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带二维装箱约束的团队定向问题模型及优化算法 被引量:3

Model of Team Orienteering Problem with Two-Dimensional Loading Constraint and Its Optimization Algorithm
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摘要 研究了在车辆服务资源有限、货物有特殊装载要求和其他因素影响下,为了能获得最大效益而采取特殊物流配送的问题——带二维装箱约束的团队定向问题。在对该问题进行明确定义基础上,建立了相应的数学模型;针对模型特点,设计了以遗传算法为框架,利用基于BLF的算法确保二维装箱约束的模型启发式算法。数值算例验证了算法的有效性。 Taking the limited vehicle service resources, special goods loading requirements and other factors into account, a special logistic problem to maximize the profit -- a team orienteering problem with two-dimensional loading constraint was studied. On the base of clear definition of the above problem, a corresponding mathematic model was established. Aiming at the model characteristics, a heuristic algorithm was designed, which took the genetic algorithm as a framework and made use of BLF algorithm to ensure two-dimensional loading constraint model. Numerical studies verify the effectiveness of the proposed algorithm.
作者 彭勇 宋其勤
出处 《重庆交通大学学报(自然科学版)》 CAS 北大核心 2016年第3期141-146,182,共7页 Journal of Chongqing Jiaotong University(Natural Science)
关键词 交通运输工程 团队定向问题 二维装箱约束 遗传算法 traffic and transportation engineering team orienteering problem two-dimensional loading constraint GA
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