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Computer modeling of protein-ligand interactions is one of the most important phases in a drug design process. The core part of this modeling is a resolution of a global unconstrained optimi- zation problem. This paper presents a comparative computational experiments aimed at studying the efficiency of the different optimi- zation methods applied to the docking problem. We present experi- mental results for different optimization algorithms and draw conclu- sions about their efficiency.