Bacterial foraging oriented by differential evolution strategy

2nd International Conference on Information Engineering and Computer Science - Proceedings, ICIECS 2010

Volumn , Issue , 2010, Pages

  Gao, Fei ^a   Gao, Hongrui ^a   Qi, Yibo ^a   Yin, Qiang ^a  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Bacterial foraging optimization; Chemotaxis step; Differential evolution; Tumble movement

Indexed keywords

BACTERIAL FORAGING; BACTERIAL FORAGING OPTIMIZATION; CHEMOTAXIS STEP; COLLECTIVE INTELLIGENCES; COMPLEX BENCHMARK; CONVERGENCE SPEED; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION STRATEGY; EXPERIMENTAL VERIFICATION; FORAGING BEHAVIORS; OPTIMIZATION ALGORITHMS; SOLUTION ACCURACY; TUMBLE MOVEMENT;

BACTERIOLOGY; BIOCHEMISTRY; COMPUTER SCIENCE; ESCHERICHIA COLI; EVOLUTIONARY ALGORITHMS; MATHEMATICAL OPERATORS; OPTIMIZATION;

BACTERIA;

EID: 79951607853     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIECS.2010.5677664     Document Type: Conference Paper

References (13)

1. Y. Liu and K. M. Passino, "Biomimicry of social foraging bacteria for distributed optimization: Models, principles, and emergent behaviors," Journal of Optimization Theory and Applications, vol. 115, no. 3, pp. 603-628, 2002.
2. S. Das, A. Biswas, S. Dasgupta, and A. Abraham, "Bacterial foraging optimization algorithm: Theoretical foundations, analysis, and applications," in Foundations of Computational Intelligence Volume 3, ser. Studies in Computational Intelligence, A. Abraham, A.-E. Hassanien, P. Siarry, and A. Engelbrecht, Eds. Springer Berlin Heidelberg, 2009, vol. 203, pp. 23-55.
3. A. Biswas, S. Dasgupta, S. Das, and A. Abraham, "Synergy of pso and bacterial foraging optimization ł a comparative study on numerical benchmarks," in Innovations in Hybrid Intelligent Systems, ser. Advances in Soft Computing, E. Corchado, J. Corchado, and A. Abraham, Eds. Springer Berlin / Heidelberg, 2007, vol. 44, pp. 255-263.
4. W. M. Korani, "Bacterial foraging oriented by particle swarm optimization strategy for pid tuning," in Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, C. Ryan and M. Keijzer, Eds. ACM, 2008, pp. 1823-1826.
5. B. Niu, Y. Fan, L. Tan, J. Rao, and L. Li, "A review of bacterial foraging optimization part ii : Applications and challenges," in Advanced Intelligent Computing Theories and Applications, ser. Communications in Computer and Information Science, D.-S. Huang, M. McGinnity, L. Heutte, and X.-P. Zhang, Eds. Springer Berlin Heidelberg, 2010, vol. 93, pp. 544-550.
6. T. Zang, Z. He, and D. Ye, "Bacterial foraging optimization algorithm with particle swarm optimization strategy for distribution network reconfiguration," in Advances in Swarm Intelligence, ser. Lecture Notes in Computer Science, Y. Tan, Y. Shi, and K. Tan, Eds. Springer Berlin Heidelberg, 2010, vol. 6145, pp. 365-372.
7. K. Bakwad, S. Pattnaik, B. Sohi, S. Devi, B. Panigrahi, and S. Gollapudi, "Multimodal function optimization using synchronous bacterial foraging optimization technique," IETE Journal of Research, vol. 56(2), pp. 80-87, 2010.
8. R. Storn and K. Price, "Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces," J. of Global Optimization, vol. 11, no. 4, pp. 341-359, 1997.
9. P. Kenneth, M. S. Rainer, and A. L. Jouni, Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series). Springer-Verlag New York, Inc., 2005.
10. F. Gao, "Computing unstable period orbits of discrete chaotic system though differential evolutionary algorithms basing on elite subspace," Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, vol. 25, pp. 96-102, 2005.
11. F. Gao and H. Tong, "Computing two linchpins of topological degree by a novel differential evolution algorithm," International Journal of Computational Intelligence and Applications, vol. 5, no. 3, pp. 335-350, 2005.
12. C.-W. Chiang, W.-P. Lee, and J.-S. Heh, "A 2-opt based differential evolution for global optimization," Appl. Soft Comput., vol. 10, no. 4, pp. 1200-1207, 2010.
13. B. Thomas, B. F. David, and M. Zbigniew, Handbook of Evolutionary Computation. Bristol, UK: IOP Publishing Ltd., 1997.