Heat Exchanger Network (HEN) synthesis is primarily formulated as a mixed integer non-linear programming (MINLP) problem based on method of stage-wise superstructure (SWS). Approaches to obtain an optimal HEN configuration can adopt deterministic algorithms. But, large scale problem, it difficult solve due the complexities arisen from nonlinearities SWS. To overcome model nonlinearities, stocha...