International Journal of Management and Sustainability 2306-9856 2306-0662 10.18488/journal.11.2019.82.98.110 International Journal of Management and Sustainability Supplier Selection and Optimization of Supply Chains International Journal of Management and Sustainability International Journal of Management and Sustainability 02-2019 2019 02-2019 02-2019 8 2 98 110 25 Jan 2019 22 Apr 2019 Supplier selection is one of the most important components of supply chain management. The main objective of this exercise is to select best suppliers based on different criteria. Those criteria are often closely related with sustainability and are set by the decision-maker. Hence, the objective of this paper is to integrate sustainability and decision-making. The sustainability aspect of the model includes economic, environmental and social dimensions and strategic level of decision-making criteria. The methodology used in this paper is mathematical modeling and the problem is formulated as mixed integer linear programming. The integration of sustainability and supplier selection is presented on an illustrative example of a bio-fuel supply chain. The best multi-objective solution is obtained using the weighting sum method. The study indicates that the integration of several sustainability aspects and supplier selection can be useful for decision making process. The main contribution of this work is the integration of supplier selection with the sustainability of supply chains.