Optimization of Vegetable Restocking and Pricing Strategies for Innovating Supermarket Operations Utilizing a Combination of ARIMA, LSTM, and FP-Growth Algorithms
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Aggarwal, A. & Cook, A.J. & Jiao, J. & Seguin, R.A. & Moudon, A.V. & Hurvitz, P.M. & Drewnowski, A., 2014. "Access to supermarkets and fruit and vegetable consumption," American Journal of Public Health, American Public Health Association, vol. 104(5), pages 917-923.
- Mark Chiang & Boris Mirkin, 2010. "Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster Spreads," Journal of Classification, Springer;The Classification Society, vol. 27(1), pages 3-40, March.
- Rabbani, Masoud & Pourmohammad Zia, Nadia & Rafiei, Hamed, 2016. "Joint optimal dynamic pricing and replenishment policies for items with simultaneous quality and physical quantity deterioration," Applied Mathematics and Computation, Elsevier, vol. 287, pages 149-160.
- Li Jia & Jing Zhang & Guanghua Qiao, 2022. "Scale and Environmental Impacts of Food Loss and Waste in China—A Material Flow Analysis," IJERPH, MDPI, vol. 20(1), pages 1-21, December.
- Tamíris Pacheco da Costa & James Gillespie & Xavier Cama-Moncunill & Shane Ward & Joan Condell & Ramakrishnan Ramanathan & Fionnuala Murphy, 2022. "A Systematic Review of Real-Time Monitoring Technologies and Its Potential Application to Reduce Food Loss and Waste: Key Elements of Food Supply Chains and IoT Technologies," Sustainability, MDPI, vol. 15(1), pages 1-27, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Qi Chen & Qi Xu & Wenjie Wang, 2019. "Optimal Policies for the Pricing and Replenishment of Fashion Apparel considering the Effect of Fashion Level," Complexity, Hindawi, vol. 2019, pages 1-12, February.
- Buisman, M.E. & Haijema, R. & Bloemhof-Ruwaard, J.M., 2019. "Discounting and dynamic shelf life to reduce fresh food waste at retailers," International Journal of Production Economics, Elsevier, vol. 209(C), pages 274-284.
- Antonella Pireddu & Angelico Bedini & Mara Lombardi & Angelo L. C. Ciribini & Davide Berardi, 2024. "A Review of Data Mining Strategies by Data Type, with a Focus on Construction Processes and Health and Safety Management," IJERPH, MDPI, vol. 21(7), pages 1-26, June.
- J. Fernando Vera & Rodrigo Macías, 2021. "On the Behaviour of K-Means Clustering of a Dissimilarity Matrix by Means of Full Multidimensional Scaling," Psychometrika, Springer;The Psychometric Society, vol. 86(2), pages 489-513, June.
- Catalina Cruz-Piedrahita & Francisco-Javier Martinez-Carranza & Maria Mar Delgado-Serrano, 2024. "A Multidimensional Approach to Understanding Food Deserts in Vulnerable Contexts," Sustainability, MDPI, vol. 16(3), pages 1-19, January.
- Gregory S. Macfarlane & Emma Stucki & Alisha H. Redelfs & Lori Andersen Spruance, 2022. "Beyond Proximity: Utility-Based Access from Location-Based Services Data," IJERPH, MDPI, vol. 19(19), pages 1-16, September.
- Sara Dolnicar & Friedrich Leisch, 2017. "Using segment level stability to select target segments in data-driven market segmentation studies," Marketing Letters, Springer, vol. 28(3), pages 423-436, September.
- Muhamad Rizki & Muhammad Zudhy Irawan & Puspita Dirgahayani & Prawira Fajarindra Belgiawan & Retno Wihanesta, 2022. "Low Emission Zone (LEZ) Expansion in Jakarta: Acceptability and Restriction Preference," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
- Kristen Cooksey Stowers & Qianxia Jiang & Abiodun T. Atoloye & Sean Lucan & Kim Gans, 2020. "Racial Differences in Perceived Food Swamp and Food Desert Exposure and Disparities in Self-Reported Dietary Habits," IJERPH, MDPI, vol. 17(19), pages 1-14, September.
- Xiaowei Cai & Richard Volpe & Christiane Schroeter & Lisa Mancino, 2018. "Food retail market structure and produce purchases in the United States," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 756-770, October.
- Yasamin Shaker & Sara E. Grineski & Timothy W. Collins & Aaron B. Flores, 2023. "Redlining, racism and food access in US urban cores," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 40(1), pages 101-112, March.
- Rini & Priyamvada & Chandra K. Jaggi, 2021. "Sustainable and flexible production system for a deteriorating item with quality consideration," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 12(5), pages 951-960, October.
- Taiyang Zhong & Zhenzhong Si & Jonathan Crush & Zhiying Xu & Xianjin Huang & Steffanie Scott & Shuangshuang Tang & Xiang Zhang, 2018. "The Impact of Proximity to Wet Markets and Supermarkets on Household Dietary Diversity in Nanjing City, China," Sustainability, MDPI, vol. 10(5), pages 1-18, May.
- Jwaher Haji Alhaji & Ghareeb O. Alshuwaier & Nouf Sahal Alharbi & Abdulrahman I. Alaqil & Nora Majed BinSultan & Wadi B. Alonazi, 2021. "Translation and Validation of the Arabic Version of the Capability Assessment for Diet and Activity (CADA) Questionnaire in Saudi University Employed Women," IJERPH, MDPI, vol. 18(12), pages 1-9, June.
- Kim, Gwang & Moon, Ilkyeong, 2021. "Integrated planning for product selection, shelf-space allocation, and replenishment decision with elasticity and positioning effects," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
- Everitt, Haley & van der Werf, Paul & Seabrook, Jamie A. & Wray, Alexander & Gilliland, Jason A., 2022. "The quantity and composition of household food waste during the COVID-19 pandemic: A direct measurement study in Canada," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
- Jaehong Yu & Hua Zhong & Seoung Bum Kim, 2020. "An Ensemble Feature Ranking Algorithm for Clustering Analysis," Journal of Classification, Springer;The Classification Society, vol. 37(2), pages 462-489, July.
- Zhao, Yan & Li, Yanhui & Yao, Qi & Guan, Xu, 2023. "Dual-channel retailing strategy vs. omni-channel buy-online-and-pick-up-in-store behaviors with reference freshness effect," International Journal of Production Economics, Elsevier, vol. 263(C).
- Cui, Ligang & Deng, Jie & Liu, Rui & Xu, Dongyang & Zhang, Yajun & Xu, Maozeng, 2020. "A stochastic multi-item replenishment and delivery problem with lead-time reduction initiatives and the solving methodologies," Applied Mathematics and Computation, Elsevier, vol. 374(C).
- Dogan Gursoy & Anna Maria Parroco & Raffaele Scuderi, 2013. "An Examination of Tourist Arrivals Dynamics Using Short-Term Time Series Data: A Space—Time Cluster Approach," Tourism Economics, , vol. 19(4), pages 761-777, August.
More about this item
Keywords
optimizing restocking and pricing strategies; K-means++ clustering; ARIMA model; LSTM model; FP-Growth algorithm;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:12:y:2024:i:7:p:1054-:d:1368059. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.