The alienating process (AP) is an important step in p-nitro aniline production. This paper presented an intelligent optimization control system (IOCS) to implement the modeling, optimization, and control of the AP by improved back-propagation neural networks, c-means clustering, genetic and chaos approaches. The results of actual runs demonstrate the validity of the system.