Build math models for linear programming

Build math models for linear programming

Postby charlotte98 » Sat Mar 30, 2019 1:42 am

Hello!

I have an example case about job shop scheduling in a home laundry service.

It has 6 washing machines and 11 dryers.

Here are the each capacities of the machines.

Washing machine: 1) 10 kg, 2) 14 kg, 3) 20 kg, 4) 7 kg, 5) 22 kg, 6) 10 kg
Dryer: 1, 2 and 3 =12 kg
4, 5,7,8,9,10 and 11= 18 kg
6= 11 kg

Due to the preventive maintenance, after finished the washing process, they split the clothes from a washing machine into two dryer. (ex: I wash 10 kg clothes in washer no 1 (10 kg capacity) and I split them into dryer 1 and 2).

Therefore, 1 washing machine needs two dryer. However, it still allowed to 1 dryer for 1 washing machine.

Every machines work in the same process time despite of their capacities. 30 minutes for washing machines and 45 minutes for washer.

They placed side by side, except for 3 dryers (number 9, 10, 11). They placed in front of dryer number 6, 7, 8.

I have to optimize the workers movement from washing machines to dryers. I also have confusion to determine the objective function (OF). Should I determine the OF with the walking time from washing machine to dryers OR the capacity OR the distance?

Please help me! Thanks for your help!

Charlotte :)
charlotte98
 
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Re: Build math models for linear programming

Postby HallsofIvy » Sat Mar 30, 2019 6:52 am

You say "I have to optimize the workers movement from washing machines to dryers". That has only to do with distance. Are you sure you have told us the entire question?

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Re: Build math models for linear programming

Postby charlotte98 » Sat Mar 30, 2019 7:20 am

Sorry, my mistake.

I need to determine which dryer should be in after the washing process. E.g. after washing in washer X, then it should in dryer X and Z or only dryer X. Something like this..

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