Abstract The water distribution system serves as a basic necessity for society. Due to its large size and involvement of various components, it is one the most expensive civil infrastructures thus demands optimization. Much work has been done reduce cost. However, with only objective, obtained solutions may not be practical implement. Thus, improving cost along efficiency network demand hour. p...