List of genetic algorithm applications: Difference between revisions

Revision as of 07:44, 17 March 2011

Revision as of 09:40, 26 March 2011

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* [[Bioinformatics]] [[multiple sequence alignment]].<ref name="Gondro">{{cite journal|author= Gondro C, Kinghorn BP | title = A simple genetic algorithm for multiple sequence alignment | journal = Genetics and Molecular Research | year = 2007 | volume = 6 | pages = 964–982 |url=http://www.ncbi.nlm.nih.gov/pubmed/18058716 |issue= 4|pmid= 18058716 }}</ref>

* [[Bioinformatics]]: [[RNA]] structure prediction.<ref name="Batenburg">{{cite journal|author= van Batenburg FH, Gultyaev AP, Pleij CW | title = An APL-programmed genetic algorithm for the prediction of RNA secondary structure | journal = Journal of Theoretical Biology | year = 1995 | volume = 174 | pages = 269–280 | pmid = 7545258 | doi = 10.1006/jtbi.1995.0098|issue= 3 }}</ref>

* [[Bioinformatics]]: [Multiple Sequence Alignment].<ref name="Notredame">{{cite journal|author= Notredame C, Higgins DG| title = SAGA a Genetic Algorithm for Multiple Sequence Alignment | journal = Nulceic Acids Research | year = 1995 | volume = 174 | pages = 1515 | pmid = 8628686|issue= 8|pmc= 145823 | doi=10.1093/nar/24.8.1515}}</ref> SAGA is available on:.<ref>[http://www.tcoffee.org/homepage.html Cedric Notredame Home Page<!-- Bot generated title -->]</ref> .

* Building [[phylogenetic tree]]s.<ref name="Hill">{{cite journal|author= Hill T, Lundgren A, Fredriksson R, Schiöth HB | title = Genetic algorithm for large-scale maximum parsimony phylogenetic analysis of proteins | journal = Biochimica et Biophysica Acta | year = 2005 | volume = 1725 | pages = 19–29 | pmid = 15990235|issue= 1|doi= 10.1016/j.bbagen.2005.04.027 }}</ref>

* Calculation of [[bound state]]s and [[local-density approximation]]s.

* Chemical kinetics ([http://www.personal.leeds.ac.uk/~fuensm/project.html gas] and [http://repositories.cdlib.org/postprints/1154 solid] phases)

* Clustering. Using genetic algorithms to optimize a wide range of different fit-functions. <ref>Auffarth, B. (2010). Clustering by a Genetic Algorithm with Biased Mutation

Operator. WCCI CEC. IEEE, July 18-2318–23, 2010. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.170.869</ref>

* [[Code-breaking]], using the GA to search large solution spaces of [[cipher]]s for the one correct decryption.<ref>Joachim De Zutter</ref>

* [[Computer-automated design]] <ref>Li, Y., et al. (2004). CAutoCSD &ndash; Evolutionary search and optimisation enabled computer automated control system design. International Journal of Automation and Computing, 1(1). pp. 76&ndash;88. ISSN 1751-8520, http://eprints.gla.ac.uk/3818/</ref>

* Configuration applications, particularly physics applications of optimal molecule configurations for particular systems like C₆₀ ([[Fullerene|buckyballs]]).

* Container loading optimization.

* [[Control engineering]] ,.<ref>[http://citeseerx.ist.psu.edu/showciting;jsessionid=B4A9784CCCB282ECE0FD1622F12FB9FD?cid=2669976 Ng, K.C., Switching Control Systems and Their Design Automation via Genetic Algorithms, PhD Thesis, University of Glasgow, 1995.]</ref>,<ref>[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.43.1654&rep=rep1&type=pdf Li, Y., et al. (1996). Genetic algorithm automated approach to design of sliding mode control systems, Int J Control, 63(4), 721&ndash;739.]</ref>.<ref>[http://hdl.handle.net/2134/5806 K. Michail, Optimised Configuration of Sensing Elements for Control and Fault Tolerance Applied to an Electro-Magnetic Suspension, PhD Thesis, Loughborough University, UK, 2009.]</ref>

* Data Center/Server Farm.<ref>[http://dssg.cs.umb.edu/wiki/index.php/SymbioticSphere SymbioticSphere &ndash; Distributed Software Systems Group, University of Massachusetts, Boston<!-- Bot generated title -->]</ref>

* Design of [[water distribution systems]].

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* [[Plant floor layout]].

* [[Pop music]] record producer.<ref>{{cite news| url=http://news.bbc.co.uk/2/hi/entertainment/123983.stm | work=BBC News | title=To the beat of the byte | date=1998-07-01 | accessdate=2010-05-03}}</ref>

* [[Power electronics]] design.<ref>[http://www.cs.sysu.edu.cn/~jzhang/papers/SMCC.pdf 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&ndash;598.]</ref>.

* [[Protein folding]] and protein/[[ligand docking]].<ref name="Willet">{{cite journal|author= Willett P | title = Genetic algorithms in molecular recognition and design | journal = Trends in Biotechnology | year = 1995 | volume = 13 | pages = 516–521 | pmid = 8595137 | doi = 10.1016/S0167-7799(00)89015-0|issue= 12}}</ref><ref>[http://portal.acm.org/citation.cfm?id=1830483.1830513 Wong, K., Leung, K., and Wong, M. 2010. Protein structure prediction on a lattice model via multimodal optimization techniques. GECCO 2010: 155-162]</ref>

* [[Quality control and genetic algorithms|Quality control]]

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==References==

{{reflist|2}}

[[Category:Mathematics-related lists]]