In this paper, we present a facility layout planning method based on Al search techniques and on a set of rules and criteria called AILAY. This method may be classified as a combined constructive and improvement layout planning method, and the development and selection of its search rules and criteria are based on problem-specific knowledge. We also present the main test results and conclusions about the performance and robustness of AILAY and each of its search rules