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    唐国磊

    • 副教授     博士生导师   硕士生导师
    • 主要任职:PhD supervisor
    • 性别:男
    • 毕业院校:大连理工大学
    • 学位:博士
    • 所在单位:水利工程系
    • 学科:港口、海岸及近海工程
    • 办公地点:综合实验3#410室
    • 联系方式:tangguolei@dlut.edu.cn
    • 电子邮箱:tangguolei@dlut.edu.cn

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    Dynamic robustness analysis of container marine transportation network using improved ACO approach

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    论文类型:会议论文

    发表时间:2010-01-01

    收录刊物:EI、Scopus

    页面范围:333-338

    摘要:The robustness of container marine transportation network (CMTN) has tremendous effects in functioning and security of international shipping and logistics. Therefore, this paper investigates the dynamic robustness of CMTN against random and intentional attacks. We first present a CMTN reconfiguration model for dynamic robustness analysis, which reconfigures a CMTN structure according to types of attacks while minimizing the total cost of CMTN. Secondly an improved Ant Colony Optimization (ACO) is proposed by importing crossover operators into a coarse-grained parallel ACO algorithm to solve the model. Thirdly dynamic robustness of CMTN is defined on the basis of complex network theory. Finally, its application to practical regional CMTN is presented to identify the CMTN robustness using the proposed ACO. The results indicate that the proposed ACO is suitable for solving CMTN problem, and CMTN is a random network but with scale-free characteristics, and better robustness against random and intentional attacks.