Develop a linear programming model


Solve the following:

Q: Given the above information, I am trying to develop a linear programming model such that I maximize the number of possible bids given the limited resources of budgets and writers. Essentially, which of the 10 bids should I take on, given the limitations of availability and cost of writers.

I am assuming all bids are released for bid at the same time and are due at the same time over a 4 week period.

I have ten targets

Project

Project

Value

($)

Probability of Success

Estimated

Bid Cost ($)

Allowed

Labor ($)

Estimated Project Profit ($)

A

10,000,000

0.3

180,000

150,000

600,000

B

1,000,000

0.2

35,000

30,000

100,000

C

2,250,000

.45

45,000

40,000

180,000

D

5,000,000

.35

95,000

80,000

200,000

E

2,500,000

.39

35,000

30,000

200,000

F

15,000,000

.15

155,000

110,000

450,000

G

50,000,000

.18

255,000

200,000

1,250,000

H

4,000,000

.31

65,000

55,000

250,000

I

5,500,000

.27

75,000

50,000

175,000

J

13,500,000

.19

200,000

160,000

70,000

Proposal Estimated Labor Requirements (hours)

Business Target

Tech Vol

Mgt Vol

Cost Vol

Past Perf Vol

A

300

150

200

180

B

80

40

60

10

C

120

80

100

60

D

100

50

80

40

E

80

40

60

20

F

150

80

100

120

G

200

120

150

140

H

100

50

75

40

I

100

50

75

40

J

150

60

50

160

Corporately, I have a maximum B&P Budget of $600,000 for all proposals.

I have the following writer's available

Writer

Type

Max Availability (hours) over 4 weeks

$/hr

 

T1

Technical

80

150

 

T2

Technical

20

175

 

T3

Technical

40

200

 

T4

Technical

40

225

 

T5

Technical

10

275

 

T6

Technical

30

250

 

M1

Management

80

150

 

M2

Management

80

175

 

M3

Management

40

200

 

M4

Management

10

275

 

M5

Management

10

250

 

C1

Cost

40

125

 

C2

Cost

80

100

 

C3

Cost

80

100

 

C4

Cost

10

175

 

P1

Past Performance

40

100

 

P2

Past Performance

60

95

 

P3

Past Performance

80

75

 

P4

Past Performance

60

115

 

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Mathematics: Develop a linear programming model
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