Online retailing companies such as Amazon need to have access to a huge network of inventories in various locations in order to ship their products in a timely fashion to their customers. In the last few years, due to the expansion of the services (such as Amazon Prime) and the introduction of new services (such as Amazon Prime Now), the importance of effectively selecting the location of new warehouses and/or choosing the right local warehouse to work with has dramatically increased