Formulation development, modeling and optimization of emulsification process using evolving RSM coupled hybrid ANN-GA framework

- A novel framework for emulsification process formulation and optimization is proposed.
- An integrated modeling approach of GA-BPANN coupled with RSM-BBD is introduced.
- Compared to conventional models, the hybrid GA coupled with BPANN is more resilient.
- The proposed hybrid model is efficient for optimization of emulsification process.
- The proposed approach reduced time, surfactant quantity and energy expenditure.