A learning management system (LMS) provides the platform for web-based learning environment by enabling the management, delivery, tracking of learning, testing, communication, registration process and scheduling. There are many LMS systems on the market that can be obtained for free or through payment. It has now become an important task to choose the correct LMS for a web-based education course. This paper has described a computer aided system developed by the author that can be used to evaluate LMSs and choose the best one satisfying the requirements. The system demands using artificial intelligence methods and decision making procedures to help users in evaluating LMS. The system is designed and programmed using the MS-Visual Studio .NET and its database is designed using MS-SQL Server. The system developed by the author can carry out the evaluation process easily, efficiently, with little effort, instantly, and with no errors. (Contains 4 figures.)