In circuit partitioning problem, work on vertex ordering have used to get good results for k-way partitioning. Body of work constructs a partitioning by first consturcting a vertex ordering, then splitting it. We present a re-placement algorithm for enhanced results by replacing and splitting the cllusters repeatedly. Experimental results on several circuits show that our approach achieves enhancement.