A Trade-off Analysis of Quality of Service (QoS) Metrics Towards Routing in Mobile Networks: MOGA Based Approach

Autor:	Aritra Rudra, Rajarshi Poddar, Parag Kumar Guha Thakurta
Rok vydání:	2015
Předmět:	Adaptive quality of service multi-hop routing Computer science Quality of service Distributed computing Genetic algorithm Computer Science::Networking and Internet Architecture Cellular network Context (language use) Routing (electronic design automation) Metrics Multi-objective optimization
Zdroj:	Advances in Intelligent Systems and Computing ISBN: 9788132222491
Popis:	The trade-off analysis between two QoS metrics towards efficient routing in mobile networks is proposed in this paper. For such analysis the behavioural natures of end-to-end transmission cost and hop-count as QoS metrics are accounted in discrete domain and subsequently, the probability density functions (pdf) of those important factors are determined. The pdf of these are transformed into continuous domain to perform mathematical operation and subsequent analysis is presented to obtain the optimal routing path(s). In this context, a multi objective optimization (MOO) on these parameters is proposed and more refined results among all possible solutions are obtained accordingly. The diverse set of possible solutions for such analysis is explored through a Multi Objective Genetic Algorithm (MOGA) based approach.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4e2d4d2143338ac4a14a021e0e77c87f https://doi.org/10.1007/978-81-322-2250-7_14 Zobrazit plný text záznamu