A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem

D López-Soto, F Angel-Bello, S Yacout… - Expert systems with …, 2017 - Elsevier
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 …

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 …

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 …

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 …

Learning criteria weights with TOPSIS method and continuous VNS for multi-criteria inventory classification

H Kaabi, K Jabeur, L Enneifar - Electronic Notes in Discrete Mathematics, 2015 - Elsevier
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 …

A genetic algorithm-based classification approach for multicriteria ABC analysis

H Kaabi, K Jabeur, T Ladhari - International Journal of Information …, 2018 - World Scientific
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 …

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 …

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 …

[PDF][PDF] A common weight linear optimization approach for multicriteria ABC inventory classification

SM Hatefi, SA Torabi - Advances in Decision Sciences, 2015 - pdfs.semanticscholar.org
Organizations typically employ the ABC inventory classification technique to have an
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 …