10.34820/FK2/AUZLXG Purba Daru Kusuma(Telkom University)Ratna Astuti Nugrahaeni(Telkom University) Telkom University Dataverse 2022 doi:10.34820/FK2/AUZLXG/EL3UN9 This work proposes a metaheuristic algorithm that modifies the marine predator algorithm (MPA), namely, the stochastic marine predator algorithm with multiple candidates (SMPA-MC). The modification is conducted in several aspects. The proposed algorithm replaces the three fixed equal size iteration phases with linear probability. Unlike the original MPA, in this proposed algorithm, the selection between exploration and exploitation is conducted stochastically during iteration. DARU KUSUMA, PURBA(fakultas teknik elektro - rekayasa komputer)