A parallel immune algorithm based on fine-grained model with GPU-acceleration

2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009

Volumn , Issue , 2009, Pages 683-686

  Li, Jianming ^a   Zhang, Lihua ^a   Liu, Linlin ^a  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

CUDA; Fine grained; Genetic algorithm; GPU; Immune algorithm; Parallel process

Indexed keywords

ANALYTICAL RESULTS; DATA-COMMUNICATION; GRAINED MODELS; IMMUNE ALGORITHM; OPTIMIZATION PROBLEMS; PARALLEL COMPUTER; PARALLEL PROCESS; POPULATION SIZES; ROBUST STRATEGY;

GENETIC ALGORITHMS; POPULATION STATISTICS;

COMPUTER GRAPHICS EQUIPMENT;

EID: 77951486127     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2009.44     Document Type: Conference Paper

References (13)

1. Heder S. Bernardino and Helio J. C. Barbosa, "Artificial Immune Systems for Optimization," Studies in Computational Intelligence, vol.193, May. 2009, pp.398-411, doi: 10.1007/978-3-642-00267-0-4.
2. Mariusz Oszust and Marian Wysocki, "A Distributed Immune Algorithm for Solving Optimization Problems," Studies in Computational Intelligence, vol.162, Sep. 2008, pp.147-155, dio: 10.1007/978-3-540-85257-5.
3. Dasgupta, D., "Artficial Immune Systems and Their Applications, " Springer-Verlag New York, Inc. Secaucus, NJ, USA , 1999.
4. Edward Mezyk and Olgierd Unold , "Accelerating improvement of fuzzy rules induction with artificial immune systems," WSEAS TRANSACTIONS on SYSTEMS, vol.7, no.10, Oct. 2008, pp: 900-909.
5. Liang Yang, and Yang Hongyu, "Immunity Genetic Algorithm Based on Elitist Strategy and its Application to the TSP Problem," Proceedings of the 2008 International Symposium on Intelligent Information Technology Application Workshops, vol.2, Dec.2008, pp.3-6, dio: 10.1109/IITA.Workshops. 2008.20.
6. Sasaki M, Kawafuku M and Takahashi K. Gonzalez , "An immune feedback mechanism based adaptive learning of neural network controller," Proc. Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference. IEEE Computer Society Press, vol.2, Nov.1999, pp.502-507, dio: 10.1109/ICONIP.1999.845645.
7. Yoshiki Kashimori, Yoshihiro Ochi, Mei Hong Zheng, Takeshi Kambara , "Introducing chronicity : a quantitative measure of self/non-self in immune response," Proc. Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats, MIT Press, 2002, pp.232-241.
8. Qi Yu Tao, Jiao Li Cheng and Liu Fang, "Parallel Artificial Immune Algorithm for Large-Scale TSP," Acta Electronica Sinica, vol.36, no.8, 2008.
9. Dasgupta D, "Artificial neural networks and artificial immune systems: similarities and differences," Proc. 1997 IEEE International Conference on Computational Cybernetics and Simulation. Institute of Electrical and Electronic Engineers, IEEE press, vol.1, Oct.1997, pp.873-878.
10. Peter J. Bentley and Doheon Lee, "Special Issue on Artificial Immune System," Journal of Mathematical Modelling and Algorithms, vol.8,no.2, June 2009,pp:101-102, dio: 10.1007/s10852-009-9106-9114
11. Jowens JD, Luebke D and Govindaraju N, "A survey of general purpose computation on graphics hardware," Euro-Graphics 2005, 2005. pp.21-51.
12. K. L. Fok, T. T. Wong, and M. L. Wong, "Evolutionary computing on consumer-level graphics hardware," IEEE Intelligent Systems, vol.22,no.2, March 2007, pp.69-78..
13. Li J M, Wan D L, Chi Z X and Hu X P, "An Efficient Fine-Grained Parallel Particle Swarm Optimization Method based on GPU-acceleration," International Journal of Innovative Computing, Information and Control, vol.3, no.6, 2007, pp.1707-1714