Multimodal function optimization using synchronous bacterial foraging optimization technique

IETE Journal of Research

Volumn 56, Issue 2, 2010, Pages 80-87

  Bakwad, K ^a   Pattnaik, S ^a   Sohi, B ^b   Devi, S ^a   Panigrahi, B ^c   Gollapudi, Sastry ^a  

^a NATIONAL INSTITUTE OF TECHNICAL TEACHERS TRAINING AND RESEARCH   (India)

^b Surya Schools of Engineering and Technology   (India)

^c INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

Author keywords

Average optimum value and standard deviation; Benchmark functions; High dimension; Multimodal; Mutation; Synchronous bacterial foraging optimization

Indexed keywords

BACTERIAL FORAGING OPTIMIZATION; BENCHMARK FUNCTIONS; HIGH DIMENSIONS; MULTI-MODAL; OPTIMUM VALUE; STANDARD DEVIATION;

BACTERIOLOGY; BENCHMARKING; FUNCTION EVALUATION; STATISTICS;

OPTIMIZATION;

EID: 77952508868     PISSN: 03772063     EISSN: 0974780X     Source Type: Journal    
DOI: 10.4103/0377-2063.63085     Document Type: Article

References (14)

1. R C Eberhart, and Y Shi, Comparison between genetc algorithm and partcle swarm optmizaton, IEEE Int. Conf. Comput. Anchorage, AK, pp. 611-6, May. 1998.
2. V S Chintakindi, S S Patnaik, O P Bajpai, M Data, S Devi, and G V R S Sastry, et al. Partcle Swarm Optmizaton Technique a Sof Computng Tool for Denoising Images, Proceedings of 10th Internatonal Conference on Informaton Science, Salt Lake City, Utah, USA, pp. 995-1001, 2007.
3. Y Shi, and R C Eberhart, A Modifed Partcle Swarm Optmizer, Proceedings of the IEEE Congress on Evolutonary Computaton (CEC 1998), Piscataway, NI, pp. 69-73, 1998.
4. Ratnaweera, S Halgamuge, and H Watson, Self Organizing Hierarchical Partcle Swarm Optmizaton with tme varying acceleraton coefcients, IEEE transactons on Evolutonary Computatons, Vol. 8, pp. 240-55, 2004.
5. S Pasupulet, and R Bhatt, The Gregarious Partcle Swarm Optmizer (GPSO), GECCO Seatle, Washington, USA. Jul. 8-12, 2006.
6. Liu, K M Passino, and M A Simaan, Biomimicry of Social Foraging Bacteria for distributed Optmizaton: Models, Principles, and Emergent Behaviors, J of Optmizaton Theory and Applicatons, Vol. 115, No.3, pp. 603-28, Dec 2002.
7. A Biswas, S Dasgupta, S Das, and A Abraham, Synergy of PSO and Bacterial Foraging Optmizaton-A Comparatve Study on Numerical Benchmarks, Innovatons in Hybrid Intelligent Systems, ASC 44, Springer-Verlag, Berlin Heidelberg, pp. 255-63, 2007.
8. Kim D H, Abraham A, and Cho J H, A hybrid genetc algorithm and bacterial foraging approach for global optmizaton, Informaton Sciences, Vol. 177, No.18, pp. 3918-37, 2007.
9. W J Tang, and Q H Wu, Bacterial Foraging Algorithm for Dynamic Environments, IEEE Congress on Evolutonary Computaton, Canada 16-21, Jul. 2006.
10. G V R S Sastry, S S Patnaik, O P Bajpai, S Devi, V Sagar, and P K Pradyumna, et al. Bacterial Foraging Optmizaton technique to calculate resonant frequency of rectangular micro strip antenna, Internatonal J of RF and Microwave Computer-Aided Engineering, Vol. 18, Issue 4, pp. 383-8, Jul. 2008.
11. S Mishra, Hybrid least-square adaptve bacterial foraging strategy for harmonic estmaton, IEEE Proceedings-Generaton, Transmission, Distributon, Vol. 152, pp. 379-89, May. 2005. (Pubitemid 40751388)
12. K M Bakwad, S S Patnaik, B S Sohi, S Devi, B K Panigrahi, and G V R S Sastry, Bacterial Foraging Optmizaton Technique Cascaded with Adaptve Filter to Enhance PSNR from a Single Image, IETE J of Research, Vol. 55, Issue 4, pp. 173-9, Jul-Aug. 2009.
13. B K Panigrahi, and V R Pandi, Bacterial foraging optmizaton, Nelder-Mead hybrid algorithm for economic load dispatch, Generaton, Transmission and Distributon, IET, Vol. 2, pp. 556-65, 2008.
14. Data T, and Misra I S, Improved Adaptve Bacteria Foraging Algorithm in Optmizaton of Antenna Array for Faster Convergence, Electromagnetc Research C, Vol. 1, pp. 143-57, 2008.