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Reseach Article

A Review of Bacterial Foraging Optimization and Its Applications

Published on May 2012 by Vipul Sharma, S. S. Pattnaik, Tanuj Garg
National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012
Foundation of Computer Science USA
NCFAAIIA - Number 1
May 2012
Authors: Vipul Sharma, S. S. Pattnaik, Tanuj Garg
591b7461-46d6-47c6-8fec-82202153d22e

Vipul Sharma, S. S. Pattnaik, Tanuj Garg . A Review of Bacterial Foraging Optimization and Its Applications. National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012. NCFAAIIA, 1 (May 2012), 9-12.

@article{
author = { Vipul Sharma, S. S. Pattnaik, Tanuj Garg },
title = { A Review of Bacterial Foraging Optimization and Its Applications },
journal = { National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012 },
issue_date = { May 2012 },
volume = { NCFAAIIA },
number = { 1 },
month = { May },
year = { 2012 },
issn = 0975-8887,
pages = { 9-12 },
numpages = 4,
url = { /proceedings/ncfaaiia/number1/6724-1003/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012
%A Vipul Sharma
%A S. S. Pattnaik
%A Tanuj Garg
%T A Review of Bacterial Foraging Optimization and Its Applications
%J National Conference on Future Aspects of Artificial intelligence in Industrial Automation 2012
%@ 0975-8887
%V NCFAAIIA
%N 1
%P 9-12
%D 2012
%I International Journal of Computer Applications
Abstract

Recently, germ intelligence has grabbed prime focus of research fraternity working on optimization and many such powerful algorithms have been reported till date. Of this, Bacterial foraging optimization algorithm (BFOA) has attracted a lot of attention as a high performance optimizer because of its faster convergence and global search approach. Since its inception in 2001, many variants of BFOA have come up leading to even faster convergence with higher accuracy. This paper presents an application based review of such variants and will be useful for new researchers exploring its use in their research problems.

References
  1. Biswas A, Dasgupta S, Das S and Abraham A, " Synergy of PSO and BFO-A Comparative Study on Numerical Benchmarks", International Symposium on Hybrid Artificial Intelligent Systems (HAIS), November, 2007, Salamanca, Spain, pp. 255-263.
  2. Mangraj B B, Misra IS and Barisal AK, "Optimizing Included Angle of symmetrical V-Dipoles for Higher Directivity Using Bacteria Foraging Optimization Algorithm", PIER B, Vol. 3, 2008, pp. , 295-314
  3. Sastri GSVR, Pattnaik SS, Bajpai OP, Devi S, Sagar CV, Patra PK and Bakwad KM, "Bacterial Foraging Optimization Technique to Calculate Resonant Frequency of Rectangular Microstrip Antenna", Int. J. RF Microwave Computer Aided Eng. , Vol. 18, 2008, pp. , 383-388.
  4. Sastri GSVR, Pattnaik SS, Bajpai OP, Devi S and Bakwad KM , "Velocity Modulated Bacterial Foraging Optimization Technique (VMBFO)", Applied Soft Computing Journal, Vol. 11 (1), January 2011, pp. 154-165.
  5. Sastri GSVR, Pattnaik SS, Bajpai OP, Devi S, Bakwad KM and Patra PK "Intelligent Bacterial Foraging Optimization Technique to Calculate Resonant Frequency of RMA", IJMOT, Vol 4(2), March 2009, pp. 67-75.
  6. Chen H, Zu Y, and Hu K, "Adaptive Bacterial Foraging Optimization", Abstracts and Applied Analysis, Vol. 2011, 2011, pp. 1-27.
  7. Mahmoud KR, "Design Optimization of A Bow-Tie Antenna For 2. 45 GHz RFID Readers Using A Hybrid BSO-NM Algorithm", PIER 100, 2010, pp. 105-117
  8. Bakwad KM, Pattnaik SS, Sohi BS, Devi S, Panigrahi BK, Sastri GSVR, "Bacterial Foraging Optimization Technique Cascaded with Adaptive Filter to Enhance Peak Signal to Noise Ratio from Single Image", IETE Journal of Research, Vol 55 (4), Jul-Aug 2009.
  9. Passino KM, "Biomimicry of Bacterial Foraging", IEEE Control System Magzine, Vol. 22, 2002, pp. 52-67.
  10. Datta T, Misra IS, Mangraj BB, Imtiaj S, "Improved Adaptive Bacteria Foraging algorithm in Optimization of Antenna Array for Faster Convergence", PIER C, Vol. 1, 2008, pp. 143-157.
  11. Liu W, Chen H, Chen H, and Chen M, "RFID Network Scheduling Using an Adaptive Bacteria Foraging Algorithm", Journal of Computer Information Systems (JCIS), Vol. 7(4), 2011, pp. 1238-1245.
  12. Korani W, " Bacterial Foraging Oriented By Particle Swarm Optimization Strategy for PID Tuning", GECOO 2008, 12-16 July, 2008, Atlanta, USA, pp. 1823-1826.
  13. Zhang Y, Wu L and Wang S, " Bacterial Foraging Optimization Based Neural Network for Short term Load Forecasting", JCIS, Vol. 6(7), 2010, pp. 2099-2105
Index Terms

Computer Science
Information Sciences

Keywords

Optimization Cad Germ Intelligence Bfoa.