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Reseach Article

A Survey of Applications of Glowworm Swarm Optimization Algorithm

Published on December 2013 by Asha Gowda Karegowda, Mithilesh Prasad
International Conference on Computing and information Technology 2013
Foundation of Computer Science USA
IC2IT - Number 1
December 2013
Authors: Asha Gowda Karegowda, Mithilesh Prasad
11d37003-341a-4acf-9cb0-5234d203302b

Asha Gowda Karegowda, Mithilesh Prasad . A Survey of Applications of Glowworm Swarm Optimization Algorithm. International Conference on Computing and information Technology 2013. IC2IT, 1 (December 2013), 39-42.

@article{
author = { Asha Gowda Karegowda, Mithilesh Prasad },
title = { A Survey of Applications of Glowworm Swarm Optimization Algorithm },
journal = { International Conference on Computing and information Technology 2013 },
issue_date = { December 2013 },
volume = { IC2IT },
number = { 1 },
month = { December },
year = { 2013 },
issn = 0975-8887,
pages = { 39-42 },
numpages = 4,
url = { /proceedings/ic2it/number1/14390-1309/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Computing and information Technology 2013
%A Asha Gowda Karegowda
%A Mithilesh Prasad
%T A Survey of Applications of Glowworm Swarm Optimization Algorithm
%J International Conference on Computing and information Technology 2013
%@ 0975-8887
%V IC2IT
%N 1
%P 39-42
%D 2013
%I International Journal of Computer Applications
Abstract

This paper presents a survey of applications of Glowworm swarm optimization (GSO) algorithms designed in the various fields. Glowworm Swarm Optimization (GSO) is a recent nature-inspired optimization algorithm that simulates the behavior of the lighting worms. GSO algorithm is suitable for a concurrent search of several solutions, having dissimilar or equal objective function values. A number of references are provided that describe applications of GSO algorithms in different domains, such as clustering and various optimization problems.

References
  1. Ibrahim Aljarah, Simone A. Ludwig," A New Clustering Approach based on Glowworm Swarm Optimization", IEEE Congress on Evolutionary Computation, June 2013, pp. 2642-2649.
  2. Yongquan Zhou, Zhe Ouyang, Jiakun Liu, Gaoli Sang, "A Novel K-means Image Clustering Algorithm Based on Glowworm Swarm Optimization", przegl?d elektrotechniczny, Aug. 2012, pp. 266-270.
  3. K. N. Krishnanand, D. Ghose, "Detection of Multiple Source Locations using a Glowworm Metaphor with Applications to Collective Robotics", Swarm Intelligence Symposium, 2005, pp. 84-91.
  4. K. N. Krishnanand, Debasish Ghose: Multimodal Function Optimization using a Glowworm Metaphor with Applications to Collective Robotics, Proceedings of the 2nd Indian International Conference on Artificial ,December 20-22, 2005, pp. 328-346.
  5. Wen-Hwa Liao, Yucheng Kao, Ying-Shan Li, "A sensor deployment approach using glowworm swarm optimization algorithm in wireless sensor networks", Expert Systems with Applications, 2011.
  6. Yongquan zhou, Qifang luo, Jiakun liu, "Glowworm swarm optimization for optimization dispatching system of public transit vehicles", Journal of Theoretical and Applied Information Technology, June 2013, Vol. 52, No. 2, pp. 205-210.
  7. Yongquan ZHOU, Jiakun LIU, Guangwei ZHAO, "Leader Glowworm Swarm Optimization Algorithm for Solving Nonlinear Equations Systems", przegl?d elektrotechniczny, 2012, pp. 101-106.
  8. K. N. Krishnanand, P. Amruth, M. H. Guruprasad, Sharschchandra V. Bidargaddi, D. Ghose, "Glowworm-inspired Robot Swarm for Simultaneous Taxis towards Multiple Radiation Sources", IEEE International Conference on Robotics and Automation, May 2006, pp. 958-963.
  9. Min Li, Xiaohu Yan, Yongxing Cao, Qian Peng, Hailong Zhang, " A Method for the Oil Chromatographic On-line Data Reconciliation Based on GSO and SVM" , TENCON Spring Conference, 2013, pp. 322-326.
  10. Yu Zeng, Jine Zhang, "Glowworm Swarm Optimization and Heuristic Algorithm for Rectangle Packing Problem", IEEE International Conference on Information Science and Technology, Mar. 2012, pp. 136-140.
  11. HE Deng-xu, ZHU Hua-zheng LIU Gui-qing, "Glowworm swarm optimization algorithm for solving multi-constrained QoS multicast routing problem", Seventh International Conference on Computational Intelligence and Security, 2011,pp. 66-70.
  12. ZHANG Yuli, MA Xiaoping, MIAO Yanzi, "Localization of Multiple Odor Sources Using Modified Glowworm Swarm Optimization with Collective Robots", Proceedings of the 30th Chinese Control, 2011, 1899-1904.
  13. J. Senthilnath, S. N. Omkar, V. Mani, Tejovanth N, P. G. Diwakar, Archana Shenoy B, "multi-spectral satellite image classification using glowworm swarm optimization", Geoscience and Remote Sensing Symposium, 2011, pp. 47-50.
  14. K. N. Krishnanand and D. Ghose, "Glowworm Swarm Optimization for Simultaneous Capture of Multiple Local Optima of Multimodal Functions", Swarm Intelligence, 2009,Vol. 3(2), pp. 87-124.
Index Terms

Computer Science
Information Sciences

Keywords

Swarm Intelligence Glowworm Swarm Optimization Algorithm Clustering Optimization Problems