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基于负载均衡的快递分拨中心AGV系统优化方法 被引量:1
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作者 田帅辉 何娅 《北京邮电大学学报》 EI CAS CSCD 北大核心 2024年第2期130-136,共7页
针对自动引导车(AGV)在快递分拨中心应用中出现的路网负载失衡问题,建立了负载均衡的多目标分层模型。首先,采用加入转弯代价的A~*算法进行预处理,引入节点负载代价;其次,以最小路径代价和最大负载均衡程度为优化目标,在改进的A~*算法... 针对自动引导车(AGV)在快递分拨中心应用中出现的路网负载失衡问题,建立了负载均衡的多目标分层模型。首先,采用加入转弯代价的A~*算法进行预处理,引入节点负载代价;其次,以最小路径代价和最大负载均衡程度为优化目标,在改进的A~*算法中加入负载代价以获得评价函数值,形成混合遗传算法,从而实现对投递口布局的优化;最后,基于栅格环境进行了仿真实验。实验结果表明,采用所提模型优化快递分拨中心的投递口布局,能够有效地均衡路网负载。 展开更多
关键词 快递分拨中心 自动导引车 路网负载均衡 布局优化 遗传算法
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Load balancing strategy of heterogeneous wireless networks based on multi-hop routing algorithm of ad hoc network 被引量:1
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作者 裴雪兵 朱光喜 《High Technology Letters》 EI CAS 2009年第1期44-50,共7页
Because of different system capacities of base station (BS) or access point (AP) and ununiformity of traffic distribution in different cells, quantities of new call users may be blocked in overloaded cell in commu... Because of different system capacities of base station (BS) or access point (AP) and ununiformity of traffic distribution in different cells, quantities of new call users may be blocked in overloaded cell in communication hot spots. Whereas in some neighboring under-loaded cells, bandwidth may be superfluous because there are only few users to request services. In order to raise resource utilization of the whole heterogeneous networks, several novel load balancing strategies are proposed, which combine the call ad- mission control policy and multi-hop routing protocol of ad-hoc network for load balancing. These loadbalancing strategies firstly make a decision whether to admit a new call or not by considering some parameters like load index and route cost, etc., and then transfer the denied users into neighboring under-loaded cell with surplus channel according to optimum multi-hop routing algorithm. Simulation results show that the proposed load balancing strategies can distribute traffics to the whole heterogeneous wireless netorks, improve the load balance index efficiently, and avoid the call block phenomenon almost absolutely. 展开更多
关键词 load balancing multi-hop routing algorithm call admission control heterogeneous wireless networks
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