Optimizing of a mobile ad hoc network protocol with a genetic algorithm

GECCO 2005 - Genetic and Evolutionary Computation Conference

Volumn , Issue , 2005, Pages 1993-1998

  Montana, David ^a   Redi, Jason ^a  

^a BBN TECHNOLOGIES   (United States)

Author keywords

Ad hoc networks; Genetic algorithms; Mobile networks; Parameter optimization

Indexed keywords

AD HOC NETWORKS; MOBILE NETWORKS; OPERATING CONDITIONS; PARAMETER OPTIMIZATION;

ATTENUATION; AUTOMATA THEORY; COMPUTER SIMULATION; GENETIC ALGORITHMS; OPTIMIZATION; TOPOLOGY;

MOBILE TELECOMMUNICATION SYSTEMS;

EID: 32444446694     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1068009.1068342     Document Type: Conference Paper

References (17)

1. C. Ahn and R. Ramakrishna. A genetic algorithm for shortest path routing problem and the sizing of populations. IEEE Transactions on Evolutionary Computation, 6(6):566-579, 2002.
2. T. Clausen and P. Jacquet. Optimized link state routing protocol, rfc 3626 (experimental), 2003. http://www.ietf.org/rfc/rfc3626.txt.
3. C. Coello. A comprehensive survey of evolutionary-based multiobjective optimization techniques. Knowledge and Information Systems, 1(3):269-308, 1999.
4. J. D. Gibson. The Communications Handbook. CRC Press, 1997.
5. Z. Haas, J. Deng, B. Liang, P. Papadimitratos, and S. Sajama. Wireless ad hoc networks. In J. Proakis, editor, Wiley Encyclopedia of Telecommunications. John Wiley and Sons, 2002.
6. D. Montana. Automated parameter tuning for interpretation of synthetic images. In L. Davis, editor, Handbook of Genetic Algorithms, pages 282-311. Van Nostrand Reinhold, 1991.
7. D. Montana and T. Hussain. Adaptive redesign of reconfigurable data networks using genetic algorithms. Applied Soft Computing, 4(4):433-444, 2004.
8. Opnet Technologies, Inc. Wireless module, 2004. http://www.opnet.com/products/modules/wireless_module.html.
9. R. Ramanathan and J. Redi. A brief overview of ad hoc networks: challenges and directions. IEEE Communications Magazine, 40(5):20-22, 2002.
10. R. Ramanathan, J. Redi, C. Santivanez, D. Wiggins, and S. Polit. Ad hoc networking with directional antennas: A complete system solution. Proceedings for the 2004 IEEE Wireless Networking and Communications Conference (WCNC 2004), 2004.
11. R. Ramanathan, J. Redi, C. Santivanez, D. Wiggins, and S. Polit. Ad hoc networking with directional antennas: A complete system solution. IEEE Journal on Selected Areas In Communications, to appear, March 2005.
12. A. Roy and S. Das. QM2RP: A QoS-based mobile multicast routing protocol using multi-objective genetic algorithm. Wireless Networks, 10(3):271-286, 2004.
13. E. Royer and C.-K. Toh. A review of current routing protocols for ad hoc mobile wireless networks. IEEE Personal Communications, 6(4):46-55, 1999.
14. C. Santivanez and R. Ramanathan. Hazy sighted link state (hsls) routing: A scalable link state algorithm. BBN Technical Memo BBNTM-1301, BBN Technologies, 2001.
15. M. Sinclair. Evolutionary telecommunications: A summary. In GECCO'99 Workshop on Evolutionary Telecommunications: Past, Present and Future, pages 209-212, 1999.
16. E. Sozer, M. Stojanovic, and J. Proakis. Initialization and routing optimization for ad-hoc underwater acoustic networks. In Proceedings of Opnetwork, 2000.
17. D. Turgut, S. Das, R. Elmasri, and B. Turgut. Optimizing clustering algorithm in mobile ad hoc networks using genetic algorithmic approach. Proceedings of IEEE Global Telecommunications Conference (GLOBECOM), 21(1):62-66, 2002.