This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U

Problem 10-21 (Algorithmic)

United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, UES identified six vendors that can provide packaging materials that will satisfy its quality standards. UES asked each of the six vendors to submit bids to satisfy annual demand at each of its four distribution hubs over the next year. The following table lists the bids received (in thousands of dollars). UES wants to ensure that each of the distribution hubs is serviced by a different vendor. Which bids should UES accept, and which vendors should UES select to supply each distribution hub?

Distribution Hub

Bidder

1

2

3

4

Martin Products

175

175

115

235

Schmidt Materials

160

225

145

210

Miller Containers

210

215

130

205

D&J Burns

175

185

175

250

Larbes Furnishings

220

195

140

225

Lawler Depot

275

195

200

270

Bidder

Decision

Bid

Martin Products

 Select or reject ?

175175 

Schmidt Materials

 Select or reject ?

 ?

Miller Containers

 Select or reject ?

?

D&J Burns

 Select or reject ?

?

Larbes Furnishings

 Select or reject ?

?

Lawler Depot

 Select or reject ?

?

The value of the objective function is fill in the blank  thousands of dollars.

Problem 10-05

Premier Consulting’s two consultants, Avery and Baker, can be scheduled to work for clients up to a maximum of 160 hours each over the next four weeks. A third consultant, Campbell, has some administrative assignments already planned and is available for clients up to a maximum of 140 hours over the next four weeks. The company has four clients with projects in process. The estimated hourly requirements for each of the clients over the four-week period are as follows:

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 1


Hourly rates vary for the consultant–client combination and are based on several factors, including project type and the consultant’s experience. The rates (dollars per hour) for each consultant–client combination are as follows:


This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 2

    1. Choose the correct network representation of the problem.

(i) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 3

(ii) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 4

(iii) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 5

(iv) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 6

Model______?_______
 

    1. Formulate the problem as a linear program, with the optimal solution providing the hours each consultant should be scheduled for each client to maximize the consulting firm’s billings. What is the schedule and what is the total billing?
      Let xij = number of hours from consultant i assigned to client j.

Max

fill in the blank 2x11

fill in the blank 3x12

fill in the blank 4x13

fill in the blank 5x14

fill in the blank 6x21

fill in the blank 7x22

fill in the blank 8x23

fill in the blank 9x24

fill in the blank 10x31

fill in the blank 11x32

fill in the blank 12x33

fill in the blank 13x34

s.t.

fill in the blank 14x11

fill in the blank 15x12

fill in the blank 16x13

fill in the blank 17x14

fill in the blank 18

fill in the blank 19x21

fill in the blank 20x22

fill in the blank 21x23

fill in the blank 22x24

fill in the blank 23

fill in the blank 24x31

fill in the blank 25x32

fill in the blank 26x33

fill in the blank 27x34

fill in the blank 28

fill in the blank 29x11

fill in the blank 30x21

fill in the blank 31x31

fill in the blank 32

fill in the blank 33x12

fill in the blank 34x22

fill in the blank 35x32

fill in the blank 36

fill in the blank 37x13

fill in the blank 38x23

fill in the blank 39x33

fill in the blank 40

fill in the blank 41x14

fill in the blank 42x24

fill in the blank 43x34

fill in the blank 44

xij ≥ 0 for all ij



Hours Assigned

Billing

Avery-Client A

fill in the blank 45

$fill in the blank 46

Avery-Client B

fill in the blank 47

fill in the blank 48

Avery-Client C

fill in the blank 49

fill in the blank 50

Avery-Client D

fill in the blank 51

fill in the blank 52

Baker-Client A

fill in the blank 53

fill in the blank 54

Baker-Client B

fill in the blank 55

fill in the blank 56

Baker-Client C

fill in the blank 57

fill in the blank 58

Baker-Client D

fill in the blank 59

fill in the blank 60

Campbell-Client A

fill in the blank 61

fill in the blank 62

Campbell-Client B

fill in the blank 63

fill in the blank 64

Campbell-Client C

fill in the blank 65

fill in the blank 66

Campbell-Client D

fill in the blank 67

fill in the blank 68

Total Billing

$  fill in the blank 69








    1. New information shows that Avery doesn’t have the experience to be scheduled for client B. If this consulting assignment is not permitted, what impact does it have on total billings? What is the revised schedule?

Hours Assigned

Billing

Avery-Client A

fill in the blank 70

$fill in the blank 71

Avery-Client B

fill in the blank 72

fill in the blank 73

Avery-Client C

fill in the blank 74

fill in the blank 75

Avery-Client D

fill in the blank 76

fill in the blank 77

Baker-Client A

fill in the blank 78

fill in the blank 79

Baker-Client B

fill in the blank 80

fill in the blank 81

Baker-Client C

fill in the blank 82

fill in the blank 83

Baker-Client D

fill in the blank 84

fill in the blank 85

Campbell-Client A

fill in the blank 86

fill in the blank 87

Campbell-Client B

fill in the blank 88

fill in the blank 89

Campbell-Client C

fill in the blank 90

fill in the blank 91

Campbell-Client D

fill in the blank 92

fill in the blank 93

Total Billing

$fill in the blank 94





Problem 10-07 (Algorithmic)

Aggie Power Generation supplies electrical power to residential customers for many U.S. cities. Its main power generation plants are located in Los Angeles, Tulsa, and Seattle. The following table shows Aggie Power Generation's major residential markets, the annual demand in each market (in megawatts or MWs), and the cost to supply electricity to each market from each power generation plant (prices are in $/MW).

Distribution Costs

City

Los Angeles

Tulsa

Seattle

Demand (MWs)

Seattle

$351.25

$588.75

$54.38

945.00

Portland

$370.25

$607.75

$192.13

845.25

San Francisco

$168.13

$465.00

$286.88

2365.00

Boise

$344.25

$463.00

$284.88

581.75

Reno

$235.50

$473.00

$354.25

948.00

Bozeman

$429.63

$429.63

$310.88

507.15

Laramie

$377.25

$436.63

$377.25

1208.50

Park City

$383.25

$383.25

$502.00

630.25

Flagstaff

$210.13

$507.00

$625.75

1150.19

Durango

$341.25

$281.88

$578.75

1450.25

  1. If there are no restrictions on the amount of power that can be supplied by any of the power plants, what is the optimal solution to this problem? Which cities should be supplied by which power plants? What is the total annual power distribution cost for this solution? If required, round your answers to two decimal places.
    The optimal solution is to produce fill in the blank 1 MWs in Los Angeles, fill in the blank 2 MWs in Tulsa, and fill in the blank 3 MWs in Seattle. The total distribution cost of this solution is $  fill in the blank 4.

  2. If at most 3800 MWs of power can be supplied by any one of the power plants, what is the optimal solution? What is the annual increase in power distribution cost that results from adding these constraints to the original formulation? If required, round your answers to two decimal places.
    The optimal solution is to produce fill in the blank 5 MWs in Los Angeles, fill in the blank 6 MWs in Tulsa, and fill in the blank 7 MWs in Seattle. The total distribution cost of this solution is $  fill in the blank 8. The increase in cost associated with the additional constraints is $  fill in the blank 9.




Problem 10-25

Cleveland Area Rapid Delivery (CARD) operates a delivery service in the Cleveland metropolitan area. Most of CARD’s business involves rapid delivery of documents and parcels between offices during the business day. CARD promotes its ability to make fast and on-time deliveries anywhere in the metropolitan area. When a customer calls with a delivery request, CARD quotes a guaranteed delivery time. The following network shows the street routes available. The numbers above each arc indicate the travel time in minutes between the two locations.

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 7

Develop a linear programming model that can be used to find the minimum time required to make a delivery from location 1 to location 6. For subtractive or negative numbers use a minus sign even if there is a + sign before the blank.

Min

x12 + x13 +x23 + x24 + x26 +x32 + x35 +x42

x45 + x46 +x53 +x54 + x56

s.t.

Flow Out

Flow In

Node 1

x12 +x13

Node 2

x23 + x24 + x26

+x12 +  x32 + x42

Node 3

x32 +x35

+x13 +  x23 +x53

Node 4

x42 +  x45 +  x46

x24 + x54

Node 5

x53 +  x54 +  x56

x35 + x4

Node 6

x26 + x46 +x56

xij ≥ 0 for all ij

    1. How long does it take to make a delivery from location 1 to location 6?
      fill in the blank 46 minutes

    2. Assume that it is now 1:00 P.M. and that CARD just received a request for a pickup at location 1. The closest CARD courier is 8 minutes away from location 1. If CARD provides a 20% safety margin in guaranteeing a delivery time, what is the guaranteed delivery time if the package picked up at location 1 is to be delivered to location 6?
      fill in the blank 47 p.m.


Problem 10-31

A long-distance telephone company uses a fiber-optic network to transmit phone calls and other information between locations. Calls are carried through cable lines and switching nodes. A portion of the company’s transmission network is shown here. The numbers above each arc show the capacity in thousands of messages that can be transmitted over that branch of the network.

To keep up with the volume of information transmitted between origin and destination points, use the network to determine the maximum number of messages that may be sent from a city located at node 1 to a city located at node 7.

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 8

Maximum number of messages = fill in the blank 1

Problem 10-03

Tri-County Utilities, Inc., supplies natural gas to customers in a three-county area. The company purchases natural gas from two companies: Southern Gas and Northwest Gas. Demand forecasts for the coming winter season are as follows: Hamilton County, 400 units; Butler County, 200 units; and Clermont County, 300 units. Contracts to provide the following quantities have been written: Southern Gas, 500 units; and Northwest Gas, 400 units. Distribution costs for the counties vary, depending upon the location of the suppliers. The distribution costs per unit (in thousands of dollars) are as follows:


  1. Choose the correct network representation of this problem.

(i)

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 9

(ii) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 10

(iii)

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 11

(iv) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 12

Model______?________
 

  1. Develop a linear programming model that can be used to determine the plan that will minimize total distribution costs.
    Let xij = amount shipped from supply node i to demand node j.

Min

fill in the blank 2x11

fill in the blank 3x12

fill in the blank 4x13

fill in the blank 5x21

fill in the blank 6x22

fill in the blank 7x23

s.t.

fill in the blank 8x11

fill in the blank 9x12

fill in the blank 10x13

fill in the blank 11

fill in the blank 12x21

fill in the blank 13x22

fill in the blank 14x23

fill in the blank 15

fill in the blank 16x11

fill in the blank 17x21

fill in the blank 18

fill in the blank 19x12

fill in the blank 20x22

fill in the blank 21

fill in the blank 22x13

fill in the blank 23x23

fill in the blank 24

xij ≥ 0 for all ij


  1. Describe the distribution plan and show the total distribution cost.

Amount

Cost

Southern - Hamilton

fill in the blank 25

$fill in the blank 26

Southern - Butler

fill in the blank 27

fill in the blank 28

Southern - Clermont

fill in the blank 29

fill in the blank 30

Northwest - Hamilton

fill in the blank 31

fill in the blank 32

Northwest - Butler

fill in the blank 33

fill in the blank 34

Northwest - Clermont

fill in the blank 35

fill in the blank 36

Total Cost

$fill in the blank 37


  1. Recent residential and industrial growth in Butler County has the potential for increasing demand by as much as 100 units. Which supplier should Tri-County contract with to supply the additional capacity?

    Amount

    Cost

    Southern - Hamilton

    fill in the blank 38

    $fill in the blank 39

    Southern - Butler

    fill in the blank 40

    fill in the blank 41

    Southern - Clermont

    fill in the blank 42

    fill in the blank 43

    Northwest - Hamilton

    fill in the blank 44

    fill in the blank 45

    Northwest - Butler

    fill in the blank 46

    fill in the blank 47

    Northwest - Clermont

    fill in the blank 48

    fill in the blank 49

    Total Cost

    $fill in the blank 50


  2. From the new solution we see that Tri-County should contract with ________?_________  Gas for the additional 100 units.


Problem 10-13

Sports of All Sorts produces, distributes, and sells high-quality skateboards. Its supply chain consists of three factories (located in Detroit, Los Angeles, and Austin) that produce skateboards. The Detroit and Los Angeles facilities can produce 350 skateboards per week, but the Austin plant is larger and can produce up to 700 skateboards per week. Skateboards must be shipped from the factories to one of four distribution centers, or DCs (located in Iowa, Maryland, Idaho, and Arkansas). Each distribution center can process (repackage, mark for sale, and ship) at most 500 skateboards per week.

Skateboards are then shipped from the distribution centers to retailers. Sports of All Sorts supplies three major U.S. retailers: Just Sports, Sports ’N Stuff, and The Sports Dude. The weekly demands are 200 skateboards at Just Sports, 500 skateboards at Sports ’N Stuff, and 650 skateboards at The Sports Dude. The following tables display the per-unit costs for shipping skateboards between the factories and DCs and for shipping between the DCs and the retailers.

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 13

    1. Choose the correct network representation of this problem.

(i) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 14

(ii) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 15

(iii) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 16

(iv) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 17


 

    1. Build a model to minimize the transportation cost of a logistics system that will deliver skateboards from the factories to the distribution centers and from the distribution centers to the retailers. What is the optimal production strategy and shipping pattern for Sports of All Sorts? What is the minimum attainable transportation cost? If required, round your answers to two decimal places.
      Let xij = units shipped from node i to node j.

      Min

      fill in the blank 2x1,4

      fill in the blank 3x1,5

      fill in the blank 4x1,6

      fill in the blank 5x1,7

      fill in the blank 6x2,4

      fill in the blank 7x2,5

      fill in the blank 8x2,6

      fill in the blank 9x2,7

      fill in the blank 10x3,4

      fill in the blank 11x3,5

      fill in the blank 12x3,6

      fill in the blank 13x3,7

      fill in the blank 14x4,8

      fill in the blank 15x4,9

      fill in the blank 16x4,10

      fill in the blank 17x5,8

      fill in the blank 18x5,9

      fill in the blank 19x5,10

      fill in the blank 20x6,8

      fill in the blank 21x6,9

      fill in the blank 22x6,10

      fill in the blank 23x7,8

      fill in the blank 24x7,9

      fill in the blank 25x7,10

subject to

fill in the blank 26x1,4

fill in the blank 27x1,5

fill in the blank 28x1,6

fill in the blank 29x1,7

fill in the blank 30

fill in the blank 31x2,4

fill in the blank 32x2,5

fill in the blank 33x2,6

fill in the blank 34x2,7

fill in the blank 35

fill in the blank 36x3,4

fill in the blank 37x3,5

fill in the blank 38x3,6

fill in the blank 39x3,7

fill in the blank 40

fill in the blank 41x1,4

fill in the blank 42x2,4

fill in the blank 43x3,4

fill in the blank 44x4,8

fill in the blank 45x4,9

fill in the blank 46x4,10

fill in the blank 47x1,5

fill in the blank 48x2,5

fill in the blank 49x3,5

fill in the blank 50x5,8

fill in the blank 51x5,9

fill in the blank 52x5,10

fill in the blank 53x1,6

fill in the blank 54x2,6

fill in the blank 55x3,6

fill in the blank 56x6,8

fill in the blank 57x6,9

fill in the blank 58x6,10

fill in the blank 59x1,7

fill in the blank 60x2,7

fill in the blank 61x3,7

fill in the blank 62x7,8

fill in the blank 63x7,9

fill in the blank 64x7,10

fill in the blank 65x1,4

fill in the blank 66x2,4

fill in the blank 67x3,4

fill in the blank 68

fill in the blank 69x1,5

fill in the blank 70x2,5

fill in the blank 71x3,5

fill in the blank 72

fill in the blank 73x1,6

fill in the blank 74x2,6

fill in the blank 75x3,6

fill in the blank 76

fill in the blank 77x1,7

fill in the blank 78x2,7

fill in the blank 79x3,7

fill in the blank 80

fill in the blank 81x4,8

fill in the blank 82x5,8

fill in the blank 83x6,8

fill in the blank 84x7,8

fill in the blank 85

fill in the blank 86x4,9

fill in the blank 87x5,9

fill in the blank 88x6,9

fill in the blank 89x7,9

fill in the blank 90

fill in the blank 91x4,10

fill in the blank 92x5,10

fill in the blank 93x6,10

fill in the blank 94x7,10

fill in the blank 95

xij,yij ≥ 0

      for all i and j.
Solving the formulation above, the optimal cost is $  fill in the blank 96 per week.

  1. Sports of All Sorts is considering expansion of the Iowa DC capacity to 800 units per week. The annual amortized cost of expansion is $40,000. Should the company expand the Iowa DC capacity so that it can process 800 skateboards per week? (Assume 50 operating weeks per year.)
     yes or no
    Explain.
    The input in the box below will not be graded, but may be reviewed and considered by your instructor.





Problem 10-11

The distribution system for the Herman Company consists of three plants, two warehouses, and four customers. Plant capacities and shipping costs per unit (in $) from each plant to each warehouse are as follows:



Customer demand and shipping costs per unit (in $) from each warehouse to each customer are as follows:

  1. Choose the correct network representation of this problem.

(i) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 18

(ii)

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 19

(iii) This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 20

(iv)

This is 8 Problems/Questions Problem 10-21 (Algorithmic) United Express Service (UES) uses large quantities of packaging materials at its four distribution hubs. After screening potential suppliers, U 21

Mosel____?_________
 

  1. Formulate a linear programming model of the problem. For subtractive or negative numbers use a minus sign even if there is a + sign before the blank.
    Let Xij represents relation between plants to warehouses or relation between warehouses to customers.

    MIN

    X14+X15+X24+X25X34+X35+X46+X47+X48+X49+X56+X57+X58+X59

  2. S.T.

    1)

    fill in the blank 16X14

    fill in the blank 17X15

    <

    fill in the blank 18

    2)

    fill in the blank 19X24

    fill in the blank 20X25

    <

    fill in the blank 21

    3)

    fill in the blank 22X34

    fill in the blank 23X35

    <

    fill in the blank 24

    4)

    fill in the blank 25X46

    fill in the blank 26X47

    fill in the blank 27X48

    fill in the blank 28X49

    fill in the blank 29X14

    fill in the blank 30X24

    fill in the blank 31X34

    fill in the blank 32

    5)

    fill in the blank 33X56

    fill in the blank 34X57

    fill in the blank 35X58

    fill in the blank 36X59

    fill in the blank 37X15

    fill in the blank 38X25

    fill in the blank 39X35

    fill in the blank 40

    6)

    fill in the blank 41X46

    fill in the blank 42X56

    fill in the blank 43

    7)

    fill in the blank 44X47

    fill in the blank 45X57

    fill in the blank 46

    8)

    fill in the blank 47X48

    fill in the blank 48X58

    fill in the blank 49

    9)

    fill in the blank 50X49

    fill in the blank 51X59

    fill in the blank 52

  3. Solve the linear program to determine the optimal shipping plan.
    Objective Function Value = fill in the blank 53

    Variable

    Value

    Reduced Costs

    X14

    fill in the blank 54

    fill in the blank 55

    X15

    fill in the blank 56

    fill in the blank 57

    X24

    fill in the blank 58

    fill in the blank 59

    X25

    fill in the blank 60

    fill in the blank 61

    X34

    fill in the blank 62

    fill in the blank 63

    X35

    fill in the blank 64

    fill in the blank 65

    X46

    fill in the blank 66

    fill in the blank 67

    X47

    fill in the blank 68

    fill in the blank 69

    X48

    fill in the blank 70

    fill in the blank 71

    X49

    fill in the blank 72

    fill in the blank 73

    X56

    fill in the blank 74

    fill in the blank 75

    X57

    fill in the blank 76

    fill in the blank 77

    X58

    fill in the blank 78

    fill in the blank 79

    X59

    fill in the blank 80

    fill in the blank 81


  4. There is an excess capacity of  units at  .Plant 1, Plant 2 or Plant 3?