An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman

Shortest path is a route that can be passed by the order picker with the least distance while order picker is a person who are assigned to travel along the aisle to collect the order. Meanwhile, shortest path for order picker achieve the worker that is assigned to complete their order picking list...

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Main Authors: Roslan, Saidatul Aisyah, Mohd Yatim, Siti Norhakimah, Sulaiman, Siti Sarah
Format: Student Project
Language:English
Published: 2019
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Online Access:http://ir.uitm.edu.my/id/eprint/39445/1/39445.pdf
http://ir.uitm.edu.my/id/eprint/39445/
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spelling my.uitm.ir.394452020-12-27T02:04:41Z http://ir.uitm.edu.my/id/eprint/39445/ An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman Roslan, Saidatul Aisyah Mohd Yatim, Siti Norhakimah Sulaiman, Siti Sarah Mathematical statistics. Probabilities Analytical methods used in the solution of physical problems Algorithms Shortest path is a route that can be passed by the order picker with the least distance while order picker is a person who are assigned to travel along the aisle to collect the order. Meanwhile, shortest path for order picker achieve the worker that is assigned to complete their order picking list with optimal distance. It is one of the challenging tasks for the warehouse. This study focused on Floyd-Warshall Algorithm in finding the route of the order picker in finishing their item in the picking list. Every warehouse is extremely cost¬ conscious for each activity that run in there, and order picking is no exception. Most of the warehouse are still using human power in the order picking activities. Worker's fatigue can lead to delay of work and the consequences are lead to unhappy customer and require work overtime. Therefore, the worker need to work efficiently in order to reduce the bad effects. The objectives of this study are to construct the distance matrix and sequence matrix based on the network layout and to find the shortest path to collect the item in the warehouse. Based on the data collected, the distance matrices and sequence matrices are build referred through the layout that provided by the local automotive warehouse. Floyd¬ Warshall Algorithm is implemented after both matrices are done. This algorithm run in a software called Toolkit for Oracle (TORA) software. For the result, shortest path for the order pickers in iterations. The algorithm used can help the order picker to have the shortest path, but it have no direct path. The order picker need to identify which node to start and proceed the collecting process. The shortest path for the order picker is l-2-3-4-5-6-7-8-9- 10-l l-12-13-14-15-16-17-18-l 9 with 39.382 1 kilometer (km) of distance. 2019 Student Project NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/39445/1/39445.pdf Roslan, Saidatul Aisyah and Mohd Yatim, Siti Norhakimah and Sulaiman, Siti Sarah (2019) An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman. [Student Project] (Unpublished)
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mathematical statistics. Probabilities
Analytical methods used in the solution of physical problems
Algorithms
spellingShingle Mathematical statistics. Probabilities
Analytical methods used in the solution of physical problems
Algorithms
Roslan, Saidatul Aisyah
Mohd Yatim, Siti Norhakimah
Sulaiman, Siti Sarah
An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman
description Shortest path is a route that can be passed by the order picker with the least distance while order picker is a person who are assigned to travel along the aisle to collect the order. Meanwhile, shortest path for order picker achieve the worker that is assigned to complete their order picking list with optimal distance. It is one of the challenging tasks for the warehouse. This study focused on Floyd-Warshall Algorithm in finding the route of the order picker in finishing their item in the picking list. Every warehouse is extremely cost¬ conscious for each activity that run in there, and order picking is no exception. Most of the warehouse are still using human power in the order picking activities. Worker's fatigue can lead to delay of work and the consequences are lead to unhappy customer and require work overtime. Therefore, the worker need to work efficiently in order to reduce the bad effects. The objectives of this study are to construct the distance matrix and sequence matrix based on the network layout and to find the shortest path to collect the item in the warehouse. Based on the data collected, the distance matrices and sequence matrices are build referred through the layout that provided by the local automotive warehouse. Floyd¬ Warshall Algorithm is implemented after both matrices are done. This algorithm run in a software called Toolkit for Oracle (TORA) software. For the result, shortest path for the order pickers in iterations. The algorithm used can help the order picker to have the shortest path, but it have no direct path. The order picker need to identify which node to start and proceed the collecting process. The shortest path for the order picker is l-2-3-4-5-6-7-8-9- 10-l l-12-13-14-15-16-17-18-l 9 with 39.382 1 kilometer (km) of distance.
format Student Project
author Roslan, Saidatul Aisyah
Mohd Yatim, Siti Norhakimah
Sulaiman, Siti Sarah
author_facet Roslan, Saidatul Aisyah
Mohd Yatim, Siti Norhakimah
Sulaiman, Siti Sarah
author_sort Roslan, Saidatul Aisyah
title An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman
title_short An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman
title_full An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman
title_fullStr An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman
title_full_unstemmed An application of Floyd-Warshall Algortihm in finding shortest path of order picker in warehouse / Saidatul Aisyah Roslan, Siti Norhakimah Mohd Yatim and Siti Sarah Sulaiman
title_sort application of floyd-warshall algortihm in finding shortest path of order picker in warehouse / saidatul aisyah roslan, siti norhakimah mohd yatim and siti sarah sulaiman
publishDate 2019
url http://ir.uitm.edu.my/id/eprint/39445/1/39445.pdf
http://ir.uitm.edu.my/id/eprint/39445/
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score 13.18916