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List of genetic algorithm applications

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

Natural Sciences, Mathematics and Computer Science

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Earth Sciences

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Finance and Economics

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Social Sciences

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Industry, Management and Engineering

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Biological Sciences and Bioinformatics

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General Applications

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Physics

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Other Applications

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References

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  4. ^ Craig Aaen Stockdale (June 1, 2008). "A (r)evolution in Crime-fighting". Forensic Magazine.
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  11. ^ a tutorial on genetic particle models
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  13. ^ Ibrahim, W. and Amer, H.: An Adaptive Genetic Algorithm for VLSI Test Vector Selection
  14. ^ 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): 3. CiteSeerX 10.1.1.129.9504. doi:10.1080/002075498193688.
  15. ^ Guillaume, Alexandre; Lee, Seugnwon; Wang, Yeou-Fang; Zheng, Hua; Hovden, Robert; Chau, Savio; Tung, Yu-Wen; Terrile, Richard J. (2007). "Deep Space Network Scheduling Using Evolutionary Computational Methods". 2007 IEEE Aerospace Conference. pp. 1–6. doi:10.1109/AERO.2007.352900. ISBN 978-1-4244-0524-4. S2CID 15862933.
  16. ^ 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
  17. ^ Jun Zhang; Chung, H.S.H.; Lo, W.L. (2006). "Pseudocoevolutionary genetic algorithms for power electronic circuits optimization" (PDF). IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews. 36 (4): 590–598. doi:10.1109/TSMCC.2005.855497. Archived from the original (PDF) on 2011-07-07. Retrieved 2010-08-09.
  18. ^ Galiana, J.; Rodríguez, I.; Rubio, F. (2023). "How to stop undesired propagations by using bi-level genetic algorithms". Applied Soft Computing. 136 (110094). doi:10.1016/j.asoc.2023.110094.
  19. ^ 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". Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. pp. 1279–1286. doi:10.1145/2739480.2754675. ISBN 9781450334723. S2CID 2879084.
  20. ^ Karolina Stanislawska; Krzysztof Krawiec; Zbigniew W. Kundzewicz (April 2012). "Modelling global temperature changes with genetic programming". Computers and Mathematics with Applications. 64 (12): 3717–3728. doi:10.1016/j.camwa.2012.02.049.
  21. ^ 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.
  22. ^ Optimization of Water-level Monitoring Networks in the Eastern Snake River Plain Aquifer Using a Kriging-based Genetic Algorithm Method United States Geological Survey
  23. ^ "Del Moral - Financial Mathematics". u-bordeaux1.fr. Archived from the original on 2012-12-11. Retrieved 2011-12-29.
  24. ^ 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. S2CID 15362734.
  25. ^ Sefiane, Slimane and Benbouziane, Mohamed (2012). Portfolio Selection Using Genetic Algorithm Archived 2016-04-29 at the Wayback Machine, Journal of Applied Finance & Banking, Vol. 2, No. 4 (2012): pp. 143-154.
  26. ^ 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. PMID 19076327. S2CID 36370133.
  27. ^ Aloysius George, B. R. Rajakumar, D. Binu, (2012) "Genetic algorithm based airlines booking terminal open/close decision system"
  28. ^ Ellefsen, K.O.; Lepikson, H.A.; Albiez, J.C. (2017). "Multiobjective coverage path planning: Enabling automated inspection of complex, real-world structures". Applied Soft Computing. 61: 264–282. arXiv:1901.07272. doi:10.1016/j.asoc.2017.07.051. hdl:10852/58883. ISSN 1568-4946. S2CID 6183350.
  29. ^ "CiteSeerX — Citation Query Switching Control Systems and Their Design Automation via Genetic Algorithms". Psu.edu.
  30. ^ Li, Y.; et al. (1996). "Genetic algorithm automated approach to design of sliding mode control systems". Int J Control. 63 (4): 721–739. CiteSeerX 10.1.1.43.1654. doi:10.1080/00207179608921865.
  31. ^ Loughborough University Institutional Repository. handle.net (thesis). Loughborough University. 2010-01-18. hdl:2134/5806.
  32. ^ Patrascu, M. (2015). "Genetically enhanced modal controller design for seismic vibration in nonlinear multi-damper configuration". Proceedings of the Institution of Mechanical Engineers, Part I. 229 (2): 158–168. doi:10.1177/0959651814550540. S2CID 26599174.
  33. ^ "Genetic Algorithms for Engineering Optimization" (PDF).
  34. ^ "Applications of evolutionary algorithms in mechanical engineering".
  35. ^ "To the beat of the byte". BBC News. 1998-07-01. Retrieved 2010-05-03.
  36. ^ Vidal T, Crainic TG, Gendreau M, Lahrichi N, Rei W (2012). "A hybrid genetic algorithm for multidepot and periodic vehicle routing problems" (PDF). Operations Research. 60 (3): 611–624. doi:10.1287/opre.1120.1048.
  37. ^ Liu, Shibing; Yang, Bingen (2017). "Optimal placement of water-lubricated rubber bearings for vibration reduction of flexible multistage rotor systems". Journal of Sound and Vibration. 407: 332–349. Bibcode:2017JSV...407..332L. doi:10.1016/j.jsv.2017.07.004.
  38. ^ 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. S2CID 55417415.
  39. ^ Gondro C, Kinghorn BP (2007). "A simple genetic algorithm for multiple sequence alignment". Genetics and Molecular Research. 6 (4): 964–982. PMID 18058716.
  40. ^ 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.
  41. ^ "Notredame Lab Home Page - Comparative Bioinformatics". tcoffee.org.
  42. ^ 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. Bibcode:1995JThBi.174..269V. doi:10.1006/jtbi.1995.0098. PMID 7545258.
  43. ^ Wong, Ka-Chun; Peng, Chengbin; Wong, Man-Hon; Leung, Kwong-Sak (2011). "Generalizing and learning protein-DNA binding sequence representations by an evolutionary algorithm". Soft Computing. 15 (8): 1631–1642. doi:10.1007/s00500-011-0692-5. S2CID 18253131.
  44. ^ "Del Moral - Biology & Chemistry". u-bordeaux1.fr. Archived from the original on 2012-05-01. Retrieved 2011-12-29.
  45. ^ "an article on genetic particle models". Archived from the original on 2012-05-01. Retrieved 2011-12-29.
  46. ^ Hill T, Lundgren A, Fredriksson R, Schiöth HB (2005). "Genetic algorithm for large-scale maximum parsimony phylogenetic analysis of proteins". Biochimica et Biophysica Acta (BBA) - General Subjects. 1725 (1): 19–29. doi:10.1016/j.bbagen.2005.04.027. PMID 15990235.
  47. ^ 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.
  48. ^ Krzysztof Krawiec; Mikołaj Pawlak (April 10, 2015). "Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels". {{cite journal}}: Cite journal requires |journal= (help)
  49. ^ Fitzgerald, Jeannie, Ryan, Conor, Medernach, David and Krawiec, Krzysztof (July 15, 2015). "An Integrated Approach to Stage 1 Breast Cancer Detection". Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. pp. 1199–1206. doi:10.1145/2739480.2754761. ISBN 9781450334723. S2CID 14110665.{{cite book}}: CS1 maint: multiple names: authors list (link)
  50. ^ Van Geit, Werner; Gevaert, Michael; Chindemi, Giuseppe; Rössert, Christian; Courcol, Jean-Denis; Muller, Eilif B.; Schürmann, Felix; Segev, Idan; Markram, Henry (7 June 2016). "BluePyOpt: Leveraging Open Source Software and Cloud Infrastructure to Optimise Model Parameters in Neuroscience". Frontiers in Neuroinformatics. 10: 17. arXiv:1603.00500. Bibcode:2016arXiv160300500V. doi:10.3389/fninf.2016.00017. PMC 4896051. PMID 27375471.
  51. ^ 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.
  52. ^ Wong, Ka-Chun; Leung, Kwong-Sak; Wong, Man-Hon (2010). "Protein structure prediction on a lattice model via multimodal optimization techniques". Proceedings of the 12th annual conference on Genetic and evolutionary computation. p. 155. doi:10.1145/1830483.1830513. ISBN 9781450300728. S2CID 14651808. {{cite book}}: |work= ignored (help)
  53. ^ 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.
  54. ^ "Applying Genetic Algorithms to Recurrent Neural Networks for Learning Network Parameters and Architecture". arimaa.com.
  55. ^ Bacci, A.; Petrillo, V.; Rossetti Conti, M. (2016). "GIOTTO: A Genetic Code for Demanding Beam-dynamics Optimizations" (PDF). International Particle Accelerator Conference (7th). Joint Accelerator Conferences Website (JACoW). doi:10.18429/JACoW-IPAC2016-WEPOY039. WEPOY039.
  56. ^ Rossetti Conti, M.; Bacci, A. (2018). "Electron beam transfer line design for plasma driven Free Electron Lasers". Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 909: 84–89. arXiv:1803.00431. Bibcode:2018NIMPA.909...84R. doi:10.1016/j.nima.2018.02.061. ISSN 0168-9002. S2CID 56365602.
  57. ^ 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[permanent dead link‍]
  58. ^ Wong, Ka-Chun; Leung, Kwong-Sak; Wong, Man-Hon (2010). "Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization". Applications of Evolutionary Computation. Lecture Notes in Computer Science. Vol. 6024. pp. 481–490. CiteSeerX 10.1.1.655.5490. doi:10.1007/978-3-642-12239-2_50. ISBN 978-3-642-12238-5.
  59. ^ Wong, Ka-Chun; Leung, Kwong-Sak; Wong, Man-Hon (2009). "An evolutionary algorithm with species-specific explosion for multimodal optimization". Proceedings of the 11th Annual conference on Genetic and evolutionary computation. p. 923. doi:10.1145/1569901.1570027. ISBN 9781605583259. S2CID 16308189. {{cite book}}: |work= ignored (help)
  60. ^ Wong, Ka-Chun; Wu, Chun-Ho; Mok, Ricky K.P.; Peng, Chengbin; Zhang, Zhaolei (2012). "Evolutionary multimodal optimization using the principle of locality". Information Sciences. 194: 138–170. doi:10.1016/j.ins.2011.12.016.
  61. ^ Bagchi Tapan P (1999). Multiobjective Scheduling by Genetic Algorithms. Kluwer Academic. ISBN 978-0-7923-8561-5.
  62. ^ "Del Moral - Rare events". u-bordeaux1.fr. Archived from the original on 2012-04-23. Retrieved 2011-12-29.
  63. ^ "a review article". Archived from the original on 2016-04-29. Retrieved 2011-12-29.
  64. ^ "Del Moral - Optimal Control". u-bordeaux1.fr. Archived from the original on 2012-05-08. Retrieved 2011-12-29.
  65. ^ BiSNET/e – Distributed Software Systems Group, University of Massachusetts, Boston Archived 2009-06-22 at the Wayback Machine
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