This course provides students with a set of advanced techniques for use in location analysis of commercial activities. The course is divided into two parts. Part I deals with analysis of market conditions and the business environment. Part II focuses on a variety of techniques related to site selection, trade area analysis, sales forecasting, and network planning for the optimization of a commercial chain. The modes of delivery include lectures, labs, and class discussion.