A new support vector model-based imperialist competitive algorithm for time estimation in new product development projects

► Proposing a new support vector model to capture data patterns of time intervals. ► Employing imperialist competitive algorithm to optimize the parameters of SVR. ► Presenting a real case study in a manufacturing industry in the NPD environment. ► Providing a comparison between the proposed model and conventional techniques.