Abstract The location selection (LS) problem identifies an optimal site to place a new facility such that its influence on given objects can be maximized. With the proliferation of GPS-enabled mobile devices, LS studies have made progress for moving objects. However, state-of-the-art techniques over assume has no competitor, which is too restrictive and unrealistic real-world business. In this ...