Choose the best suppliers with a decision support system based on self-organizing neural networks in Oil Projects
Subject Areas :
Meysam Jafari Eskandari
1
*
,
mostafa yousefi
2
1 -
2 -
Keywords: SOM, supplier selection, AHP, Decision Support System,
Abstract :
One of the most essential activities to create the appropriate supply chain is supplier selection process. The system must be capable of providing buyer's requirements in terms of quality products, at affordable prices and at the appropriate time and volume. The nature of these decisions is usually complex and unstructured. In this study, self-organizing neural networks for decision making for the supplier selection decision is provided in a decision support system environment. Using self-organizing neural networks as a clustering techniques, suppliers clustered. new supplier standards compared with spikes winner and will decide on accepting or rejecting provider. The output of the model is supplier selection and evaluation by appropriate conditions for new suppliers.
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