Abstract Scheduling jobs on identical machines is a situation frequently encountered in various manufacturing systems. In this paper, a new Coupled Transiently Chaotic Neural Network (CTCNN) is put forward to solve identical parallel machines scheduling. A mixed integer programming model of this problem is transformed into a CTCNN computation architecture… (More)