Improved Ant Colony Optimization towards Robust Ensemble Co-Clustering Algorithm (IACO-RECCA) for Enzyme Clustering

This research work intends to propose a system with Improved Ant Colony Optimization (IACO) based on enhanced preprocessing method for enzyme clustering. A powerful optimization system is proposed in this research work initially deals with the enhanced principal component analysis. At that point the target function for the co-clustering troupe towards application to enzyme clustering is presented. An optimization technique for spectral co-clustering ensemble algorithm is described with constructive mathematical modeling. The proposed algorithm (IACO-RECCA) is capable enough to perform co-clustering with the objective function as the primary component. Simulation results proved that the proposed mechanism IACO-RECCA performs better in terms of accuracy and computation time.