A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem
In this paper we deal with the problem of designing a classifier able to learn the
classification of existing units in inventory and then use it to classify new units according to …
classification of existing units in inventory and then use it to classify new units according to …
Multiple criteria inventory classification based on principal components analysis and neural network
Q Lei, J Chen, Q Zhou - International Symposium on Neural Networks, 2005 - Springer
The paper presents two methods for ABC classification of stock keeping units (SKUs), The
first method is to apply principal components analysis (PCA) to classify inventory. The …
first method is to apply principal components analysis (PCA) to classify inventory. The …
Multi-criteria inventory ABC classification using Gaussian Mixture Model
FM Zowid, MZ Babai, MR Douissa, Y Ducq - IFAC-PapersOnLine, 2019 - Elsevier
ABC classification is a technique widely used by companies to deal with inventories
consisting of very large numbers of distinct stock keeping units. Single-criterion ABC …
consisting of very large numbers of distinct stock keeping units. Single-criterion ABC …
An improvement to multiple criteria ABC inventory classification
A Hadi-Vencheh - European Journal of Operational Research, 2010 - Elsevier
In this paper we presented an extended version of the Ng-modelg [WL Ng, A simple
classifier for multiple criteria ABC analysis, European Journal of Operational Research 177 …
classifier for multiple criteria ABC analysis, European Journal of Operational Research 177 …
Learning criteria weights with TOPSIS method and continuous VNS for multi-criteria inventory classification
The ABC analysis is a well-known methodology used in inventory management to classify
inventory items into three predefined and ordered categories A, B and C: category A …
inventory items into three predefined and ordered categories A, B and C: category A …
A genetic algorithm-based classification approach for multicriteria ABC analysis
ABC analysis is a widespread classification technique designed to manage inventory items
in an effective way by relaxing controls on low valued items and applying more rigorous …
in an effective way by relaxing controls on low valued items and applying more rigorous …
A non-compensatory classification approach for multi-criteria ABC analysis
MR Douissa, K Jabeur - Soft Computing, 2020 - Springer
ABC analysis is a widespread inventory management technique designed to classify
inventory items—based on their weighted scores—into three ordered categories A, B and C …
inventory items—based on their weighted scores—into three ordered categories A, B and C …
A genetic algorithm for multicriteria inventory classification
DW Pearson, NC Steele, RF Albrecht… - Artificial Neural Nets and …, 1995 - Springer
One of application areas of the genetic algorithms is parameter optimization. This paper
addresses the problem of optimizing a set of parameters that represent the weights of …
addresses the problem of optimizing a set of parameters that represent the weights of …
[PDF][PDF] A common weight linear optimization approach for multicriteria ABC inventory classification
Organizations typically employ the ABC inventory classification technique to have an
efficient control on a huge amount of inventory items. The ABC inventory classification …
efficient control on a huge amount of inventory items. The ABC inventory classification …
A novel approach based on combining ANFIS, genetic algorithm and fuzzy c-means methods for multiple criteria inventory classification
E Isen, S Boran - Arabian Journal for Science and Engineering, 2018 - Springer
Multi-criteria inventory classification (MCIC) is a widely used inventory classification method
that groups inventory items with respect to several criteria, in order to facilitate their …
that groups inventory items with respect to several criteria, in order to facilitate their …