Formulate the problem as a milp and solve

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Reference no: EM13247475

Established in Al-Khobar, Kingdom of Saudi Arabia, Logistics Solution Services (LSS) is another prime division of SAF Group of Companies. Its innovative management, sophisticated hardware, software and skilled manpower services has earned it a unique position in Saudi Arabia gaining a reputation for high quality standards in warehouse management and third party logistics. LSS is currently adding a new warehouse of more than 8,000 m2 in Dammam second industrial city. Your job in this project is to optimize the performance of this warehouse. One agreed upon measurement is to minimize the total traveled distances that items go through in and out of the warehouse. The following is a proposed layout of the facility spanning 32 aisles on both sides giving a total of 64 available aisles for storage. Each aisle is composed of 9 compartments named from A to I. Loading is done on one end while unloading is done on the other, this would allow ease of implementing a FIFO system when required for some products with expiration dates. Each compartment is 7 m length, 5 m depth, and 3 m height totaling 105 m2 in volume. Distance between aisle 1 and 2 is 4 m which is the same distance between aisle 2 and 3 and so forth. Aisle 1 is 15 m away from the loading and unloading area. Aisle 33 is symmetric to aisle 1 with respect to the forklift path.

Constraints:

  • Once an item is dedicated a storage compartment then all of the items should be stored adjacently so workers would not get confused.
  • Some items cannot be stored in second or third elevations due to weight restrictions.

The following data represents monthly movement of different items along with required number of compartments for storage.

No.

Name

Required

Movement

Weight restriction?

1

Qw134

21

12

N

2

Er412

15

45

N

3

Ty712

13

34

N

4

Rg966

17

62

N

5

Ds105

22

101

N

6

Vf331

19

75

Y

7

Xs655

12

18

Y

8

Za812

7

54

Y

9

Bh545

18

19

Y

10

Hj997

25

77

N

11

Hm512

32

54

N

12

Sc112

20

39

N

13

Qd422

31

72

N

14

Jy587

42

51

N

15

Vb612

16

81

Y

16

Cd222

14

120

Y

17

Op395

12

15

N

18

Ms563

28

71

N

19

Nm588

29

11

N

20

Zw101

11

29

N

Formulate the problem as a MILP and solve it to come up with the assignment that minimizes total item movement in meters.

Part2----Logistics

A logistics company wishes to expand by purchasing a number of new trucks of varying sizes and capabilities. The company has 5 Million Saudi Riyals for this project and is targeting three types of trucks, The Stake Body (SB), Heavy Semi Truck (HS) and Refrigerated Vans (RV). Demand for various products to be shipped are given on a daily basis and is assumed to continue through the year after shipping contracts have been signed. The following table contains the items with shipping rates and are given three colors namely green for items requiring the SB, yellow for HS items and red for RV items. Every truck driver can only make three trips a day maximum due to traffic regulations requiring sufficient rest. The company wishes to at least buy one type of truck to guarantee diversity and promising market share. What would be your suggestion to the company on the optimal number of each truck to purchase in order to maximize profit?

1873_Logistics Solution Services.png

Truck Data:

Truck

SB

HS

RV

Purchase cost SR

199,000

265,000

312,000

Insurance cost SR

6,000

12,000

15,000

Registration cost SR

2,000

3,500

4,000

Maintenance cost SR

4,000

9,000

11,000

Demand Data:

Client

Daily trips

Rate SR/ trip

Client

Daily trips

Rate SR/ trip

Junly

8

1,200

Sams

6

1,500

MLK

14

950

Beck

8

1,100

Ual

8

1,300

Fly7

10

1,350

FLB

18

875

Port

20

700

e-home

14

900

Mark

16

980

SUzky

8

1,100

Slam

14

850

Clam

10

1,000

Hunt

10

1,150

Reference no: EM13247475

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