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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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 |
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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. |
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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. |
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Nanyang Business School |
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Nanyang Business School Ng, Eileen Yu Ting. Yip, Claire Kai Ling. Luong, Ha Thi Thu. |
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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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1770566821996396544 |