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An Ant Colony Optimization Algorithm for Virtual Network Embedding

机译：一种虚拟网络嵌入的蚁群优化算法

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Virtual network embedding that embedding virtual network in substrate network is usually mentioned as resource allocation problem in network virtualization. Virtual network embedding can be employed to solve the problems like resource constraint, access control, request online and diversity of topology. This paper develops an ant colony optimization algorithm of virtual network embedding (ACO-VNE). The ants secrete and update pheromones in node mapping according to the cost of link mapping. Based on feedback information, the ants move to find good solution through learning from each other. Simulation results suggest that the algorithm can map the virtual network with low rejection rate and high revenue of substrate network.

机译：嵌入嵌入基板网络中的虚拟网络的虚拟网络通常被称为网络虚拟化中的资源分配问题。可以采用虚拟网络嵌入来解决资源约束，访问控制，在线和拓扑多样性等问题。本文开发了虚拟网络嵌入（ACO-VNE）的蚁群优化算法。根据链接映射的成本，蚂蚁在节点映射中分泌和更新信息素。根据反馈信息，蚂蚁通过彼此学习来寻找良好的解决方案。仿真结果表明，该算法可以用低拒绝率和基板网络的高收入来映射虚拟网络。

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《ICA3PP 2014》|2014年||共11页
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作者
Wenjie Cao; Hua Wang; Lei Liu;
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原文格式 PDF
正文语种
中图分类 TP302.1-532;
关键词
Network virtualization; virtual network embedding; path splitting; ant colony optimization;

机译：网络虚拟化;虚拟网络嵌入;路径分裂;蚁群优化;
入库时间 2022-08-20 22:42:30

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1. Interacted Multiple Ant Colonies Optimization Approach to Enhance the Performance of Ant Colony Optimization Algorithms [J] . Alaa Aljanaby, Ku Ruhana Ku-Mahamud, Norita Md. Norwawi Computer and Information Science . 2010,第1期

机译：交互式多个蚁群优化方法以提高蚁群优化算法的性能
2. Combination of neural network and ant colony optimization algorithms for prediction and optimization of flyrock and back-break induced by blasting [J] . Amir Saghatforoush, Masoud Monjezi, Roohollah Shirani Faradonbeh, Engineering with Computers . 2016,第2期

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3. A new transition rule for ant colony optimization algorithms: application to pipe network optimization problems [J] . M. H. AFSHAR Engineering Optimization . 2005,第5期

机译：蚁群优化算法的新过渡规则：在管网优化问题中的应用
4. An Ant Colony Optimization Algorithm for Virtual Network Embedding [C] . Wenjie Cao, Hua Wang, Lei Liu International conference on algorithms and architectures for parallel processing . 2014

机译：虚拟网络嵌入的蚁群优化算法
5. HOPNET: A Hybrid ant colony OPtimization routing algorithm for Mobile ad hoc NETwork [D] . Wang, Jianping 2008

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6. A Virtual Force Algorithm-Lévy-Embedded Grey Wolf Optimization Algorithm for Wireless Sensor Network Coverage Optimization [O] . Shipeng Wang, Xiaoping Yang, Xingqiao Wang, 2019

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7. Interacted Multiple Ant Colonies Optimization Approach to Enhance the Performance of Ant Colony Optimization Algorithms [O] . Alaa Aljanaby (corresponding 2015

机译：交互式多蚁群优化方法提高蚁群优化算法的性能

An Ant Colony Optimization Algorithm for Virtual Network Embedding

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