An efficient Lagrangian-based heuristic to solve a multi-objective sustainable supply chain problem

•Designs an efficient Lagrangian matheuristic for a sustainable supply chain problem.•The multi-objective problem has economic, environmental and societal goals.•Competitive with the state-of-the-art exact multi-objective method.•Significantly faster than the exact method.