This paper proposes a comparison between several algorithms, Sequential Quadratic Programming (SQP) technique [4], An Artificial Bee Colony (ABC) Algorithm [5], Genetic Algorithm (GA) [6], Grey Wolf Algorithm [7] and propose Self Adaptive Grey Wolf Algorithm for a minimum-time trajectory of robot manipulator.