Multi-core systems are outperforming nowadays.Therefore, various computing paradigms are intrinsically incorporated in the multicore domain to exploit its potential and solve well known computing problems.Parameter tuning is a well-known computing problem in the field of Multicore domain.Addressing the said hurdle would leverage in the performance enhancement of Multicore systems.Various efforts in this direction have been made through the conventional parameter tuning algorithms in a limited scope; however, the p…