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A Heuristic Algorithm for QoS Multicast Routing
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作者 Li Layuan & Li Chunlin Department of Computer Science, Wuhan University of Technology, Wuhan 430063, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2002年第4期73-78,共6页
In recent years, QoS multicast routing has continued to be a very important research topic in the areas of networks. This paper presents a heuristic algorithm for the QoS multicast routing (HAQMR). This heuristic algo... In recent years, QoS multicast routing has continued to be a very important research topic in the areas of networks. This paper presents a heuristic algorithm for the QoS multicast routing (HAQMR). This heuristic algorithm deals with delay and bandwidth constraints and has low cost. The HAQMR attempts to significantly reduce the overhead for constructing a multicast tree, the proof for correctness of the HAQMR is given, and the performance of the HAQMR is evaluated by simulations. The study shows that HAQMR provides an available approach to QoS multicast routing. 展开更多
关键词 HEURISTIC qos multicast qos constraints qos routing.
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New Ad Hoc QoS Multicast Routing Protocol
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作者 Zhao Li (Department of Information Engineering, Nanjing University of Posts and Telecommunications,Nanjing 210003,China) 《ZTE Communications》 2006年第1期39-42,共4页
The application environments of wireless Ad hoc networks require that it should support Quality of Service (QoS). However, that is very difficult because of the inherent characteristics of the wireless channel and the... The application environments of wireless Ad hoc networks require that it should support Quality of Service (QoS). However, that is very difficult because of the inherent characteristics of the wireless channel and the frequent changes of network topology caused by nodes movement. An Ad hoc QoS Multicasting (AQM) protocol can solve this problem by previously reserving the neighbor nodes for tracking resource availability. By considering QoS restrictions of transport delay, loss ratio, bandwidth requirement, delay jitter, and throughout, and by finding the adaptive routing, the AQM protocol can obviously improve the efficiency of multicastsession. The results of network simulation show that QoS is essentially applicable to Ad hoc networks. 展开更多
关键词 qos IEEE USA MAODV HOC New Ad Hoc qos multicast routing Protocol NODE
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QoS multicast routing algorithm based on GA 被引量:10
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作者 李腊元 李春林 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第1期90-97,共8页
The multicast routing problem with multiple QoS constraints in networks with uncertain parameters is discussed, and a network model that is suitable to research such QoS multicast routing problem is described. The QMR... The multicast routing problem with multiple QoS constraints in networks with uncertain parameters is discussed, and a network model that is suitable to research such QoS multicast routing problem is described. The QMRGA, a multicast routing policy for Internet, mobile network or other highperformance networks is mainly presented, which is based on the genetic algorithm(GA), and can provide QoSsensitive paths in a scalable and flexible way in the network environment with uncertain parameters. The QMRGA can also optimize the network resources such as bandwidth and delay, and can converge to the optimal or nearoptimal solution within few iterations, even for the network environment with uncertain parameters. The incremental rate of computational cost can be close to a polynomial and is less than exponential rate. The performance measures of the QMRGA are evaluated by using simulations. The results show that QMRGA provides an available approach to QoS multicast routing in network environment with uncertain parameters. 展开更多
关键词 multicast routing qos genetic algorithm network with uncertain parameters
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Multiple constraints-based QoS multicast routing: model and algorithms 被引量:4
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作者 SunBaolin LiLayuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第1期187-193,共7页
Constraint-based multicast routing, which aims at identifying a path that satisfies a set of quality of service (QoS) constraints, has became a very important research issue in the areas of networks and distributed sy... Constraint-based multicast routing, which aims at identifying a path that satisfies a set of quality of service (QoS) constraints, has became a very important research issue in the areas of networks and distributed systems. In general, multi-constrained path selection with or without optimization is a NP-complete problem that can not be exactly solved in polynomial time. Hence, accurate constraints-based routing algorithms with a fast running time are scarce, perhaps even non-existent. The expected impact of such a constrained-based routing algorithm has resulted in the proposal of numerous heuristics and a few exact QoS algorithms. This paper aims to give a thorough, concise and fair evaluation of the most important multiple constraint-based QoS multicast routing algorithms known today, and it provides a descriptive overview and simulation results of these multi-constrained routing algorithms. 展开更多
关键词 multicast routing ALGORITHM multiple constraints qos routing NP-complete.
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Distributed QoS multicast routing protocol in ad hoc networks 被引量:1
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作者 Sun Baolin Li Layuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期692-698,共7页
Quality of service (QoS) routing and multicasting protocols in ad hoc networks are face with the challenge of delivering data to destinations through multihop routes in the presence of node movements and topology ch... Quality of service (QoS) routing and multicasting protocols in ad hoc networks are face with the challenge of delivering data to destinations through multihop routes in the presence of node movements and topology changes. The multicast routing problem with multiple QoS constraints is discussed, which may deal with the delay, bandwidth and cost metrics, and describes a network model for researching the ad hoc networks QoS multicast routing problem. It presents a distributed QoS multicast routing protocol (DQMRP). The proof of correctness and complenty analysis of the DQMRP are also given. Simulation results show that the multicast tree optimized by DQMRP is better than other protocols and is fitter for the network situations with frequently changed status and the realtime multimedia application. It is an available approach to multicast routing decision with multiple QoS constraints. 展开更多
关键词 ad hoc network multicast routing routing protocol qos.
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QOS-BASED MULTICAST ROUTING OPTIMIZATION ALGORITHMS FOR INTERNET
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作者 Sun Baolin Li Layuan 《Journal of Electronics(China)》 2006年第2期249-254,共6页
Most of the multimedia applications require strict Quality-of-Service (QoS) guarantee during the communication between a single source and multiple destinations. The paper mainly presents a QoS Multicast Routing algor... Most of the multimedia applications require strict Quality-of-Service (QoS) guarantee during the communication between a single source and multiple destinations. The paper mainly presents a QoS Multicast Routing algorithms based on Genetic Algorithm (QMRGA). Simulation results demonstrate that the algorithm is capable of discovering a set of QoS-based near optimized, non-dominated multicast routes within a few iterations, even for the networks environment with uncertain parameters. 展开更多
关键词 多点传播路由 服务质量 qos 优化算法 互联网
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A QoS Multicast Routing Algorithm Working with Imprecise State Information
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作者 YAN Xin LI Layuan 《通讯和计算机(中英文版)》 2005年第1期41-48,共8页
关键词 多点传送 路由 多约束qos 计算机技术
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Distributed QoS-aware source-specific multicast routing protocol
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作者 王竞 《Journal of Chongqing University》 CAS 2005年第2期96-101,共6页
A distributed QoS (quality of service) -aware source-specific multicast routing protocol—DQSSMR is proposed to increase the successful join ratio and lower the overhead of the control message in QoS required multicas... A distributed QoS (quality of service) -aware source-specific multicast routing protocol—DQSSMR is proposed to increase the successful join ratio and lower the overhead of the control message in QoS required multicast routing. By an improved searching strategy, the cost of message control is reduced and the successful join ratio is increased. The network load is balanced due to the distributed routing operation and the scalability is enhanced further because of the usage of SSM (source- specific multicast) service model in DQSSMR. The analysis results indicate that DQSSMR performs as expected. 展开更多
关键词 服务质量 分布式多点传送 邮件路由 计算机网络
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Multicast routing algorithm of multiple QoS based on widest-bandwidth 被引量:4
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作者 Chen Niansheng Li Layuan Dong Wushi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期642-647,共6页
A multicast routing algorithm of multiple QoS constraints based on widest-bandwidth (MRQW) which takes available bandwidth as the prime metric, considering the constraints of the surplus energy of the node, delay an... A multicast routing algorithm of multiple QoS constraints based on widest-bandwidth (MRQW) which takes available bandwidth as the prime metric, considering the constraints of the surplus energy of the node, delay and delay jitter, is presented. The process of routing based on MRQW is provided for as well. Correctness proof and the complexity analysis of the MRQW are also given in the paper. Simulation results show that the MRQW has a good performance in creating multicast trees. It not only satisfys multiple QoS constraints but also makes multicast links have larger available bandwidth 展开更多
关键词 computer network Ad hoc networks qos multicast routing available bandwidth.
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基于遗传-蚁群优化算法的QoS组播路由算法设计
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作者 史郑延慧 何刚 《科学技术与工程》 北大核心 2024年第11期4626-4632,共7页
为了提高网络路由性能,提出并设计了一种基于遗传-蚁群优化算法的服务质量(quality of service,QoS)组播路由算法。首先,设计了自适应变频采集策略用于采集网络与节点信息,以此获得网络和节点的状态,为后续路由优化提供数据支持;其次,... 为了提高网络路由性能,提出并设计了一种基于遗传-蚁群优化算法的服务质量(quality of service,QoS)组播路由算法。首先,设计了自适应变频采集策略用于采集网络与节点信息,以此获得网络和节点的状态,为后续路由优化提供数据支持;其次,计算路径代价,将路径代价最小作为优化目标,建立QoS组播路由优化模型,并设置相关约束条件;最后,结合遗传算法和蚁群算法提出一种遗传-蚁群优化算法求解上述模型,输出最优路径,完成路由优化。实验结果表明,所提算法可有效降低路径长度与路径代价,提高搜索效率与路由请求成功率,优化后的路由时延抖动较小。 展开更多
关键词 遗传算法 数据采集 qos组播路由优化 蚁群算法 路径代价
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遗传算法与带权搜索融合的QoS组播路由算法
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作者 李姝 冯永新 张文波 《小型微型计算机系统》 CSCD 北大核心 2023年第12期2752-2756,共5页
针对传统多约束路由选择算法计算负担重的问题,论文提出了一种基于遗传算法与带权宽度优先搜索融合的QoS组播路由算法.所提方法融合了遗传算法与带权宽度优先搜索方法,在分组丢包率、带宽、时延抖动、时延等QoS条件约束下,通过所提算法... 针对传统多约束路由选择算法计算负担重的问题,论文提出了一种基于遗传算法与带权宽度优先搜索融合的QoS组播路由算法.所提方法融合了遗传算法与带权宽度优先搜索方法,在分组丢包率、带宽、时延抖动、时延等QoS条件约束下,通过所提算法快速得到备选路径,并获取最优的组播路径.在仿真实验中,将所提算法与LDT进行了相比,实验结果表明,论文所提算法可以解决多约束条件下的QoS分组路由问题,并能够有效降低计算负载、减少算法执行时间. 展开更多
关键词 qos 组播路由 遗传算法 带权搜索
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QoS multicast routing protocol in hierarchical wireless MANET 被引量:2
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作者 LI LaYuan LI ChunLin 《Science in China(Series F)》 2008年第2期196-212,共17页
A wireless MANET is a self-configurable network in which mobile, battery-powered devices dynamically create and change the network topology without relying on any intrastructure or administrative support. It offers un... A wireless MANET is a self-configurable network in which mobile, battery-powered devices dynamically create and change the network topology without relying on any intrastructure or administrative support. It offers unique benefits for certain environments, but there are still several open issues to be resolved before realizing these benefits, including QoS routing, multicasting, and mobility management. Specifically, an efficient QoS multicast routing protocol is needed, This paper presents a hierarchical QoS multicast routing protocol (QMRP) for mobile ad hoc networks. It can provide QoS-sensitive routes in a scalable and flexible way, in the network environment with mobility. In the proposed QMRP scheme, each local node only needs to maintain local multicast routing information and/or summary information of other clusters (or domains) but does not require any global ad hoc network states to be maintained. The QMRP also allows any ad hoc group member to join/leave the multicast group dynamically and supports multiple QoS constraints. This paper presents formal description and main procedures for realizing routing decision process of the QMRP and the proof of correctness and complexity analysis of the protocol. The performance measures of QMRP are evaluated using simulation. The simulation results verify the efficiency and availability of QMRP. 展开更多
关键词 wireless ad hoc networks qos routing multicast hierarchical routing mobile wireless networks
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Tree-based differential evolution algorithm for QoS multicast routing 被引量:1
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作者 KONG Sun CHEN Zeng-qiang 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2011年第4期76-81,共6页
Differential evolution (DE) algorithm has attracted more and more attention due to its fast optimization performance and good stability. When DE algorithm is applied into multi-constrained multicast routing optimiza... Differential evolution (DE) algorithm has attracted more and more attention due to its fast optimization performance and good stability. When DE algorithm is applied into multi-constrained multicast routing optimization problem, a common solution to such problem is to merge the paths into a tree after finding paths from the source node to each destination node. This method maybe obtains the better result, but it can consume a lot of computational time. To solve the problem, a tree-based DE algorithm is introduced in this paper. The central operations of the algorithm are realized with tree structure. This method saves the time of finding paths and integrating them to construct a multicast tree. The experiments show that the proposed algorithm can achieve higher success rate than several common algorithms with much smaller running time for different networks. 展开更多
关键词 quality of service qos multicast routing DE tree structure
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动态QoS多播路由协议 被引量:40
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作者 李腊元 李春林 《电子学报》 EI CAS CSCD 北大核心 2003年第9期1345-1350,共6页
本文主要研讨了具有QoS约束的动态多播路由问题 .文中描述了一种适用于QoS多播路由的网络模型 ,提出了一种动态QoS多播路由协议 (DQMRP) ,该协议能操作在单播路由协议的顶层 ,它只要求网络链路 (或节点 )的局部状态信息 ,不需要维护全... 本文主要研讨了具有QoS约束的动态多播路由问题 .文中描述了一种适用于QoS多播路由的网络模型 ,提出了一种动态QoS多播路由协议 (DQMRP) ,该协议能操作在单播路由协议的顶层 ,它只要求网络链路 (或节点 )的局部状态信息 ,不需要维护全局状态信息 .DQMRP可有效地减少构造一棵多播树的开销 ,多播组成员可动态地加入/退出多播会晤 .该协议可搜索多条可行树枝 ,并能选择一条最优 (或近优 )树枝将新成员连接到多播树 .文中给出了DQMRP的正确性证明和复杂性分析 ,并通过仿真实验验证了该协议的可用性和有效性 . 展开更多
关键词 qos路由 多播路由 协议 动态多播路由 qos约束 NP完全问题
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多QoS约束的多播路由协议 被引量:40
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作者 李腊元 李春林 《软件学报》 EI CSCD 北大核心 2004年第2期286-291,共6页
随着高性能网络、移动网络及Internet的不断发展,具有QoS约束的多播路由技术已成为网络及分布式系统领域的一个重要研究课题.研讨了具有多QoS约束的多播路由问题,其中主要包含延迟、延迟抖动、带宽、代价等QoS约束.描述了一种适应于研究... 随着高性能网络、移动网络及Internet的不断发展,具有QoS约束的多播路由技术已成为网络及分布式系统领域的一个重要研究课题.研讨了具有多QoS约束的多播路由问题,其中主要包含延迟、延迟抖动、带宽、代价等QoS约束.描述了一种适应于研究QoS多播路由的网络模型,提出了一种具有多QoS约束的多播路由协议(multicast routing protocol with multiple QoS,简称MRPMQ).MRPMQ试图有效减少生成多QoS约束的多播树的开销.在MRPMQ中,一个多播组成员能够动态地加入/退出一个多播会晤,且不干扰现有的多播树.给出了该协议的正确性证明和复杂性分析.仿真实验结果表明,MRPMQ为多QoS约束多播路由提供了一种新的有效途径. 展开更多
关键词 多播路由 协议 qos约束 qos路由 NP完全问题
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一种基于模拟退火方法的多约束QoS组播路由算法 被引量:6
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作者 张琨 王珩 刘凤玉 《计算机科学》 CSCD 北大核心 2005年第5期41-45,共5页
研究了带宽、时延及时延抖动约束最小代价的QoS组播路由问题,提出一种利用模拟退火方法解决该问题的QoS组播路由算法SABDMA。该算法通过选择合适的模拟退火参数迭代求解,以获得满足QoS约束的最小代价组播树。同时,为避免搜索区域的扩大... 研究了带宽、时延及时延抖动约束最小代价的QoS组播路由问题,提出一种利用模拟退火方法解决该问题的QoS组播路由算法SABDMA。该算法通过选择合适的模拟退火参数迭代求解,以获得满足QoS约束的最小代价组播树。同时,为避免搜索区域的扩大和计算时间的增加,根据时延和时延抖动的关系,提出采用“路径交换”策略在可行解范围内构造邻域集。仿真结果表明该算法具有可行、稳定、收敛快的特点;能根据组播应用对QoS的限制要求,有效地构造代价较低的组播树,具有较强的实时性。 展开更多
关键词 组播路由算法 模拟退火方法 多约束 时延抖动约束 最小代价 qos组播 qos约束 路由问题 迭代求解 计算时间 搜索区域 仿真结果 组播树 可行解 实时性 构造 带宽 交换
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一种支持多QoS约束的多播路由协议 被引量:4
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作者 许毅 李腊元 《小型微型计算机系统》 CSCD 北大核心 2005年第12期2065-2068,共4页
在分析YAM、QoSMIC和QMRP协议的基础上,讨论了包括延时、延时抖动、带宽和代价约束的多播路由问题,描述了一种适用于多QoS约束的多播路由的网络优化模型,提出了一种支持多QoS约束的多播路由协议(MRPMQoS),构建在NS2下该协议的仿真模块.... 在分析YAM、QoSMIC和QMRP协议的基础上,讨论了包括延时、延时抖动、带宽和代价约束的多播路由问题,描述了一种适用于多QoS约束的多播路由的网络优化模型,提出了一种支持多QoS约束的多播路由协议(MRPMQoS),构建在NS2下该协议的仿真模块.该协议只要求网络链路(或节点)的局部状态信息,不需要维护全局状态信息,多播组成员可动态地加入/退出多播会晤.该协议采用单路径寻径和多路径寻径相结合的搜索方式,有效地减少构造一棵多播树的开销,降低结点加入延时和提高寻径成功率.NS2仿真结果证明,该协议的可用性和有效性,可用于不同规模网络,具有良好的可扩展性. 展开更多
关键词 多播路由 qos约束 MRPMqos 网络
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基于QoS约束的多播路由研究 被引量:1
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作者 刘先锋 舒林 +1 位作者 陈松乔 陈建二 《计算机工程与应用》 CSCD 北大核心 2005年第2期125-128,共4页
该文给出了多播路由的定义和多播树的分类,描述了一种适用于研究QoS多播路由的网络模型,对多播路由算法进行了分类,介绍了典型的基于QoS约束的多播路由协议和算法,对每个算法的性能特性和适应范围进行了客观的评价,提供了QoS多播路由算... 该文给出了多播路由的定义和多播树的分类,描述了一种适用于研究QoS多播路由的网络模型,对多播路由算法进行了分类,介绍了典型的基于QoS约束的多播路由协议和算法,对每个算法的性能特性和适应范围进行了客观的评价,提供了QoS多播路由算法复杂度的比较,对QoS多播路由技术的进一步研究进行了展望。 展开更多
关键词 多播路由 qos约束 qos路由 NP完全问题 启发式算法
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多QoS约束的层次多播路由算法框架 被引量:2
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作者 颜昕 李腊元 《计算机科学》 CSCD 北大核心 2007年第2期27-34,110,共9页
为了解决网络路由的扩展性问题,大型网络通常被划分成若干个不同的域。拓扑聚集是对这些域的拓扑状态信息进行汇总的过程。在拓扑聚集的基础上,QoS层次多播路由算法用来构造满足QoS要求的域间多播树。现有的QoS层次多播路由算法在其拓... 为了解决网络路由的扩展性问题,大型网络通常被划分成若干个不同的域。拓扑聚集是对这些域的拓扑状态信息进行汇总的过程。在拓扑聚集的基础上,QoS层次多播路由算法用来构造满足QoS要求的域间多播树。现有的QoS层次多播路由算法在其拓扑聚集和路径计算的过程中都只考虑了存在两个QoS特征值的情况。本文提出了一种具有多QoS约束的层次多播路由算法框架HMRMQ(Hierarchical Multicast Routing with Multiple QoS con-straints),此算法框架不仅为基于多QoS特征值的拓扑状态聚集和状态信息表示提供了新的方法,而且提出了一种适应于多QoS约束的层次多播路由新算法。我们提出的状态信息表示法和拓扑聚集算法都具有很好的扩展性,分布式的路由算法也便于某些安全性策略的实施。理论分析和实验结果不仅证明了HMRMQ的正确性和有效性,同时也表明了HMRMQ在网络路由的扩展性、路由成功率、网络代价以及报文负载等方面都具有良好的性能。 展开更多
关键词 拓扑聚集 层次路由 qos约束 qos多播路由
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多约束QoS多播路由的模型和算法研究 被引量:8
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作者 孙宝林 李腊元1 《计算机工程与应用》 CSCD 北大核心 2003年第29期41-44,共4页
随着高性能网络、移动网络及Internet的不断发展,具有QoS约束的多播路由技术已成为网络及分布式系统领域的一个重要研究课题。基于约束多播路由的目的在于鉴别一条路径满足QoS约束,然而,多加、乘约束的路由是一个NP-完全性问题。因此,... 随着高性能网络、移动网络及Internet的不断发展,具有QoS约束的多播路由技术已成为网络及分布式系统领域的一个重要研究课题。基于约束多播路由的目的在于鉴别一条路径满足QoS约束,然而,多加、乘约束的路由是一个NP-完全性问题。因此,快速的和精确的约束路由算法是少有的,甚至不存在。如此基于路由算法的需求导致众多的启发算法和一些少有的QoS算法的出现。文章描述了一种适用于研究QoS多播路由的网络模型,给出一个完全,简洁和公平地评价7个典型的基于多约束QoS多播路由算法,并且提供多约束路径算法的最坏情况下复杂性的比较。 展开更多
关键词 多播路由算法 qos约束 qos路由 网络模型 NP-复杂性
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