We present a Monte Carlo method to estimate microcanonical entropy of interacting self avoiding walks (ISAWs) employing blind, myopic and discerning ant algorithms. We also propose a flat energy histogram model for discerning ant algorithm for studying coilglobule transition of linear homopolymers.