In collaboration with Payame Noor University and the Iranian Society of Instrumentation and Control Engineers
Optimization & Operations Research
A Consumer-Centric Optimization Framework for Reverse Supply Chains Integrating FMEA and Deep Learning

Niousha Zeidyahyaee; Sajjad Shokouhyar; Alireza Motameni

Volume 11, Issue 2 , May 2026, , Pages 121-152

https://doi.org/10.30473/coam.2026.76472.1359

Abstract
  This study develops a mathematically informed optimization framework for decision-making in reverse supply chain management, with an application to Apple’s MacBook product line. The proposed framework integrates Failure Mode and Effects Analysis (FMEA) with deep learning, based sentiment analysis ...  Read More

A Consumer-Centric Optimization Framework for Reverse Supply Chains Integrating FMEA and Deep Learning