List of genetic algorithm applications

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This is a list of Genetic Algorithm (GA) applications

Applications of genetic algorithms[edit]


  1. ^ Aloysius George, B. R. Rajakumar, D. Binu,(2012) "Genetic algorithm based airlines booking terminal open/close decision system". [1]
  2. ^ Gondro C, Kinghorn BP (2007). "A simple genetic algorithm for multiple sequence alignment". Genetics and Molecular Research 6 (4): 964–982. PMID 18058716. 
  3. ^ van Batenburg FH, Gultyaev AP, Pleij CW (1995). "An APL-programmed genetic algorithm for the prediction of RNA secondary structure". Journal of Theoretical Biology 174 (3): 269–280. doi:10.1006/jtbi.1995.0098. PMID 7545258. 
  4. ^ Notredame C, Higgins DG (1995). "SAGA a Genetic Algorithm for Multiple Sequence Alignment". Nucleic Acids Research 24 (8): 1515–24. doi:10.1093/nar/24.8.1515. PMC 145823. PMID 8628686. 
  5. ^ Cedric Notredame Home Page
  6. ^ Ka-Chun Wong*, Chengbin Peng, Man-Hon Wong, Kwong-Sak Leung: Generalizing and learning protein-DNA binding sequence representations by an evolutionary algorithm. Soft Computing, 15:1631-1642, 2011.
  7. ^ Hill T, Lundgren A, Fredriksson R, Schiöth HB (2005). "Genetic algorithm for large-scale maximum parsimony phylogenetic analysis of proteins". Biochimica et Biophysica Acta 1725 (1): 19–29. doi:10.1016/j.bbagen.2005.04.027. PMID 15990235. 
  8. ^ Auffarth, B. (2010). Clustering by a Genetic Algorithm with Biased Mutation Operator. WCCI CEC. IEEE, July 18–23, 2010.
  9. ^ Joachim De Zutter
  10. ^ Li, Y., et al. (2004). CAutoCSD – Evolutionary search and optimisation enabled computer automated control system design. International Journal of Automation and Computing, 1(1). pp. 76–88. ISSN 1751-8520,
  11. ^ Craig Aaen Stockdale (June 1, 2008). "A (r)evolution in Crime-fighting.". Forensic Magazine. 
  12. ^ Ng, K.C., Switching Control Systems and Their Design Automation via Genetic Algorithms, PhD Thesis, University of Glasgow, 1995.
  13. ^ Li, Y. et al. (1996). "Genetic algorithm automated approach to design of sliding mode control systems". Int J Control 63 (4): 721–739. doi:10.1080/00207179608921865. CiteSeerX: 
  14. ^ K. Michail, Optimised Configuration of Sensing Elements for Control and Fault Tolerance Applied to an Electro-Magnetic Suspension, PhD Thesis, Loughborough University, UK, 2009.
  15. ^ Patrascu, M. (2015). "Genetically enhanced modal controller design for seismic vibration in nonlinear multi-damper configuration". Proc.I.Mech. Part I: Journal of Systems and Control Engineering 229 (2): 158–168. 
  16. ^ SymbioticSphere – Distributed Software Systems Group, University of Massachusetts, Boston
  17. ^ To CC, Vohradsky J (2007). "A parallel genetic algorithm for single class pattern classification and its application for gene expression profiling in Streptomyces coelicolor". BMC Genomics 8: 49. doi:10.1186/1471-2164-8-49. PMC 1804277. PMID 17298664. 
  18. ^ Hitoshi Iba, Sumitaka Akiba, Tetsuya Higuchi, Taisuke Sato: BUGS: A Bug-Based Search Strategy using Genetic Algorithms. PPSN 1992:
  19. ^ Ibrahim, W. and Amer, H.: An Adaptive Genetic Algorithm for VLSI Test Vector Selection
  20. ^ a b Maimon, Oded; Braha, Dan (1998). "A genetic algorithm approach to scheduling PCBs on a single machine" (PDF). International Journal of Production Research 36: 3. 
  21. ^ Optimization of Water-level Monitoring Networks in the Eastern Snake River Plain Aquifer Using a Kriging-based Genetic Algorithm Method United States Geological Survey
  22. ^ A. dos Santos-Paulino, J.-C. Nebel and F.Florez-Revuelta (2014) Evolutionary algorithm for dense pixel matching in presence of distortions, EvoStar Conference, Granada, Spain, 23-25 April 2014
  23. ^ "Genetic Algorithms for Engineering Optimization" (PDF). 
  24. ^ "Applications of evolutionary algorithms in mechanical engineering.". 
  25. ^ Ka-Chun Wong, Kwong-Sak Leung, Man Hon Wong: Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization. EvoApplications (1) 2010: 481-490
  26. ^ Ka-Chun Wong, Kwong-Sak Leung, Man Hon Wong: An evolutionary algorithm with species-specific explosion for multimodal optimization. GECCO 2009: 923-930
  27. ^ Ka-Chun Wong, Chun-Ho Wu, Ricky K.P. Mok, Chengbin Peng, Zhaolei Zhang, Evolutionary multimodal optimization using the principle of locality, Information Sciences, Volume 194, 1 July 2012, Pages 138-170, ISSN 0020-0255, 10.1016/j.ins.2011.12.016
  28. ^ Bagchi Tapan P (1999). "Multiobjective Scheduling by Genetic Algorithms". Multiobjective Scheduling by Genetic Algorithms (Kluwer Academic). ISBN 0-7923-8561-6. 
  29. ^ Applying Genetic Algorithms to Recurrent Neural Networks for Learning Network Parameters and Architecture
  30. ^ Wang S, Wang Y, Du W, Sun F, Wang X, Zhou C, Liang Y (2007). "A multi-approaches-guided genetic algorithm with application to operon prediction". Artificial Intelligence in Medicine 41 (2): 151–159. doi:10.1016/j.artmed.2007.07.010. PMID 17869072. 
  31. ^ "To the beat of the byte". BBC News. 1998-07-01. Retrieved 2010-05-03. 
  32. ^ Zhang, J., Lo, W.L., and Chung, H., "Pseudocoevolutionary Genetic Algorithms for Power Electronic Circuits Optimization", IEEE Trans Systems, Man, and Cybernetics, Part C., Vol.36, No.4, July 2006, pp. 590–598.
  33. ^ Willett P (1995). "Genetic algorithms in molecular recognition and design". Trends in Biotechnology 13 (12): 516–521. doi:10.1016/S0167-7799(00)89015-0. PMID 8595137. 
  34. ^ Wong, K., Leung, K., and Wong, M. 2010. Protein structure prediction on a lattice model via multimodal optimization techniques. GECCO 2010: 155-162
  35. ^ BiSNET/e – Distributed Software Systems Group, University of Massachusetts, Boston