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040 _aEG-GiCUC
_beng
_cEG-GiCUC
041 0 _aeng
049 _aDeposite
097 _aM.Sc
099 _aCai01.20.01.M.Sc.2014.Am.I
100 0 _aAmir Ibrahim Amin Mohamad
245 1 0 _aIntelligent routing in mobile Ad-Hoc networks /
_cAmir Ibrahim Amin Mohamad ; Supervised Imane Aly Saroit Ismail , Haitham Safwat Kamal Hamza
246 1 5 _aتحديد المسار الذكي في شبكات الـ-آد هوك المتحركة
260 _aCairo :
_bAmir Ibrahim Amin Mohamad ,
_c2014
300 _a101 Leaves :
_bcharts ;
_c30cm
502 _aThesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Information Technology
520 _aRecently, more and more attention is drawn to wireless communication especially Mobile Ad Hoc Networks (MANET) for the flexibility they provide. MANETs inherit traditional wireless and mobile communications problems such as bandwidth limitation, power conservation, and quality of service (QOS) issues. Shortest path problem in MANETs is a dynamic problem because of the unpredictable MANET environment and the continuously changing topology. To compute the continuously changing shortest path with at least two additive metrics, a meta-heuristic dynamic optimization technique is required. Some evolutionary dynamic optimization techniques (EDO) have been used to compute the shortest path in MANETs, namely multi-population genetic algorithm with immigrants scheme (iMPGA). In this thesis, we propose a modified Harmony Search (HS) algorithm called dynamic optimization harmony search algorithm (DOHS), to compute the dynamic shortest path in MANETs. When compared with iMPGA, proposed DOHS outperformed with a noticeable 98.52% reduction in time and 20.25% average improvement in solution quality
530 _aIssued also as CD
653 4 _aEvolutionary Dynamic Optimization
653 4 _aHarmony Search
653 4 _aMANET
700 0 _aHaitham Safwat Kamal Hamza ,
_eSupervisor
700 0 _aImane Aly Saroit Ismail ,
_eSupervisor
856 _uhttp://172.23.153.220/th.pdf
905 _aAml
_eCataloger
905 _aNazla
_eRevisor
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_cTH
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