Effect of maximum node velocity on GA-based QOS routing protocol (QOSRGA) for mobile ad hoc network

Abdullah, Jiwa (2011) Effect of maximum node velocity on GA-based QOS routing protocol (QOSRGA) for mobile ad hoc network. In: Communication and Networking - International Conference, FGCN 2011, 8-10 December 2011, Jeju Island, Korea.

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Abstract

Multiobjective formulations are realistic models for many complex engineering optimization problems such as QoS routing protocol for mobile ad hoc network. The paper presents QoS routing protocol for MANET with specialized encoding, initialization, crossovers, mutations, fitness selections and route search using genetic algorithm with multiple objectives. The aim is to find the best QoS route in order to optimize the design of MANET routing protocols. This NP-hard problem is often highly constrained such that random initialization and standard genetic operators usually generate infeasible networlts. The effect of maximum node velocity on the protocol performances is done conclusively shows that QOSRGA had a potential to be the protocol for MANET.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:QoS routing; mobile ad-hoc networks; genetic algorithm; fitness function; performances; maximum node velocity
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK6540-6571 Radio
Divisions:Faculty of Electrical and Electronic Engineering > Department of Communication Engineering
ID Code:6052
Deposited By:Normajihan Abd. Rahman
Deposited On:31 Mar 2015 16:41
Last Modified:31 Mar 2015 16:41

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