Question
PROBLEM 2 Sequoia Clinic is a private hospital that has a fluctuating demand for nursing care, since some days typically have higher admissions of patient
PROBLEM 2
Sequoia Clinic is a private hospital that has a fluctuating demand for nursing care, since some days typically have higher admissions of patient than others. Management of the Clinic is trying to set up a work schedule for full time nurses that will allow them two consecutive days off each week. Clinic can also hire part-time nurses who will work a Friday-Sunday-Monday schedule. Daily pay for a full-time nurse is $120, except for Saturdays and Sundays when they earn $150 and $180 respectively. Part-time nurses earn $240 per 3-day workweek. The minimum required number of nurses on duty each day of the week is given in table below.
Monday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday |
17 | 14 | 12 | 15 | 22 | 10 | 15 |
A cost-minimizing model to determine the number of full-time nurses that should start their workweek each day of the week and the number of part-time nurses that should be hired is formulated and solved below.
The following decision variables are used:
MON, TU, WED, TH, FR, SA,SU = the number of full-time nurses who start 5 consecutive day shifts on Monday, Tuesday, etc., respectively
P = the number of part-time nurses who work a Friday-Sunday-Monday schedule.
MinZ = 600MON + 630TU + 690WED + 690TH + 690FR + 690SA + 660SU + 240P
Subject to
C1 1MON + 1TH + 1FR + 1SA + 1SU + 1P >= 17 Monday requirement
C2 1MON + 1TU + 1FR + 1SA + 1SU >= 14 Tuesday requirement
C3 1MON + 1TU + 1WED + 1SA + 1SU >= 12 Wednesday requirement
C4 1MON + 1TU + 1WED + 1TH + 1SU >= 15 Thursday requirement
C5 1MON + 1TU + 1WED + 1TH + 1FR + 1P >= 22 Friday requirement
C6 1TU + 1WED + 1TH + 1FR + 1SA >= 10 Saturday requirement
C7 1WED + 1TH + 1FR + 1SA + 1SU + 1P >= 15 Sunday requirement
***** POM Program Output *****
Z =12180.000
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Variable Value Reduced Cost
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MON 2.000 0.000
TU 9.000 0.000
WED 0.000 180.000
TH 1.000 0.000
FR 0.000 60.000
SA 0.000 60.000
SU 3.000 0.000
P 11.000 0.000
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Constraint Slack/Surplus Shadow Price
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C1 0.000 -180.000
C2 0.000 -180.000
C3 2.000 0.000
C4 0.000 -240.000
C5 1.000 0.000
C6 0.000 -210.000
C7 0.000 -60.000
----------------------------------------
Objective Coefficient Ranges
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Lower Current Upper AllowableAllowable
Variables Limit Values Limit Increase Decrease
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MON 420.000 600.000 660.000 60.000 180.000
TU 450.000 630.000 660.000 30.000 180.000
WED 510.000 690.000 No limit No limit 180.000
TH 630.000 690.000 870.000 180.000 60.000
FR 630.000 690.000 No limit No limit 60.000
SA 630.000 690.000 No limit No limit 60.000
SU 600.000 660.000 840.000 180.000 60.000
P 60.000 240.000 260.000 20.000 180.000
Right Hand Side Ranges
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Lower Current Upper Allowable Allowable
Constraints Limit Values Limit Increase Decrease
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C1 16.500 17.000 20.000 3.000 0.500
C2 13.000 14.000 15.000 1.000 1.000
C3 No limit 12.000 14.000 2.000 No limit
C4 14.000 15.000 15.500 0.500 1.000
C5 No limit 22.000 23.000 1.000 No limit
C6 9.500 10.000 13.000 3.000 0.500
C7 12.000 15.000 16.000 1.000 3.000
***** End of Output *****
QUESTIONS FOR SEQUOIA CLINIC (treat each question independently)
- What is the minimum cost of staffing the clinic for one week?
- How many full-time and how many part-time nurses are required?
- On which day of the week the minimum number of nurses required was exceeded? By how many?
- By how much can the wages of part-time nurses increase without their affecting the optimal solution?
- If you could reduce admissions on one of the days of the week so that this day's nurse requirement would be reduced, on which day should you attempt to do it? Why?
- If you could shift admissions from one day to another and thus reduce stuffing requirement from one day to another, what day's requirement you would attempt to reduce and what day's requirement you would attempt to increase? Explain why. What affect, if any, will the change have on weekly cost?
- If you could cut the daily pay for those full-time nurses who's 5-day work week does not include either Saturday or Sunday by $10 per day, how would this affect the weekly cost of staffing the clinic? Would the optimal staffing schedule change?
- If one of the part-time nurses called in and informed the hospital that she is not able to work on Friday, but will be working her Monday and Sunday schedule. Will the hospital be able to meet the daily requirement without changing the staffing schedule? Explain why or why not. How does the weekly cost change?
- Suppose you would like to reduce the weekly pay for those nurses who start their 5-day work week on Thursday and Sunday by of $20 and $10 respectively. Would this affect your optimal staffing schedule? What about the weekly cost?
- You can reduce the weekly pay for full-time nurses by $20, but only for one type of shift, i.e. you could give this reduction to either to all nurses who start on Monday, or to all nurses who start on Tuesday, ... etc., or to all nurses who start on Sunday. Where should you reduce the wages then? Explain why.
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