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Kawin Suksrisomboon. Inventory optimization with (s, S) policy with lost sales under constant and stochastic discrete demand and lead time. Master's Degree(Logistics and Supply Chain Systems Engineering). Thammasat University. Thammasat University Library. : Thammasat University, 2021.
Inventory optimization with (s, S) policy with lost sales under constant and stochastic discrete demand and lead time
Name: Kawin Suksrisomboon
keyword:
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Abstract:
This research conducts a simulation to find the optimal point of inventory and total annual cost under shortage of lost sales by applying the programing language names Python to help export result of the simulation. There are 10 sample products and the raw data of the product contains the demand and information of each product. Each product was run in 4 scenario cases which are stochastic lead time with capacity, constant lead time with capacity, stochastic lead time with no capacity, and constant lead time with no capacity. Each case and each product were run with 25 replications of demand. Python was applied to help find the demand replication. I use Python to find the daily demand and daily demand probability to use it as an input to create the demand replications. The demand replications are created by a random number generator in Microsoft Excel. After I got all the resources that I need for my simulation. I will start Python to search for the minimum total annual cost. The result of simulation will show the minimum total cost and the optimal point of inventory that give the minimum total cost. In the end this research was able to find the best scenario cases to apply
Thammasat University. Thammasat University Library
Address:
BANGKOK
Email:
preserv@tu.ac.th
Name: Tai, Pham Duc
Role:
advisor
Created:
2021
Modified:
2023-04-21
Issued:
2023-04-21
วิทยานิพนธ์/Thesis
application/pdf
eng
DegreeName: Master of Engineering
Level: Master's Degree
Descipline: Logistics and Supply Chain Systems Engineering
Grantor: Thammasat University
©copyrights Thammasat University
RightsAccess:
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0.021505 วินาที
Kawin Suksrisomboon
| Title | Contributor | Type |
|---|---|---|
| Inventory optimization with (s, S) policy with lost sales under constant and stochastic discrete demand and lead time
มหาวิทยาลัยธรรมศาสตร์ Kawin Suksrisomboon | Tai, Pham Duc | วิทยานิพนธ์/Thesis |
Tai, Pham Duc
| Title | Creator | Type and Date Create |
|---|---|---|
| Vehicle route problem in cold chain logistics
มหาวิทยาลัยธรรมศาสตร์ Tai, Pham Duc;Jirachai Buddhakulsomsiri | Sujinthorn Akrajittham | วิทยานิพนธ์/Thesis |
| Inventory optimization with (s, S) policy with lost sales under constant and stochastic discrete demand and lead time
มหาวิทยาลัยธรรมศาสตร์ Tai, Pham Duc | Kawin Suksrisomboon | วิทยานิพนธ์/Thesis |
| Model for vehicle routing problem with loaded distance by clustering algorithm
มหาวิทยาลัยธรรมศาสตร์ Jirachai Buddhakulsomsiri;Tai, Pham Duc | Sirinya Siriapichart | วิทยานิพนธ์/Thesis |