An Improved Cockroach Swarm Optimization

An Improved Cockroach Swarm Optimization

Blog Article

Hunger component is introduced to the existing cockroach swarm optimization (CSO) algorithm Swimwear to improve its searching ability and population diversity.The original CSO was modelled with three components: chase-swarming, dispersion, and ruthless; additional hunger component which is modelled using partial differential equation (PDE) method is included in this paper.An improved cockroach swarm optimization (ICSO) is proposed in this paper.The performance of the proposed algorithm is tested on well known benchmarks and compared with the existing CSO, modified cockroach swarm optimization (MCSO), roach infestation optimization RIO, and hungry roach infestation Soccer - Clothing Mens Bottoms - Shorts optimization (HRIO).

The comparison results show clearly that the proposed algorithm outperforms the existing algorithms.