List of genetic algorithm applications

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This is a list of genetic algorithm (GA) applications.

References[edit]

  1. ^ Aloysius George, B. R. Rajakumar, D. Binu, (2012) "Genetic algorithm based airlines booking terminal open/close decision system"
  2. ^ "Del Moral - Bayesian Statistics". u-bordeaux1.fr. 
  3. ^ a b a tutorial on genetic particle models
  4. ^ Gondro C, Kinghorn BP (2007). "A simple genetic algorithm for multiple sequence alignment". Genetics and Molecular Research. 6 (4): 964–982. PMID 18058716. 
  5. ^ Notredame C, Higgins DG (1995). "SAGA a Genetic Algorithm for Multiple Sequence Alignment". Nucleic Acids Research. 24 (8): 1515–24. PMC 145823Freely accessible. PMID 8628686. doi:10.1093/nar/24.8.1515. 
  6. ^ "Notredame Lab Home Page - Comparative Bioinformatics". tcoffee.org. 
  7. ^ 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. PMID 7545258. doi:10.1006/jtbi.1995.0098. 
  8. ^ "Generalizing and learning protein-DNA binding sequence representations by an evolutionary algorithm". Soft Computing. 15: 1631–1642. doi:10.1007/s00500-011-0692-5. 
  9. ^ "Del Moral - Biology & Chemistry". u-bordeaux1.fr. 
  10. ^ an article on genetic particle models
  11. ^ 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. PMID 15990235. doi:10.1016/j.bbagen.2005.04.027. 
  12. ^ Karolina Stanislawska; Krzysztof Krawiec; Zbigniew W. Kundzewicz (April 2012). "Modelling global temperature changes with genetic programming.". Computers and Mathematics with Applications. 
  13. ^ Karolina Stanislawska; Krzysztof Krawiec; Timo Vihma (July 15, 2015). "Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions.". 
  14. ^ Auffarth, B. (2010). Clustering by a Genetic Algorithm with Biased Mutation Operator. WCCI CEC. IEEE, July 18–23, 2010. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.170.869
  15. ^ Joachim De Zutter
  16. ^ Li, Y.; et al. (2004). "CAutoCSD – Evolutionary search and optimisation enabled computer automated control system design". International Journal of Automation and Computing. 1 (1): 76–88. doi:10.1007/s11633-004-0076-8. 
  17. ^ Craig Aaen Stockdale (June 1, 2008). "A (r)evolution in Crime-fighting.". Forensic Magazine. 
  18. ^ "CiteSeerX — Citation Query Switching Control Systems and Their Design Automation via Genetic Algorithms". psu.edu. 
  19. ^ Li, Y.; et al. (1996). "Genetic algorithm automated approach to design of sliding mode control systems". Int J Control. 63 (4): 721–739. CiteSeerX 10.1.1.43.1654Freely accessible. doi:10.1080/00207179608921865. 
  20. ^ "Loughborough University Institutional Repository". handle.net. 
  21. ^ 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. doi:10.1177/0959651814550540. 
  22. ^ SymbioticSphere – Distributed Software Systems Group, University of Massachusetts, Boston Archived 2009-03-29 at the Wayback Machine.
  23. ^ Zhang, S.X.; Babovic, V. (2012). "A real options approach to the design and architecture of water supply systems using innovative water technologies under uncertainty". Journal of Hydroinformatics. 14 (1): 13–29. doi:10.2166/hydro.2011.078. 
  24. ^ Buurman, J.; Zhang, S.X.; Babovic, V. (2009). "Reducing risk through real options in systems design: the case of architecting a maritime domain protection system". Risk Analysis. 29 (3): 366–379. doi:10.1111/j.1539-6924.2008.01160.x. 
  25. ^ 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. PMC 1804277Freely accessible. PMID 17298664. doi:10.1186/1471-2164-8-49. 
  26. ^ "Website for Feynman-Kac particle models". u-bordeaux1.fr. 
  27. ^ a review article on genetic particle models
  28. ^ "Feynman-Kac Formulae". u-bordeaux1.fr. 
  29. ^ "Del Moral - Financial Mathematics". u-bordeaux1.fr. 
  30. ^ links to particle filters
  31. ^ a tutorial on genetic particle models
  32. ^ Hitoshi Iba, Sumitaka Akiba, Tetsuya Higuchi, Taisuke Sato: BUGS: A Bug-Based Search Strategy using Genetic Algorithms. PPSN 1992:
  33. ^ Ibrahim, W. and Amer, H.: An Adaptive Genetic Algorithm for VLSI Test Vector Selection
  34. ^ 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. 
  35. ^ Guillaume, A. (2007). "Deep space network scheduling using evolutionary computational methods". Aerospace Conference, 2007 IEEE: 1–6. 
  36. ^ Optimization of Water-level Monitoring Networks in the Eastern Snake River Plain Aquifer Using a Kriging-based Genetic Algorithm Method United States Geological Survey
  37. ^ 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
  38. ^ "Genetic Algorithms for Engineering Optimization" (PDF). 
  39. ^ "Applications of evolutionary algorithms in mechanical engineering.". 
  40. ^ Krzysztof Krawiec; Mikołaj Pawlak (April 10, 2015). "Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels". 
  41. ^ Fitzgerald, Jeannie , Ryan, Conor , Medernach, David and Krawiec, Krzysztof (July 15, 2015). "An Integrated Approach to Stage 1 Breast Cancer Detection.". 
  42. ^ "Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization". Lecture Notes in Computer Science: 481–490. doi:10.1007/978-3-642-12239-2_50. 
  43. ^ "An evolutionary algorithm with species-specific explosion for multimodal optimization". acm.org. 
  44. ^ "Evolutionary multimodal optimization using the principle of locality". Information Sciences. 194: 138–170. doi:10.1016/j.ins.2011.12.016. 
  45. ^ Bagchi Tapan P (1999). "Multiobjective Scheduling by Genetic Algorithms". Multiobjective Scheduling by Genetic Algorithms. Kluwer Academic. ISBN 0-7923-8561-6. 
  46. ^ "Applying Genetic Algorithms to Recurrent Neural Networks for Learning Network Parameters and Architecture". arimaa.com. 
  47. ^ 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. PMID 17869072. doi:10.1016/j.artmed.2007.07.010. 
  48. ^ "To the beat of the byte". BBC News. 1998-07-01. Retrieved 2010-05-03. 
  49. ^ 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.
  50. ^ Willett P (1995). "Genetic algorithms in molecular recognition and design". Trends in Biotechnology. 13 (12): 516–521. PMID 8595137. doi:10.1016/S0167-7799(00)89015-0. 
  51. ^ "Protein structure prediction on a lattice model via multimodal optimization techniques". acm.org. 
  52. ^ "Del Moral - Rare events". u-bordeaux1.fr. 
  53. ^ a review article
  54. ^ Zhang, S.X.; Babovic, V. (2011). "An evolutionary real options framework for the design and management of projects and systems with complex real options and exercising conditions". Decision Support Systems. 51 (1): 119–129. doi:10.1016/j.dss.2010.12.001. 
  55. ^ "Del Moral - Optimal Control". u-bordeaux1.fr. 
  56. ^ BiSNET/e – Distributed Software Systems Group, University of Massachusetts, Boston Archived 2009-06-22 at the Wayback Machine.