Module 14 Examples and assignments updated
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School
New York University *
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Course
MISC
Subject
Industrial Engineering
Date
Dec 6, 2023
Type
xlsx
Pages
17
Uploaded by GeneralMinkPerson933
A Production-Mix Problem
Department
Minimum
PRODUCT
Wiring
Drilling
Assembly
Inspection
Unit Profit
Requirement
XJ201
0.5
3
2
0.5 $ 9 150
XM897
1.5
1
4
1.0
$ 12 100
TR29
1.5
2
1
0.5
$ 15 200
BR788
1.0
3
2
0.5
$ 11 400
Capacity
1500
2350
2600
1200
Decision
Wiring
Drilling
Assembly
Inspection
Total Profit
XJ201
XM897
TR29
BR788
Total
Surplus Capacity
Failsafe Electronics Corporation (FEC) primarily manufactures mainly four highly technique products, which supplies to aerospace firms that hold NASA contracts. each of the products must pass through the following departments before they are shipped: Wiring, Drilling, Assembly, and Inspection. The time requirements in each department (in hours) for each unit produced and its corresponding profit value are summarized in the below table:
Workforce-Scheduling Model
Input Data
Hour
Min Staff Required
8-9
5
9-10
12
10-11
15
11-Noon
12
Noon-1
11
1-2
18
2-3
17
3-4
19
4-5
14
PT Hours per shift=
4
hours
Full-time employees=
5
people
Model
Hour
Shift 1
Shift 2
Shift 3
Shift 4
Shift 5
Shift 6
8-9
9-10
10-11
11-Noon
Noon-1
1-2
2-3
3-4
4-5
x1
x2
x3
x4
x5
x6
Decision
Objective
8-9
9-10
10-11
11-Noon
Noon-1
1-2
2-3
3-4
4-5
Brewer Services contracts with outsoursing partners to handle various customer-service functions. The cust
open Monday through Friday from 8 a.m. to 5 p.m.. Calls vary over the course of a typical day. Vased on a st
provided by one of firm's partners, the minimum number of staff needed each hour of the day are as follow
7 days a week scheduling
Shift 1
Shift 2
Shift 3
Shift 4
Shift 5
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
Sunday
Shift 1
Shift 2
Shift 3
Shift 4
Shift 5
Decision
Objective
Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
Sunday
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RHS
Slack
>=
>=
>=
>=
>=
>=
>=
>=
>=
tomer-service dpartment is tudy of call volumes ws:
Shift 6
Shift 7
Shift 6
Shift 7
RHS
Slack
>=
>=
>=
>=
>=
>=
>=
Linear Programing Problems
Transportation Model
From
Albuquerque
Bostone
Des Moines
5
4
Evansville
8
4
Fort Lauderdale
9
7
Demand
300
200
1
2
Decision
From
Albuquerque
Bostone
A Des Moines
XA1
XA2
B Evansville
XB1
XB2
C Fort Lauderdale
XC1
XC2
Decision
From
Albuquerque
Bostone
A Des Moines
B Evansville
C Fort Lauderdale
Total
Total Transportation Cost:
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Cleveland
Capacity
3
100
3
300
5
300
200
3
Cleveland
XA3
XB3
XC3
Cleveland
Total
A Production-Mix Problem
Product
PRODUCT
Ferrari
BMW
Lotus
Tesla
Molding
5.00
3.50
1.00
3.00
Sanding
4.00
3.20
2.00
3.65
Polishing
3.00
2.00
3.00
1.00
Painting 3.75
3.25
1.75
2.00
Finishing
4.00
1.00
2.00
3.00
Prices
$ 350 $ 330 $ 270 $ 255 PRODUCT
Molding
Sanding
Polishing
Painting Ferrari
5.00
4.00
3.00
3.75
BMW
3.50
3.20
2.00
3.25
Lotus
1.00
2.00
3.00
1.75
Tesla
3.00
3.65
1.00
2.00
Capacity Minutes/day
600
600
480
480
Decision
Molding
Sanding
Polishing
Painting Ferrari
40
200
160
120
150
BMW
40
140
128
80
130
Lotus
68
68
136
204
119
Tesla
40
120
146
40
80
Total
528.00
570.00
444.00
479.00
Surplus Capacity
72.00
30.00
36.00
1.00
a. How many of each type of car should be produced to maximize profit? (Run solver once);
Ferrari
0
BMW
56
Lotus
103
Tesla
58
b. What happens if market requires that at least 50 units of each be produced each day? (run solver twice wit
50 units of each can not be produced.
c. What happens if market requires that at least 40 units of each be produced each day? (run solver twice with
Decision
The Martinez Model Car Company produces four different radio-controlled model cars based on exotic production models. Each model required production in five departments. See the table below and answer the following three questions:
a. How many of each type of car should be produced to maximize profit? (Run solver once);
b. What happens if market requires that at least 50 units of each be produced each day? (run solver twice with 50 instead of 40).
Ferrari
40
BMW
40
Lotus
68
Tesla
40
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Capacity
Minutes/day
600
600
480
Transposed to fit into the same model as the video
480
480
Finishing
Prices
Minimum Requirement 4.00 $ 350 40
You will need to enter the minimum
1.00 $ 330 40
2.00 $ 270 40
3.00 $ 255 40
480
Finishing
Revenue
160
14000
Also make sure the decision variable
40
13200
136
18360
120
10200
456.00
55760.00
24.00
th 50 instead of 40).
h 50 instead of 40).
m requirements by question b. es should be an integer solution.
Workforce-Scheduling Model
Input Data
Hour
Min Nurses Needed
12:00 a.m. - 4:00 am
5
To make it consistent, we already have 5 ful
4 a.m. - 8:00 a.m.
10
8 a.m. - 12:00 p.m.
14
12 p.m. - 4:00 p.m.
8
4 p.m. - 8:00 p.m.
12
8 p.m. - 12:00 a.m.
10
Model
Hour
Shift 1
Shift 2
Shift 3
Shift 4
Shift 5
Shift 6
12:00 a.m. - 4:00 am
4 a.m. - 8:00 a.m.
8 a.m. - 12:00 p.m.
12 p.m. - 4:00 p.m.
4 p.m. - 8:00 p.m.
8 p.m. - 12:00 a.m.
x1
x2
x3
x4
x5
x6
Decision
Objective
12:00 a.m. - 4:00 am
4 a.m. - 8:00 a.m.
8 a.m. - 12:00 p.m.
12 p.m. - 4:00 p.m.
4 p.m. - 8:00 p.m.
8 p.m. - 12:00 a.m.
Van Nostrand Hospital must schedule nurses to provide the adaquate care but also keep the cost down. Fro
can project the minimum number of nurses required. Nuses work for consecutive 8 hours shift. Find the optimal solution first, then fixed the total number of nurses and find the smallest over staffing in a
second part of the workforce scheduling video example).
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ll time employees. Requirement
>=
>=
>=
>=
>=
>=
om historical records, we all hours (just like the
Seattle
San Francisco
Las Vegas
Tucson
Distribution Cent
Atlanta
2.15
2.1
1.75
1.5
Lexington
1.95
2
1.7
1.53
Milwaukee
1.7
1.85
1.5
1.41
Salt Lake City
0.6
0.55
0.35
0.6
Demand
5500
17000
3900
3400
1
2
3
4
Decision
From
Seattle
San Francisco
Las Vegas
Tucson
A
Atlanta
XA1
XA2
XA3
XA4
B
Lexington
XB1
XB2
XB3
XB4
C
Milwaukee
XC1
XC2
XC3
XC4
D
Salt Lake City
XD1
XD2
XD3
XD4
E
Demand
XE1
XE2
XE3
XE4
Decision
From
Seattle
San Francisco
Las Vegas
Tucson
A
Atlanta
B
Lexington
C
Milwaukee
D
Salt Lake City
E
Demand
Total Transportation Cost:
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Destination
Denver
Charlotte
Minneapolis
Fayetteville
Birmingham
Orlando
Cleveland
1.2
0.65
0.9
0.8
0.35
0.15
0.6
1.1
0.55
0.6
1.05
0.6
0.5
0.25
0.95
0.4
0.4
0.95
0.7
0.7
0.35
0.4
0.95
1
1.1
1.35
1.6
1.6
4500
7500
3000
8500
3300
12000
9000
5
6
7
8
9
10
11
Denver
Charlotte
Minneapolis
Fayetteville
Birmingham
Orlando
Cleveland
XA5
XA6
XA7
XA8
XA9
XA10
XA11
XB5
XB6
XB7
XB8
XB9
XB10
XB11
XC5
XC6
XC7
XC8
XC9
XC10
XC11
XD5
XD6
XD7
XD8
XD9
XD10
XD11
XE5
XE6
XE7
XE8
XE9
XE10
XE11
Denver
Charlotte
Minneapolis
Fayetteville
Birmingham
Orlando
Cleveland
Philadelphia
Supply
0.5
39200
0.3
32500
0.4
15200
1.7
17000
14000
12
Philadelphia
XA12
XB12
XC12
XD12
XE12
Philadelphia
Supply