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An Ant Colony Algorithm Based on Cross-Layer Design for Routing and Wavelength Assignment in Optical Satellite Networks 被引量:17
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作者 Guoli Wen Qi Zhang +2 位作者 Houtian Wang Qinghua Tian Ying Tao 《China Communications》 SCIE CSCD 2017年第8期63-75,共13页
This paper introduces an ant colony routing and wavelength assignment algorithm based on cross-layer design(CL-ACRWA),which can overcome the adverse effects of Doppler wavelength shift on data transmission in optical ... This paper introduces an ant colony routing and wavelength assignment algorithm based on cross-layer design(CL-ACRWA),which can overcome the adverse effects of Doppler wavelength shift on data transmission in optical satellite networks. Firstly, a cross-layer optimization model is built, which considers the Doppler wavelength shift, the transmission delay as well as wavelength-continuity constraint. Then an ant colony algorithm is utilized to solve the cross-layer optimization model, resulting in finding an optimal light path satisfying the above constraints for every connection request. The performance of CL-ACRWA is measured by the communication success probability, the convergence property and the transmission delay. Simulation results show that CL-ACRWA performs well in communication success probability and has good global search ability as well as fast convergence speed. Meanwhile, the transmission delay can meet the basic requirement of real-time transmission of business. 展开更多
关键词 optical satellite network routing and wavelength assignment ant colony optimization cross-layer design Doppler wavelength shift
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A novel algorithm for routing and wavelength assignment considering the load balancing 被引量:1
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作者 QI Xiao-gang LIU Li-fang LIU San-yang 《通讯和计算机(中英文版)》 2009年第7期26-29,共4页
关键词 电子邮件 RAW WDM 计算机网络 通信
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ROUTING AND WAVELENGTH ASSIGNMENT ALGORITHMS BASED ON EQUIVALENT NETWORKS
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作者 Qi Xiaogang Liu Lifang Liu Sanyang 《Journal of Electronics(China)》 2006年第5期723-730,共8页
In this paper, a Wavelength Division Multiplexing (WDM) network model based on the equivalent networks is described, and wavelength-dependent equivalent arc, equivalent networks, equivalent multicast tree and some oth... In this paper, a Wavelength Division Multiplexing (WDM) network model based on the equivalent networks is described, and wavelength-dependent equivalent arc, equivalent networks, equivalent multicast tree and some other terms are presented. Based on this model and relevant Routing and Wavelength Assign- ment (RWA) strategy, a unicast RWA algorithm and a multicast RWA algorithm are presented. The wave- length-dependent equivalent arc expresses the schedule of local RWA and the equivalent network expresses the whole topology of WDM optical networks, so the two algorithms are of the flexibility in RWA and the optimi- zation of the whole problem. The theoretic analysis and simulation results show the two algorithms are of the stronger capability and the lower complexity than the other existing algorithms for RWA problem, and the complexity of the two algorithms are only related to the scale of the equivalent networks. Finally, we prove the two algorithms’ feasibility and the one-by-one corresponding relation between the equivalent multicast tree and original multicast tree, and point out the superiorities and drawbacks of the two algorithms respectively. 展开更多
关键词 wavelength Division Multiplexing (WDM) optical networks wavelength-dependent equivalent arc Equivalent network Equivalent multicast tree routing and wavelength assignment rwa)
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A Distributed Routing and Wavelength Assignment Algorithm for Online Multicast in All-Optical WDM Networks
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作者 Huang Chuan-he, Chen Xin-meng, Jia Xiao-hua School of Computer, Wuhan University, Wuhan 430072, Hubei, China 《Wuhan University Journal of Natural Sciences》 EI CAS 2002年第1期27-36,共10页
Routing and wavelength assignment for online real-time multicast connection setup is a difficult task due to the dynamic change of availabilities of wavelengths on links and the consideration of wavelength conversion ... Routing and wavelength assignment for online real-time multicast connection setup is a difficult task due to the dynamic change of availabilities of wavelengths on links and the consideration of wavelength conversion delay in WDM networks. This paper presents a distributed routing and wavelength assignment scheme for the setup of real-time multicast connections. It integrates routing and wavelength assignment as a single process, which greatly reduces the connection setup time. The proposed routing method is based on the Prim’s MST (Minimum Spanning Tree) algorithm and the K-restricted breadth-first search method, which can produce a sub-minimal cost tree under a given delay bound. The wave-length assignment uses the least-conversion and load balancing strategies. Simulation results show that the proposed algorithm is suitable for online multicast connection establishment in WDM networks. 展开更多
关键词 Key words WDM networks routing and wavelength assignment multicast routing delay bounded routing
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Dynamic Routing and Wavelength Assignment for Multi-Lightpath Demands
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作者 XIAOShi-yuan JINXin LIUXian-de 《Wuhan University Journal of Natural Sciences》 CAS 2005年第2期417-420,共4页
In wavelength division multiplexing (WDM) networks without wavelengthconversion functionality, we convert the dynamic routing and wavelength assignment problem formulti-lightpath demands to the edge-disjoint paths pro... In wavelength division multiplexing (WDM) networks without wavelengthconversion functionality, we convert the dynamic routing and wavelength assignment problem formulti-lightpath demands to the edge-disjoint paths problem, and propose a new algorithm. Thecomputer simulations show that the proposed algorithm has better blocking probability performancethan a sequential algorithm, which first separates a multi-lightpath demand into mutilplesingle-lightpath demands, then uses the fixed-alternate routing-first fit wavelength assignment(AR-FF) algorithm for each single-lightpath demand. 展开更多
关键词 WDM network routing and wavelength assignment multi-lightpath demand edge-disjoint path
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Routing and Wavelength Assignment in GMPLS-based 10 Gb/s Ethernet Long Haul Optical Networks with and without Linear Dispersion Constraints
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作者 Le Nguyen BINH 《International Journal of Communications, Network and System Sciences》 2008年第2期154-167,共14页
Given a set of lightpath connection requests in an all-10 Gb/s optical dense wavelength division multiplexed (DWDM) Ethernet network, lightpaths are designed. In addition the wavelength channels are assigned subject t... Given a set of lightpath connection requests in an all-10 Gb/s optical dense wavelength division multiplexed (DWDM) Ethernet network, lightpaths are designed. In addition the wavelength channels are assigned subject to minimization of the channel blocking and provisional requests satisfying the limits due to accumulative linear dispersion effects over the hops. This paper proposes a routing and wavelength assignment scheme for DWDM long-haul optical networks that includes routing, assignment and reservation of different wavelength channels operating under the Generalized Multiprotocol Label Switching (GMPLS) environment. The GMPLS framework can offer an approach to implement IP over DWDM with variable weighting assignments of routes based on the limitations due to residual dispersion accumulated on the lightwave path. The modeling is implemented under the framework of an object-oriented modeling platform OMNeT++. Network performance tests are evaluated based mainly on a long-haul terrestrial fiber mesh network composed of as well as three topologies structured as chain, ring, and mesh configurations. Blocking probability of lightpath connection requests are examined with the average link utilization in the network employing variable number of wavelength channels in association with the limits of route distance due to linear chromatic and polarization mode dispersion effects. 展开更多
关键词 DWDM OPTICAL Networks OPTICAL Transmission Systems GMPLS routing and wavelength assignment (rwa) wavelength routers.
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Bee Colony Optimization Algorithm for Routing and Wavelength Assignment Based on Directional Guidance in Satellite Optical Networks
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作者 Mai Yang Qi Zhang +8 位作者 Haipeng Yao Ran Gao Xiangjun Xin Feng Tian Weiying Feng Dong Chen Fu Wang Qinghua Tian Jinxi Qian 《China Communications》 SCIE CSCD 2023年第7期89-107,共19页
With the development of satellite communication,in order to solve the problems of shortage of on-board resources and refinement of delay requirements to improve the communication performance of satellite optical netwo... With the development of satellite communication,in order to solve the problems of shortage of on-board resources and refinement of delay requirements to improve the communication performance of satellite optical networks,this paper proposes a bee colony optimization algorithm for routing and wavelength assignment based on directional guidance(DBCO-RWA)in satellite optical networks.In D-BCORWA,directional guidance based on relative position and link load is defined,and then the link cost function in the path search stage is established based on the directional guidance factor.Finally,feasible solutions are expanded in the global optimization stage.The wavelength utilization,communication success probability,blocking rate,communication hops and convergence characteristic are simulated.The results show that the performance of the proposed algorithm is improved compared with existing algorithms. 展开更多
关键词 routing and wavelength assignment satel-lite optical networks bee colony optimization algo-rithm directional guidance feasible solution extension
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Routing with constraint and wavelength assignment based on GMPLS support
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作者 张沪寅 Wu Chanle Ye Gang Wu Libing Xiong Qing 《High Technology Letters》 EI CAS 2006年第3期272-275,共4页
To solve the routing and wavelength assignment problem in the optical network, this paper put forward the metric model with sparse wavelength conversion and routing algorithm with pruning (RAP) in order to efficient... To solve the routing and wavelength assignment problem in the optical network, this paper put forward the metric model with sparse wavelength conversion and routing algorithm with pruning (RAP) in order to efficiently realize the resource management in the unified way. Related methods with dynamic and adaptation characters considered the link state conditions and certain heuristic information. They can be applied to current network environments. In particular, the simulation was made according to the selfsimilar traffic and the results showed that the corresponding methods not only provided service differentiation but also reduced the overall average blocking Drobabilitv. 展开更多
关键词 GMPLS QOS self-similar traffic routing and wavelength assignment
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Dynamic routing and wavelength assignment algorithm of optical satellite networks based on cross-layer design
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作者 文国莉 Zhang Qi +6 位作者 Tian Qinghua Wang Houtian Tao Ying Chen Dong Liu Naijin Shen Yufei Zhou Na 《High Technology Letters》 EI CAS 2017年第3期252-259,共8页
In order to overcome the adverse effects of Doppler wavelength shift on data transmission in the optical satellite networks,a dynamic routing and wavelength assignment algorithm based on crosslayer design( CL-DRWA) is... In order to overcome the adverse effects of Doppler wavelength shift on data transmission in the optical satellite networks,a dynamic routing and wavelength assignment algorithm based on crosslayer design( CL-DRWA) is introduced which can improve robustness of the network. Above all,a cross-layer optimization model is designed,which considers transmission delay and wavelength-continuity constraint,as well as Doppler wavelength shift. Then CL-DRWA is applied to solve this model,resulting in finding an optimal light path satisfying the above constraints for every connection request. In CL-DRWA,Bellman-Ford method is used to find an optimal route and a distributed relative capacity loss method is implemented to get an optimal wavelength assignment result on the optimal route. Moreover,compared with the dynamic routing and wavelength assignment algorithm based on minimum delay strategy( MD-DRWA),CL-DRWA can make an improvement of 5. 3% on the communication success probability. Meanwhile,CL-DRWA can meet the requirement of transmission delay for real-time services. 展开更多
关键词 cross-layer design Doppler wavelength shift dynamic routing and wavelength assignment optical satellite network
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A SYNTHETIC ALGORITHM FOR WAVELENGTH ROUTING IN OPTICAL NETWORK
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作者 Xiao Chunxian Guo Ying Dai Jufeng 《Journal of Electronics(China)》 2007年第1期46-49,共4页
After analyzing the merits and shortcomings of Fixed-Alternated Routing algorithm (FAR) and Least Loaded Routing algorithm (LLR),we propose one novel dynamic optical routing algorithm. Having considered the influences... After analyzing the merits and shortcomings of Fixed-Alternated Routing algorithm (FAR) and Least Loaded Routing algorithm (LLR),we propose one novel dynamic optical routing algorithm. Having considered the influences of path’s length and path’s congestion just like in FAR and LLR,we take into account the network resource status-amount of free wavelengths in the network. Proposed algorithm sets up connections on three possible paths according to amount of available free wave-lengths in the network,which effectively decreases the blocking probability. The National Science Foundation (NSF) network and mesh-torus network simulation results show that the performance of this algorithm is better than that of FAR and LLR. 展开更多
关键词 wavelength Division Multiplexing (WDM) routing and wavelength assignment rwa) Shortest path Poisson process
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A novel wavelength assignment scheme in OBS network for contention avoidance
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作者 单广军 《High Technology Letters》 EI CAS 2009年第3期325-330,共6页
Conventional optical burst switching(OBS)technique adopts purely statistical multiplex mechanismso that the bursts collide with each other very easily.To address this problem,a novel proactive con-tention avoidance sc... Conventional optical burst switching(OBS)technique adopts purely statistical multiplex mechanismso that the bursts collide with each other very easily.To address this problem,a novel proactive con-tention avoidance scheme is proposed,which assigns dedicated wavelengths to each ingress node,then st-numbering algorithm is used to construct the traffic load balanced spanning trees .In this way,contentioncan be eliminated at ingress nodes,and the amount of bursts that could be accommodated by ingressnodes will be maximized.Further,those unused wavelengths left by traffic load balanced spanning treeare also organized as partial trees to carry bursts,thus the link utilization can be improved effectively.Simulation result shows that our scheme can improve the burst loss performance significantly without thewavelength converters or optical buffers comparing to other popular routing and wavelength assignment(RWA)algorithms. 展开更多
关键词 optical burst switching (OBS) contention avoidance link utilization burst loss per- formance routing and wavelength assignment rwa)
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基于强化学习的光网络自适应高效率RWA算法(特邀)
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作者 刘兆洋 潘必韬 《光通信研究》 北大核心 2024年第5期63-70,共8页
【目的】在光网络中,目前基于深度强化学习(DRL)的路由与波长分配(RWA)算法大多依赖于K最短路径(KSP)路由算法提前计算备选路径,这种方法缺乏灵活性和动态性,当网络拓扑变化时需要为所有节点对重新进行KSP计算。为了解决上述问题,文章... 【目的】在光网络中,目前基于深度强化学习(DRL)的路由与波长分配(RWA)算法大多依赖于K最短路径(KSP)路由算法提前计算备选路径,这种方法缺乏灵活性和动态性,当网络拓扑变化时需要为所有节点对重新进行KSP计算。为了解决上述问题,文章提出了基于DRL的自适应高效率(ADE)-RWA框架。【方法】文章提出的ADE-RWA框架的关键点及创新之处在于训练过程中,DRL的智能体在动作选择时从当前节点出发选择最优单步连接,而不是预先计算的完整路径,从而可以动态实时依据网络状态的变化做出路由策略的改变,以适应链路故障等网络拓扑改变的情况。ADE-RWA框架的另一关键点在于DRL训练过程不仅训练其决策神经网络,并且每次成功分配一条路径时,都将其以路由表(LUT)的形式存储。在DRL训练收敛后,网络路径的LUT信息也将完整。此时使用LUT直接查找可用路径,可有效降低计算成本,提高RWA算法效率。此外,LUT查找与DRL训练能够实现动态切换。文章所提算法通过动态感知网络状态的变化,当网络故障引起拓扑变化时,切换到DRL阶段继续进行训练,保证了LUT的动态更新。【结果】实验结果表明,与KSP-首次拟合(FF)和路由调制和频谱分配的深度学习(DeepRMSA)算法相比,文章所提ADE-RWA框架的阻塞率分别降低了36%和30%;且当发生链路故障时,ADE-RWA框架可以迅速适应网络拓扑的变化。【结论】文章提出了基于DRL的ADE-RWA框架,实现了动态光网络拓扑下的自适应RWA,并降低了计算成本。 展开更多
关键词 波长路由光网络 路由与波长分配 深度强化学习 数字孪生
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采用蚁群算法解决光网络中动态及分布式RWA问题的方法 被引量:6
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作者 郑滟雷 顾畹仪 +1 位作者 连伟华 黄善国 《北京理工大学学报》 EI CAS CSCD 北大核心 2009年第12期1104-1109,共6页
为了在大规模节点网络中提高路由与波长分配(RWA)算法的性能指标,解决集中式计算方式与网络资源实时变化之间的矛盾问题,提出了一种基于动态业务模型下的分布式蚁群算法.该方法在波长连续的前提下,尝试利用蚂蚁找食的天然特性,由单只蚂... 为了在大规模节点网络中提高路由与波长分配(RWA)算法的性能指标,解决集中式计算方式与网络资源实时变化之间的矛盾问题,提出了一种基于动态业务模型下的分布式蚁群算法.该方法在波长连续的前提下,尝试利用蚂蚁找食的天然特性,由单只蚂蚁一次性的完成路由和波长分配任务,算法在两个具备不同规则的拓扑结构上进行了仿真.通过算法分析和仿真结果表明,基于分布式的策略可以更好地完成光路的选择,可降低光网络中的呼叫阻塞率,有利于提高网络资源的利用率. 展开更多
关键词 路由与波长分配 蚁群算法 波分复用 光网络 信息素
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WDM网络中一种基于分层图模型的RWA算法 被引量:12
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作者 王汝言 张普钊 +1 位作者 隆克平 常交法 《光通信技术》 CSCD 北大核心 2007年第10期4-6,共3页
提出了一种基于分层图的最大边不相关(Layered Graph-Based Edge Disjoint Path)算法,该算法不同于现有研究大多将WDM网络的RWA问题拆分为选路和分配波长两个子问题,而是将波长分层图和图论中的最大边不相关原理引入RWA问题中,可同时进... 提出了一种基于分层图的最大边不相关(Layered Graph-Based Edge Disjoint Path)算法,该算法不同于现有研究大多将WDM网络的RWA问题拆分为选路和分配波长两个子问题,而是将波长分层图和图论中的最大边不相关原理引入RWA问题中,可同时进行选路和波长分配。仿真证明,该算法可以有效节省网络波长资源,且易于实施。 展开更多
关键词 WDM光网络 rwa 分层图 最大边不相关
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一种提高光网络攻击容忍性的RWA算法研究 被引量:3
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作者 彭炳斌 张引发 +1 位作者 刘涛 王鲸鱼 《光通信技术》 CSCD 北大核心 2013年第3期31-34,共4页
通过研究光网络中带内串扰攻击及其传播原理,在基于串扰攻击有限传播的模型之上,提出了一种限制串扰攻击传播的波长路由分配(Routing and Wavelength Assignment,RWA)算法。该算法把分配后能产生最小串扰攻击传播最大值(Crosstalk Attac... 通过研究光网络中带内串扰攻击及其传播原理,在基于串扰攻击有限传播的模型之上,提出了一种限制串扰攻击传播的波长路由分配(Routing and Wavelength Assignment,RWA)算法。该算法把分配后能产生最小串扰攻击传播最大值(Crosstalk Attack Propagation Maximum,CAPM)的波长路由分配给新的光路请求,从而减少全网的潜在的攻击传播范围。仿真结果显示,与常用的首次命中(Fist-fit)RWA算法相比,该算法能显著降低全网的串扰攻击传播最大值,从而提高光网络的攻击容忍性。 展开更多
关键词 光网络 串扰攻击 波长路由分配 攻击容忍
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基于损伤感知的动态RWA算法性能比较研究 被引量:6
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作者 赵继军 王丽荣 +1 位作者 纪越峰 徐大雄 《电子与信息学报》 EI CSCD 北大核心 2010年第3期655-659,共5页
从光网络向透明架构的演进和面向业务的发展趋势出发,介绍了损伤感知的RWA问题的相关研究,通过给经典RWA算法增加对损伤效果的考虑,提出了具有损伤感知能力的动态RWA算法(IBest,IFF,IPack)并进行了仿真验证,结果表明在有损伤的环境下具... 从光网络向透明架构的演进和面向业务的发展趋势出发,介绍了损伤感知的RWA问题的相关研究,通过给经典RWA算法增加对损伤效果的考虑,提出了具有损伤感知能力的动态RWA算法(IBest,IFF,IPack)并进行了仿真验证,结果表明在有损伤的环境下具有损伤感知能力的动态RWA算法既能保持经典算法的优势又在阻塞率上具有优于经典算法的性能。 展开更多
关键词 透明光网络 物理损伤 损伤感知的路由与波长分配
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Routing and wavelength assignment in hierarchical WDM networks
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作者 Yiyi LU Ruxiang JIN Chen HE 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2008年第3期318-321,共4页
A new routing and wavelength assignment method applied in hierarchical wavelength division multiplexing(WDM)networks is proposed.The algorithm is called offline band priority algorithm(offline BPA).The offline BPA tar... A new routing and wavelength assignment method applied in hierarchical wavelength division multiplexing(WDM)networks is proposed.The algorithm is called offline band priority algorithm(offline BPA).The offline BPA targets to maximize the number of waveband paths under the condition of minimum number of wavelengths,and solve the routing and wavelength assignment(RWA)problem with waveband grooming to reduce cost.Based on the circle construction algorithm,waveband priority function is introduced to calculate the RWA problem.Simulation results demonstrate that the proposed algorithm achieves significant cost reduction in WDM network construction. 展开更多
关键词 routing and wavelength assignment(rwa) waveband grooming waveband path
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波长连续WDM光网络中新的自适应RWA算法 被引量:2
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作者 康巧燕 孟相如 +1 位作者 李维民 王建峰 《计算机工程》 CAS CSCD 北大核心 2006年第18期95-97,共3页
在对WDM波长路由光网络的路由和波长分配算法进行研究的基础上,提出了一种新的自适应动态路由算法和考虑路径优先级及网络公平性的波长分配算法,给出了具体分析及实现步骤。该算法能有效地利用网络资源,保证业务分布的均衡,较好地兼顾... 在对WDM波长路由光网络的路由和波长分配算法进行研究的基础上,提出了一种新的自适应动态路由算法和考虑路径优先级及网络公平性的波长分配算法,给出了具体分析及实现步骤。该算法能有效地利用网络资源,保证业务分布的均衡,较好地兼顾网络资源分配的合理性,有效地改善了全网的平均阻塞性能。 展开更多
关键词 光传送网 路由和波长分配 光路 相对容量损失
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ASON网中具有分布估计特征的动态RWA算法 被引量:1
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作者 许昌 常会友 徐俊 《小型微型计算机系统》 CSCD 北大核心 2010年第12期2418-2421,共4页
针对ASON网中动态RWA问题建立了相应的网络模型,并提出一种基于分布估计算法的动态RWA算法.与传统RWA算法相比,该算法在可行解搜索空间及计算量上大大降低,为算法在工程上的实现提供了可行性.仿真实验结果表明,提出的新算法搜索效率高... 针对ASON网中动态RWA问题建立了相应的网络模型,并提出一种基于分布估计算法的动态RWA算法.与传统RWA算法相比,该算法在可行解搜索空间及计算量上大大降低,为算法在工程上的实现提供了可行性.仿真实验结果表明,提出的新算法搜索效率高、求解速度快且能够获得高质量的全局近似最优解,具有较强的实用性. 展开更多
关键词 ASON 网络生存性 保护容量 分布估计算法
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WDM光网络中RWA算法的性能分析 被引量:4
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作者 赵季红 曲桦 《电子科技大学学报》 EI CAS CSCD 北大核心 2002年第2期180-184,共5页
讨论了静态网络条件下WDM全光网络中选路与波长分配,提出一种全新的分类方法,对现有的RWA算法进行分类,比较了各种算法的性能,得出的结论有助于网络运营者在应用时选择合理的RWA机制。根据算法的性能和实际网络建设优化的需要,指出了RW... 讨论了静态网络条件下WDM全光网络中选路与波长分配,提出一种全新的分类方法,对现有的RWA算法进行分类,比较了各种算法的性能,得出的结论有助于网络运营者在应用时选择合理的RWA机制。根据算法的性能和实际网络建设优化的需要,指出了RWA领域需要进一步研究的问题。 展开更多
关键词 rwa算法 性能分析 WDM光网 光纤通信
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