Revenue management using seat utilization programme : a Japanese restaurant case study.

Seat optimization is a tool widely used in restaurant revenue management. This study analyses data from a Japanese restaurant, using an optimization technology known as AIMMS to identify the potential for better seat utilization and higher revenue to be obtained. Leveraged on Linear Programming, a m...

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Main Authors: Ng, Eileen Yu Ting., Yip, Claire Kai Ling., Luong, Ha Thi Thu.
Other Authors: Nanyang Business School
Format: Final Year Project
Language:English
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/10356/48155
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-481552023-05-19T03:30:02Z Revenue management using seat utilization programme : a Japanese restaurant case study. Ng, Eileen Yu Ting. Yip, Claire Kai Ling. Luong, Ha Thi Thu. Nanyang Business School Chua Geoffrey Bryan Ang DRNTU::Business::Operations management Seat optimization is a tool widely used in restaurant revenue management. This study analyses data from a Japanese restaurant, using an optimization technology known as AIMMS to identify the potential for better seat utilization and higher revenue to be obtained. Leveraged on Linear Programming, a model was built to investigate if minimizing the number of empty seats at occupied tables engenders better seat utilization than the present First-Come-First-Serve practice. The results obtained coincide with our original prediction: by minimizing the number of empty seats at occupied tables, seat utilization improves from 1.05% to 15.13%, with an average increase of 5.78%. The augmentation of potential revenue to be generated as a result of more empty seats averages 2.32% of the current revenue generated by the FCFS practice, with the highest percentage change in potential revenue being 7.8% and the lowest at 0.40%. The study also conducts a sensitivity analysis to reflect a more realistic input of the restaurant’s demand. Similar results are obtained: higher seat utilization and higher potential revenue are recognized when the demand increases. BUSINESS 2012-03-19T05:56:52Z 2012-03-19T05:56:52Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/48155 en Nanyang Technological University 39 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Business::Operations management
spellingShingle DRNTU::Business::Operations management
Ng, Eileen Yu Ting.
Yip, Claire Kai Ling.
Luong, Ha Thi Thu.
Revenue management using seat utilization programme : a Japanese restaurant case study.
description Seat optimization is a tool widely used in restaurant revenue management. This study analyses data from a Japanese restaurant, using an optimization technology known as AIMMS to identify the potential for better seat utilization and higher revenue to be obtained. Leveraged on Linear Programming, a model was built to investigate if minimizing the number of empty seats at occupied tables engenders better seat utilization than the present First-Come-First-Serve practice. The results obtained coincide with our original prediction: by minimizing the number of empty seats at occupied tables, seat utilization improves from 1.05% to 15.13%, with an average increase of 5.78%. The augmentation of potential revenue to be generated as a result of more empty seats averages 2.32% of the current revenue generated by the FCFS practice, with the highest percentage change in potential revenue being 7.8% and the lowest at 0.40%. The study also conducts a sensitivity analysis to reflect a more realistic input of the restaurant’s demand. Similar results are obtained: higher seat utilization and higher potential revenue are recognized when the demand increases.
author2 Nanyang Business School
author_facet Nanyang Business School
Ng, Eileen Yu Ting.
Yip, Claire Kai Ling.
Luong, Ha Thi Thu.
format Final Year Project
author Ng, Eileen Yu Ting.
Yip, Claire Kai Ling.
Luong, Ha Thi Thu.
author_sort Ng, Eileen Yu Ting.
title Revenue management using seat utilization programme : a Japanese restaurant case study.
title_short Revenue management using seat utilization programme : a Japanese restaurant case study.
title_full Revenue management using seat utilization programme : a Japanese restaurant case study.
title_fullStr Revenue management using seat utilization programme : a Japanese restaurant case study.
title_full_unstemmed Revenue management using seat utilization programme : a Japanese restaurant case study.
title_sort revenue management using seat utilization programme : a japanese restaurant case study.
publishDate 2012
url http://hdl.handle.net/10356/48155
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