Abstract This paper proposes an enhancement to the Harris’ Hawks Optimisation (HHO) algorithm. Firstly, enhanced HHO (EHHO) model is developed solve single-objective optimisation problems (SOPs). EHHO then further extended a multi-objective (MO-EHHO) (MOPs). In EHHO, nonlinear exploration factor formulated replace original linear method, which improves capability and facilitate transition from ...