Adaptive computational chemotaxis in bacterial foraging algorithm

Proceedings - CISIS 2008: 2nd International Conference on Complex, Intelligent and Software Intensive Systems

Volumn , Issue , 2008, Pages 64-71

  Dasgupta, Sambarta ^a   Biswas, Arijit ^a   Abraham, Ajith ^b   Das, Swagatam ^a  

^a JADAVPUR UNIVERSITY   (India)

^b NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

Bacterial foraging; Computational chemotaxis; Stochastic gradient descent

Indexed keywords

EID: 54749138443     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISIS.2008.6     Document Type: Conference Paper

References (10)

1. Passino, K. M.: Biomimicry of Bacterial Foraging for Distributed Optimization and Control, IEEE Control Systems Magazine, 52-67, (2002).
2. Liu, Y. and Passino, K. M.: 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, December 2002
3. Kim, D. H., Abraham, A., Cho, J. H.: A hybrid genetic algorithm and bacterial foraging approach for global optimization, Information Sciences, Vol. 177(18), 3918-3937, (2007).
4. Mishra, S.: A hybrid least square-fuzzy bacterial foraging strategy for harmonic estimation. IEEE Trans. on Evolutionary Computation, vol. 9(1): 61-73, (2005).
5. Tripathy, M., Mishra, S., Lai, L. L. and Zhang, Q. P.: Transmission Loss Reduction Based on FACTS and Bacteria Foraging Algorithm. PPSN, 222-231, (2006).
6. Kim, D. H., Cho, C. H.: Bacterial Foraging Based Neural Network Fuzzy Learning. IICAI 2005, 2030-2036.
7. Avriel, M.: Nonlinear Programming: Analysis and Methods, Dover Publishing (2003).
8. Snyman, J. A.: Practical Mathematical Optimization: An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms. Springer Publishing (2005).
9. Yao, X., Liu, Y., Lin, G. Evolutionary programming made faster, IEEE Transactions on Evolutionary Computation, vol 3, No 2, 82-102, (1999).
10. Angeline, P. J.: Evolutionary optimization versus particle swarm optimization: Philosophy and the performance difference, Lecture Notes in Computer Science (vol. 1447), Proceedings of 7th International Conference on. Evolutionary Programming - Evolutionary Programming VII (1998) 84-89.