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In this work, we introduce a heuristic method labeled as clustering-based simultaneous neighborhood search (CSNS) to solve the suggested 2E-LRP-MS issue. The proposed CSNS considers the probabilistic mechanism and k-means clustering algorithm for facility selection, multiple area search to create the routing answer, and local searches for optimizing the routing solution. Experimental outcomes emphasize the flexibility advantage of 2E-LRP-MS over 2E-LRP models while the s