A Police station has the following minimum requirements for policemen on duty for each 4-hour period during the day: 0.00 - 4.00 15 4.00 8.00 25 8.00 - 12.00 45 12.00 - 16.00 90 16.00 - 20.00 20.00 – 24.00 30 25 Each policeman comes on duty at 0.00, 4.00, 8.00, 12.00, 16.00 or 20.00 hrs and works for eight consecutive hours. • Formulate the problem of finding a duty schedule that minimises the total number of policemen required. Introduce required decision variables and corresponding constraints. • Implement and solve the problem formulation in Python. (Please include your code to the report). • In your problem formulation, justify the choice of variable types you made (integer variables vs con- tinuous). If your problem formulation requires integer decision variables, discuss whether integrality requirement can be relaxed. • Suppose next that every time period when the total number of policemen exceeds the minimum threshold value, there is a penalty. Specifically, there is a penalty of 2 for every policeman above the minimum threshold in each time period. Formulate the problem of finding a valid duty schedule that mimimizes the total penalty.

Intermediate Algebra
19th Edition
ISBN:9780998625720
Author:Lynn Marecek
Publisher:Lynn Marecek
Chapter12: Sequences, Series And Binomial Theorem
Section12.3: Geometric Sequences And Series
Problem 12.58TI: What is the total effect on the economy of a government tax rebate of $500 to each household in...
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A Police station has the following minimum requirements for policemen on duty for each 4-hour period
during the day:
0.00 - 4.00
15
4.00
8.00
25
8.00 - 12.00
45
12.00 - 16.00
90
16.00 - 20.00
20.00 – 24.00
30
25
Each policeman comes on duty at 0.00, 4.00, 8.00, 12.00, 16.00 or 20.00 hrs and works for eight consecutive
hours.
• Formulate the problem of finding a duty schedule that minimises the total number of policemen
required. Introduce required decision variables and corresponding constraints.
• Implement and solve the problem formulation in Python. (Please include your code to the report).
• In your problem formulation, justify the choice of variable types you made (integer variables vs con-
tinuous). If your problem formulation requires integer decision variables, discuss whether integrality
requirement can be relaxed.
• Suppose next that every time period when the total number of policemen exceeds the minimum
threshold value, there is a penalty. Specifically, there is a penalty of 2 for every policeman above
the minimum threshold in each time period. Formulate the problem of finding a valid duty schedule
that mimimizes the total penalty.
Transcribed Image Text:A Police station has the following minimum requirements for policemen on duty for each 4-hour period during the day: 0.00 - 4.00 15 4.00 8.00 25 8.00 - 12.00 45 12.00 - 16.00 90 16.00 - 20.00 20.00 – 24.00 30 25 Each policeman comes on duty at 0.00, 4.00, 8.00, 12.00, 16.00 or 20.00 hrs and works for eight consecutive hours. • Formulate the problem of finding a duty schedule that minimises the total number of policemen required. Introduce required decision variables and corresponding constraints. • Implement and solve the problem formulation in Python. (Please include your code to the report). • In your problem formulation, justify the choice of variable types you made (integer variables vs con- tinuous). If your problem formulation requires integer decision variables, discuss whether integrality requirement can be relaxed. • Suppose next that every time period when the total number of policemen exceeds the minimum threshold value, there is a penalty. Specifically, there is a penalty of 2 for every policeman above the minimum threshold in each time period. Formulate the problem of finding a valid duty schedule that mimimizes the total penalty.
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