Scheduling for Multi-Electric Detecting Satellite Using the Genetic Algorithm Controlled by Fuzzy logic

摘要：

In this paper,we propose a scheduling algorithm FL-GA based on fuzzy controlled genetic algorithm to solve the NP-hard Multi-electro-magnetic detection satellites scheduling problem (MuEDSSP in short).Two controllers in our scheduling scheme are used to adaptively adjust the crossover and mutation probabilities based on the average fitness and diversity of population.We conduct some simulation experiments to compare our proposed algorithm FL-GA with the popular existing Genetic algorithm with fixed parameters.Simulation results show the effectiveness of FL-GA despite spending more time.

关键词： Elecro-magnetic Deletion Satelitet fuzzy logic genetic algorithm scheduling problem

作者: Dishan Qiu Xiaomin Zhu Wei Huang

作者单位: Science and Technology on Information Systems Engineering Laboratory National University of Defense Technology Changsha,P.R.China

会议类型: 国际会议

会议名称: 2011 3rd International Conference on Computer and Network Technology(ICCNT 2011)(2011第三届IEEE计算机与网络技术国际会议)

会议地点: 太原

会议语种:英文

页码: 358-361

在线出版日期: 2011-02-26（万方平台首次上网日期，不代表论文的发表时间）