电信网络设计中的多目标路径问题与算法--概述与趋势

Algorithms Pub Date : 2024-05-22 DOI:10.3390/a17060222
J. Craveirinha, J. Clímaco, Rita Girão-Silva, Marta Pascoal
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引用次数: 0

摘要

考虑到技术和服务的飞速发展,多目标路径问题和解决算法的一个主要应用领域是电信网络路由设计。由于需要明确考虑各种不同的服务质量指标,这对开发路由模型非常有利,因为在路由模型中需要处理各种技术经济方面的问题,而这些问题往往是相互冲突的。我们的工作重点是多目标路径问题的表述和解决方法及其在路由方法中的应用。我们回顾了多目标路径问题的基本概念和主要公式,并考虑了不同类型的目标函数。我们概述了这些问题的不同类型的解决方法,包括不同类型问题的相关算法的分类和概述。随后,我们概述了路由模型的背景概念,并综述了被视为多目标路径问题公式和算法不同类型应用代表的部分论文。通过对不同技术和架构网络环境中的贡献进行概述,我们还对与此相关的主要路径问题类型进行了概括。最后,我们结合通信网络的最新技术发展,概述了该领域的研究趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiobjective Path Problems and Algorithms in Telecommunication Network Design—Overview and Trends
A major area of application of multiobjective path problems and resolution algorithms is telecommunication network routing design, taking into account the extremely rapid technological and service evolutions. The need for explicit consideration of heterogeneous Quality of Service metrics makes it advantageous for the development of routing models where various technical–economic aspects, often conflicting, should be tackled. Our work is focused on multiobjective path problem formulations and resolution methods and their applications to routing methods. We review basic concepts and present main formulations of multiobjective path problems, considering different types of objective functions. We outline the different types of resolution methods for these problems, including a classification and overview of relevant algorithms concerning different types of problems. Afterwards, we outline background concepts on routing models and present an overview of selected papers considered as representative of different types of applications of multiobjective path problem formulations and algorithms. A broad characterization of major types of path problems relevant in this context is shown regarding the overview of contributions in different technological and architectural network environments. Finally, we outline research trends in this area, in relation to recent technological evolutions in communication networks.
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