Implementation of an Intelligent Model for Decision Making Based on CBR for Supply Chain Solution in Retail for a Cluster of Supermarkets

Implementation of an Intelligent Model for Decision Making Based on CBR for Supply Chain Solution in Retail for a Cluster of Supermarkets

Adrian F. Loera-Castro, Jaime Sanchez, Jorge Restrepo, Angel Fabián Campoya Morales, Julian I. Aguilar-Duque
ISBN13: 9781522581314|ISBN10: 1522581316|EISBN13: 9781522581321
DOI: 10.4018/978-1-5225-8131-4.ch021
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MLA

Loera-Castro, Adrian F., et al. "Implementation of an Intelligent Model for Decision Making Based on CBR for Supply Chain Solution in Retail for a Cluster of Supermarkets." Handbook of Research on Metaheuristics for Order Picking Optimization in Warehouses to Smart Cities, edited by Alberto Ochoa Ortiz-Zezzatti, et al., IGI Global, 2019, pp. 381-397. https://doi.org/10.4018/978-1-5225-8131-4.ch021

APA

Loera-Castro, A. F., Sanchez, J., Restrepo, J., Morales, A. F., & Aguilar-Duque, J. I. (2019). Implementation of an Intelligent Model for Decision Making Based on CBR for Supply Chain Solution in Retail for a Cluster of Supermarkets. In A. Ochoa Ortiz-Zezzatti, G. Rivera, C. Gómez-Santillán, & B. Sánchez–Lara (Eds.), Handbook of Research on Metaheuristics for Order Picking Optimization in Warehouses to Smart Cities (pp. 381-397). IGI Global. https://doi.org/10.4018/978-1-5225-8131-4.ch021

Chicago

Loera-Castro, Adrian F., et al. "Implementation of an Intelligent Model for Decision Making Based on CBR for Supply Chain Solution in Retail for a Cluster of Supermarkets." In Handbook of Research on Metaheuristics for Order Picking Optimization in Warehouses to Smart Cities, edited by Alberto Ochoa Ortiz-Zezzatti, et al., 381-397. Hershey, PA: IGI Global, 2019. https://doi.org/10.4018/978-1-5225-8131-4.ch021

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Abstract

The latter includes customizing the user interface, as well as the way the system retrieves and processes cases afterward. The resulting cases may be shown to the user in different ways, and/or the retrieved cases may be adapted. This chapter is about an intelligent model for decision making based on case-based reasoning to solve the existing problem in the planning of distribution in the supply chain between a distribution center and a chain of supermarkets. First, the authors mentioned the need for intelligent systems in the decision-making processes, where they are necessary due to the limitations associated with conventional human decision-making processes. Among them, human experience is very scarce, and humans get tired of the burden of physical or mental work. In addition, human beings forget the crucial details of a problem, and many of the times are inconsistent in their daily decisions.

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