Research Article

Ant Colony Optimization in Different Engineering Applications: An Overview

by  R. Geetha, G. Umarani Srikanth
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 49 - Issue 17
Published: July 2012
Authors: R. Geetha, G. Umarani Srikanth
10.5120/7720-1091
PDF

R. Geetha, G. Umarani Srikanth . Ant Colony Optimization in Different Engineering Applications: An Overview. International Journal of Computer Applications. 49, 17 (July 2012), 19-25. DOI=10.5120/7720-1091

                        @article{ 10.5120/7720-1091,
                        author  = { R. Geetha,G. Umarani Srikanth },
                        title   = { Ant Colony Optimization in Different Engineering Applications: An Overview },
                        journal = { International Journal of Computer Applications },
                        year    = { 2012 },
                        volume  = { 49 },
                        number  = { 17 },
                        pages   = { 19-25 },
                        doi     = { 10.5120/7720-1091 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2012
                        %A R. Geetha
                        %A G. Umarani Srikanth
                        %T Ant Colony Optimization in Different Engineering Applications: An Overview%T 
                        %J International Journal of Computer Applications
                        %V 49
                        %N 17
                        %P 19-25
                        %R 10.5120/7720-1091
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

Ant Colony Optimization (ACO) is a technique that was introduced in the early 1990's and it is inspired by the foraging behavior of ant colonies. ACO algorithms have long been thought as generating high quality solutions for various problems in different Engineering Applications. This survey provides an overview of past and on-going research of ACO in diverse engineering applications pertaining to computer science fields such as mobile and wireless networks, sensor networks, grid computing, P2P Computing, Pervasive computing, Data mining, Software engineering, Database systems, Multicore Processing, Artificial intelligence, Image processing, Biomedical applications and also other domains relevant to Electronics and Electrical Engineering fields. We finally summarize the comprehensive study of applications in all these fields deployed ACO.

References
  • Farah Mourad, Hicham Chehade, Hichem Snoussi, Farouk Yalaoui, Lionel Amodeo, C´Edric Richard "Controlled Mobility Sensor Networks For Target Tracking Using Ant Colony Optimization", IEEE Transactions On Mobile Computing, Volume 11, pp: 1261 – 1273, 2011
  • M. Dorigo, V. Maniezzo & A. Colorni, "Ant System: Optimization by A Colony of Cooperating Agents", IEEE Transactions on Systems, Man, and Cybernetics–Part B, vol 26, pp: 29-41, 1996
  • Marco Dorigo, Mauro Birattari, and Thomas Stutzle, "Ant Colony Optimization Artificial Ants as a Computational Intelligence Technique", IEEE Computational Intelligence Magazine, 2006
  • Ying Lin, Jun Zhang, Henry Shu-Hung Chung Wai Hung Ip, Yun Li, and Yu-Hui Shi, "An Ant Colony Optimization Approach for Maximizing the Lifetime of Heterogeneous Wireless Sensor Networks", IEEE Transactions on Systems, Man and Cybernetics-Part C: Applications and Reviews, 2011
  • Yan Liang, Jiannong Cao, Lei Zhang, Rui Wang, Quan Pan, "A Biologically Inspired Sensor Wakeup Control Method For Wireless Sensor Networks", IEEE Transactions On Systems, Man, And Cybernetics—Part C: Applications And Reviews, Vol. 40, 2010
  • Iyengar S. S. , Hsiao-Chun Wu, N. Balakrishnan, and Shih Yu Chang, "Biologically Inspired Cooperative Routing For Wireless Mobile Sensor Networks", IEEE Systems Journal, Vol. 1, 2007
  • Wu Min, Zhang Zhi-Ming "Using Ant Colony Optimization to Modeling the Network Vulnerability Detection and Restoration System", International Conference OnIndustrial Mechatronics and Automation, 2009, ICIMA 2009
  • Lei Yang; Zhiguang Qin; Can Wang; Yao Liu; Chaosheng Feng, "A P2P Reputation Model Based On Ant Colony Algorithm", International Conference on Communications, Circuits and Systems, 2010
  • Abortion Forestiero, And Carlo Mastroianni, "A Swarm Algorithm for a Self-Structured P2P Information System", IEEE Transactions on Evolutionary Computation, Vol. 13, 2009
  • Wei-Neng Chen, Jun Zhang, "An Ant Colony Optimization Approach To A Grid Workflow Scheduling Problem With Various Qos Requirements", IEEE Transactions On Systems, Man, and Cybernetics,Vol-39, 2009
  • Yuhui Deng, Frank Wang, Adrian Ciura, "Ant Colony Optimization Inspired Resource Discovery In P2P Grid Systems", The Journal of Supercomputing, Volume 49, 2009
  • Suchang Guo, Hong-Zhong Huang, Zhonglai Wang, and Min Xie, "Grid Service Reliability Modeling and Optimal Task Scheduling Considering Fault Recovery", IEEE Transactions on Reliability, Vol. 60, 2011
  • Peng, Fei; Malatras, Apostolos; Hirsbrunner, Boat; Courant, Michele, "Antom: Constructing Multi-Layer Overlays for Pervasive Environments", IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), 2012
  • Yong Liu; Sunjun Liu, "Intrusion Detection System Based On Ant Colony Memory Principle", International Conference On Apperceiving Computing And Intelligence Analysis, 2009.
  • Hua Chen , Albert Mo Kim Cheng, Ying-Wei Kuo, "Assigning Real-Time Tasks To Heterogeneous Processors By Applying Ant Colony Optimization", Journal Of Parallel and Distributed Computing, Vol 71, 2011
  • Otero, F. , Freitas, A. Johnson, C. "A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms", 2012
  • Dongxiao Niu, Yongli Wang, Desheng Dash Wu, "Power Load Forecasting Using Support Vector Machine And Ant Colony Optimization", An International Journal On Expert Systems With Applications, 2010
  • Anna Veronica Baterina, Carlos Oppus , "Image Edge Detection Using Ant Colony Optimization", WSEAS Transactions on Signal Processing, Vol 6, 2010
  • Lin Ma, Kuanquan Wang, David Zhang, "A Universal Texture Segmentation And Representation Scheme Based On Ant Colony Optimization For Iris Image Processing", International Journal Of Computers & Mathematics with Applications ,Vol 57, 2009
  • Jing Tian and Li Chen, "Image Noise Estimation Using a Variation-Adaptive Evolutionary Approach", IEEE Signal Processing Letters, Vol. 19, 2012
  • Wei-Neng Chen, Jun Zhang, Henry Shu-Hung Chung, Rui-Zhang Huang, Ou Liu, "Optimizing Discounted Cash Flows In Project Scheduling: An Ant Colony Optimization Approach", IEEE Transactions On Systems, Man, And Cybernetics, Part C: Applications And Reviews, Vol 40, 2010
  • Wei-Neng Chen and Jun Zhang, "Ant Colony Optimization for Software Project Scheduling and Staffing With an Event-Based Scheduler", IEEE Transactions on Software Engineering, Vol 99, 2012
  • Hazem Abdallah, Hassan M. Emara, Hassan T. Dorrah, Ahmed Bahgat, "Using Ant Colony Optimization Algorithm For Solving Project Management Problems", Expert Systems With Applications: An International Journal, Vol 36,2009
  • Hai Ming Jiang, Kang Xie and Ya Fei Wang, "Novel Design of Flat Gain Spectrum Raman Fiber Amplifiers Based On Ant Colony Optimization", IEEE Photonics Technology Letters, Vol. 23, 2011
  • Chia-Feng Juang, Chun-Ming Lu, Chiang Lo and Chi-Yen Wang, "Ant Colony Optimization Algorithm for Fuzzy Controller Design and Its FPGA Implementation", IEEE Transactions on Plasma Science, Vol. 39, 2011
  • Wenbiao Liu, Cao Yanjie, Yuan Zhang, Jie Wang and Dawei Yang, "Parameters Optimization of Synchronous Induction Coilgun Based On Ant Colony Algorithm", IEEE Transactions on Plasma Science, Vol. 39, 2011
  • Christian Blum, Mateu Yábar Vallès, Maria J. Blesa , "An Ant Colony Optimization Algorithm For DNA Sequencing By Hybridization", Journal Computers And Operations Research, Vol 35, pp:3620-3635, 2008
  • G. N. Ramos, Y. Hatakeyama , F. Dong, K. Hirota , "Hyperbox Clustering With Ant Colony Optimization (HACO) Method And Its Application To Medical Risk Profile Recognition", Journal Of Applied Soft Computing, Vol 9, 2009
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

ACO Mobile and Wireless Sensor Networks (WSNs) Grid and P2P computing Pervasive Computing Network Security Data Mining Multicore Processors Engineering Applications

Powered by PhDFocusTM