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Operations analysis help?
The sheriff’s department schedules police officers for 8 hour shifts. The beginning times for the shifts are 8:00 a.m., noon, 4:00 p.m., 8:00 p.m., midnight, and 4:00 a.m. An officer beginning a shift at one of these times works for the next 8 hours. During normal weekday operations, the number of officers needed varies depending on the time of day. The department staffing guidelines require the following minimum number of officers on duty:
Time of day Minimum Officers on Duty
8:00 a.m. – noon 5
Noon – 4:00 p.m. 7
4:00 p.m. – 8:00 p.m. 10
8:00 p.m. – midnight 8
Midnight – 4:00 a.m. 4
4:00 a.m. – 8:00 a.m. 6
Determine the number of police officers that should be scheduled to begin the 8 hour shifts at each of the six times to minimize the total number of officers required. Are there any surpluses? If so, during which shifts?
I just need help finding the constraints on this. I can't seem to work through this one in my head. Thanks.
1 Answer
- Here2HelpLv 61 decade agoFavorite Answer
I suggest that you draw a vertical bar chart for this problem, so that you may visualize it properly.
Plot the 4-hr time periods on the horizontal axis and the minimum number of officers on duty on the vertical axis,
The trick here is to determine the pairs of successive 4-hr periods whose minimum number of officers on duty are as close to each other as possible.
These pairs of successive 4-hr periods that would minimize the total number of officers required would be:
8am-4pm: assign 7 officers
4pm-midnight: assign 10 officers
midnight-8am: assign 6 officers
Total number of officers on duty for the day: 7 + 10 + 6 = 23 officers
There will be surpluses on the following shifts:
8am-12nn: surplus of 2 officers (7 minus 5)
8pm-midnight: surplus of 2 officers (10 minus 8)
midnight-4am: surplus of 2 officers (6 minus 4)
An alternative pairing of successive 4-hr periods, but would result in greater number of officers required would be:
12nn-8pm: assign 10 officers
8pm-4am: assign 8 officers
4am-12nn: assign 6 officers
Total number of officers on duty for the day: 10 + 8 + 6 = 24 officers
There will be greater surpluses on the following shifts:
12nn-4pm: surplus of 3 officers (10 minus 7)
midnight-4am: surplus of 4 officers (8 minus 4)
8am-12nn: surplus of 1 officer (6 minus 5)