... benchmark. Originality/value The proposed algorithm improves the performance of the PSO based on the self‐adaptation strategy. Thus, it can actually resolve hard functions which introduces noisy and shifted functions. new self‐adaptive acceleration coefficients; and a novel parameter, to tune...