Effect of maximum node velocity on GA-based QOS routing protocol (QOSRGA) for mobile ad hoc network
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...
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| Format: | Conference or Workshop Item |
| Published: |
2011
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| Online Access: | http://eprints.uthm.edu.my/6052/ http://eprints.uthm.edu.my/6052/1/Effect_of_Maximum_Node_Velocity_on_GA%2DBased_QOS.pdf |
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| Summary: | 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. |
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