 3, 1, 2, 4),
available_start_time = c(1, 2, 1, 3, 2)
)
# 定义手术室列表
operating_room_list <- data.frame(
operating_room_id = c(1, 2, 3),
operating_room_name = c("手术室A", "手术室B", "手术室C"),
daily_available_time = c(8, 9, 10)
)
# 定义手术排程函数
schedule_surgeries <- function(surgery_list, operating_room_list) {
# 按手术时间长短排序
surgery_list <- surgery_list[order(surgery_list$surgery_duration),]
# 初始化手术室占用情况
operating_room_schedule <- data.frame(
operating_room_id = operating_room_list$operating_room_id,
start_time = rep(0, nrow(operating_room_list)),
end_time = rep(0, nrow(operating_room_list))
)
# 遍历手术列表,将每个手术安排到可用的手术室中
for (i in 1:nrow(surgery_list)) {
surgery <- surgery_list[i,]
available_rooms <- operating_room_list[operating_room_list$daily_available_time >= surgery$surgery_duration,]
available_rooms <- available_rooms[available_rooms$operating_room_id %in% operating_room_schedule$operating_room_id,]
available_rooms <- available_rooms[available_rooms$operating_room_id %in%
(operating_room_schedule$end_time < surgery$available_start_time),]
if (nrow(available_rooms) == 0) {
cat(sprintf("无法为手术 %s 安排手术室\n", surgery$surgery_name))
} else {
selected_room <- available_rooms[1,]
start_time <- max(selected_room$daily_available_time - surgery$surgery_duration, surgery$available_start_time)
end_time <- start_time + surgery$surgery_duration
operating_room_schedule[operating_room_schedule$operating_room_id == selected_room$operating_room_id,]$start_time <- start_time
operating_room_schedule[operating_room_schedule$operating_room_id == selected_room$operating_room_id,]$end_time <- end_time
cat(sprintf("已为手术 %s 安排手术室 %s,开始时间为 %d,结束时间为 %d\n",
surgery$surgery_name, selected_room$operating_room_name, start_time, end_time))
}
}
}
# 调用手术排程函数
schedule_surgeries(surgery_list, operating_room_list)
```
以上代码中,首先定义了手术列表和手术室列表,然后定义了一个名为`schedule_surgeries`的函数来实现手术排程。在函数中,首先按手术时间长短排序,然后遍历手术列表,将每个手术安排到可用的手术室中。在安排过程中,需要考虑手术室的可用时间和手术的开始时间等因素。最后,输出每个手术的安排结果。