This document presents an experimental analysis to optimize the process parameters of friction stir welding (FSW) for aluminum alloy AA6082. The researchers conducted FSW experiments using different combinations of tool rotation speed, tilt angle, and welding speed. Tensile strength results of the welded joints were analyzed using Taguchi methods and particle swarm optimization to determine the optimal parameter settings. Specifically, a central composite design was used with three factors at three levels each to evaluate the effects of the FSW parameters on tensile strength. The goal of the research was to develop relationships between FSW variables and tensile/yield strength and identify the best settings for maximizing strength in single and multi-pass welds of AA6082 aluminum alloy.