Research on Station Balance of Robot Production Line Based on Improved Double Population Genetic Algorithm

Author:

Zhou Zheng,Meng Qingyu,Du Lifeng,Wang Xin,Liu Yang

Abstract

Abstract Aim to solve the balance problem of robot production line, an improved double population genetic algorithm is proposed. The priority relation of production process is treated as the constraint condition, the selection function of crossover probability and mutation probability is designed according to the individual fitness of the population. Then the beat optimization algorithm is used to optimize the production rhythm of a switch shell welding line. The simulation result show that the balance rate of this robot welding line is improved and the production rhythm is optimized.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference7 articles.

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3. Temperature Control Technology of Hot Working Production Line with Time Delay Characteristics [J];Zuying,2014

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1. Research on Stiffness optimization of Robot Grasping System Based on Improved Intelligent Algorithm;2023 World Conference on Communication & Computing (WCONF);2023-07-14

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