I. Introduction
Multi-agent systems (MASs) means that multiple agents complete tasks through collaboration, which has the char-acteristics of high efficiency and low power consumption, and has been widely concerned by experts and scholars. The aim of containment control is to get all followers to predetermined positions that exist in a convex shell constructed by some leaders [1]–[4]. Moreover, compared with linear system [5], nonlinear system [6] can accurately describe the dynamic model and complex dynamic characteristics of me-chanical structure of physical engineering system in variable environment. For highly uncertaint nonlinear systems, the intelligent control method eliminates complex modeling by applying fuzzy logic system (fls) to deal with uncertainties, thus effectively simplifying the control process [7]–[9].