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In this paper, an improved gravitational search algorithm, revolving gravitational search algorithm (RGSA) is proposed. RGSA optimizes the selection of in GSA by importing revolving operator, lets agents not included in have opportunity to influence other agents’ movement. RGSA could further exploit potential districts and strengthen the ability of exploration than GSA. Experiments confirm the high efficiency of RGSA. Keywords—gravitational search algorithm; exploration; exploitation; revolving operator

RGSA: A New Improved Gravitational Search Algorithm