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Based on the assessment, systematic layout planning (SLP) is selected as the most suitable LT and its implementation isĮlaborated in detail. The obtained similarity of rankings between TOPSIS and COPRAS is 71.42% and the difference is 28.58%. A framework involving value stream mapping and plant layout through TOPSIS and COPRAS approaches to find the best possible LTs for an automotive accessories manufacturing plant is developed and assessed in this research. The goal of the present research is to address LTs selection problem through two commonly used multi-criteria decision making approaches, namely the technique for order preference by similarity to ideal solution (TOPSIS) and complex proportional assessment(COPRAS). Similarity in prioritization of lean tools (LTs) by different frameworks on the same problem is a point of contention. Annals of Data Science (2016), pp.1-18.Kumar, M.B., Antony, J., Cudneyd, E., Furterere S.L., Garza-Reyes, J. "Ranking of Classification Algorithms in Terms of A-TOPSIS - an approach based on TOPSIS for ranking evolutionary algorithms.

Yoon, Multiple Attributes Decision Making Methods and Applications, Springer-Verlag, Berlin, 1981.įor more information about A-TOPSIS, please, refer to: 6459-6468įor more information about TOPSIS, please, refer to: A study of TODIM in a intuitionistic fuzzy and random environment,Įxpert Systems with Applications, Expert Systems with Applications 40, (2013), pp. Impacts Foundations of Computing and Decision Sciences, 16 (4) (1992), pp. TODIM: Basics and application to multicriteria ranking of projects with environmental For more information about TODIM, please, refer to: Updated decribed by Lourenzutti and Khroling (2013), since the original algorithm seems to be broken for some cases. However, for TODIM algorithm, we included the ReferencesĪll implementations follow the standard approach described in the paper. Refer to their paper linked in the references section. However, to understand how the algorithms work, you must To run it, you must run the pytest commandĪll methods are documented using the docstring format.

test: as the name suggest, it contains the unit test for each method.src: it contains the Python package with the implementation for each method.Use it to understand how to use them 🧑‍🏫 examples: this folder contains an example for each algorithm.