Abstract Differential evolution (DE) is a robust optimizer designed for solving complex domain research problems in the computational intelligence community. In the present work. a multi-hybrid DE (MHDE) is proposed for improving the overall working capability of the algorithm without compromising the solution quality. Adaptive parameters. https://cosmeticssquadets.shop/product-category/mouthpiece/