Method and system for train periodic message scheduling based on multi-objective evolutionary algorithm

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United States of America Patent

PATENT NO 11875271
APP PUB NO 20210089929A1
SERIAL NO

17024917

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Abstract

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The present invention provides a method and a system for train periodic message scheduling based on a multi-objective evolutionary algorithm, relating to the field of information and communications technology, mainly including: acquiring an MVB periodic message table; binary encoding the MVB periodic message table and initializing it randomly, to generate an iterative population; performing crossover and mutation operations on the individuals of the iterative population using a genetic algorithm, to update the iterative population; constructing an MVB periodic scheduling table that meets scheduling needs and minimizes the macro cycle according to a multi-objective algorithm and the updated iterative population; scheduling train periodic messages according to the MVB periodic scheduling table, thereby meeting the real-time requirement of periodic data transmission in actual scheduling scenarios.

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Patent Owner(s)

Patent OwnerAddress
XIANGTAN UNIVERSITYXIANGTAN UNIVERSITY YANGGUTANG STREET YUHU DISTRICT XIANGTAN CITY HUNAN PROVINCE XIANGTAN CITY HUNAN PROVINCE 411105

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Shengqi Xiangtan, CN 3 1
Li, Haibo Xiangtan, CN 146 844
Pei, Tingrui Xiangtan, CN 2 1
Yang, Qite Xiangtan, CN 1 0
Yang, Shengxiang Xiangtan, CN 2 1
Yang, Xiao Xiangtan, CN 235 1943
Zheng, Jinhua Xiangtan, CN 9 3
Zou, Juan Xiangtan, CN 8 3

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