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==Natural Sciences, Mathematics and Computer Science==
* Bayesian inference links to particle methods in Bayesian statistics and hidden Markov chain models<ref>{{cite web|url=http://www.math.u-bordeaux1.fr/~delmoral/simu-statistics.html|title=Del Moral - Bayesian Statistics|work=u-bordeaux1.fr|access-date=2011-12-29|archive-url=https://web.archive.org/web/20120501080015/http://www.math.u-bordeaux1.fr/~delmoral/simu-statistics.html
* [[Computational creativity|Artificial creativity]]
* Chemical kinetics ([https://archive.today/20121223015305/http://www.personal.leeds.ac.uk/~fuensm/project.html gas] and [http://repositories.cdlib.org/postprints/1154 solid] phases)
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* [[Distributed computer network]] [[topologies]]
* Electronic circuit design, known as [[evolvable hardware]]
* [[Evolutionary image processing]]
* [[Feature selection]] for [[Machine learning|Machine Learning]]<ref>{{Cite web|url=https://www.kdnuggets.com/2017/11/rapidminer-evolutionary-algorithms-feature-selection.html|title=Evolutionary Algorithms for Feature Selection|website=www.kdnuggets.com|language=en-US|access-date=2018-02-19}}</ref>
* Feynman-Kac models <ref>{{cite web|url=http://www.math.u-bordeaux1.fr/~delmoral/simulinks.html|title=Website for Feynman-Kac particle models|work=u-bordeaux1.fr|url-status=dead|archive-url=https://web.archive.org/web/20120501080314/http://www.math.u-bordeaux1.fr/~delmoral/simulinks.html|archive-date=2012-05-01}}</ref><ref>{{Cite web |url=http://www.math.u-bordeaux1.fr/~delmoral/seminaire.ps
* File allocation for a [[distributed system]]
* Filtering and signal processing <ref>{{Cite web |url=http://www.math.u-bordeaux1.fr/~delmoral/simu-filtering.html
* Finding hardware bugs.<ref>Hitoshi Iba, Sumitaka Akiba, Tetsuya Higuchi, Taisuke Sato: BUGS: A Bug-Based Search Strategy using Genetic Algorithms. PPSN 1992:</ref><ref>Ibrahim, W. and Amer, H.: An Adaptive Genetic Algorithm for VLSI Test Vector Selection</ref>
* [[Game theory]] equilibrium resolution
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* Molecular structure optimization (chemistry)
* Optimisation of data compression systems, for example using [[wavelet]]s.
* [[Power electronics]] design.<ref>{{Cite journal |url=http://www.cs.sysu.edu.cn/~jzhang/papers/SMCC.pdf
* [[Traveling salesman problem]] and its applications<ref name="PCB"/>
* Stopping propagations, i.e. deciding how to cut edges in a graph so that some infectious condition (e.g. a disease, fire, computer virus, etc.) stops its spread. A bi-level genetic algorithm (i.e. a genetic algorithm where the fitness of each individual is calculated by running another genetic algorithm) was used due to the Σ<sup>P</sup><sub>2</sub>-completeness of the problem.<ref name="GRR">{{cite journal | last1 = Galiana| first1 = J.| last2 = Rodríguez| first2 = I. | last3 = Rubio| first3 = F. | year = 2023| title = How to stop undesired propagations by using bi-level genetic algorithms. | journal = Applied Soft Computing | volume = 136 | issue = 110094| article-number = 110094| doi = 10.1016/j.asoc.2023.110094| doi-access = free}}</ref>
==Earth Sciences==
* [[Climatology]]: Estimation of [[heat flux]] between the atmosphere and sea ice<ref>{{cite book |author1=Karolina Stanislawska |author2=Krzysztof Krawiec |author3=Timo Vihma |title=Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation |chapter=Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions
* [[Climatology]]: Modelling [[Temperature record|global temperature]] changes<ref>{{cite journal | title=Modelling global temperature changes with genetic programming. | journal=Computers and Mathematics with Applications |author1=Karolina Stanislawska |author2=Krzysztof Krawiec |author3=Zbigniew W. Kundzewicz | date=April 2012 | volume=64 | issue=12 | pages=3717–3728 | doi=10.1016/j.camwa.2012.02.049 |
* Design of [[water resource]] systems <ref name = "Zhang & Babovic 2012">{{cite journal |last1=Zhang |first1=S.X. |last2=Babovic |first2=V. |year=2012 |title=A real options approach to the design and architecture of water supply systems using innovative water technologies under uncertainty |journal=Journal of Hydroinformatics |volume=14 |issue=1 |pages=13–29 |doi= 10.2166/hydro.2011.078|url=https://www.researchgate.net/publication/249643295|doi-access=free }}</ref>
* Groundwater monitoring networks<ref>[https://purl.fdlp.gov/GPO/gpo41529 Optimization of Water-level Monitoring Networks in the Eastern Snake River Plain Aquifer Using a Kriging-based Genetic Algorithm Method] [[United States Geological Survey]]</ref>
==Finance and Economics==
* [[Financial mathematics]]<ref name="hal.inria.fr"/><ref>{{cite web|url=http://www.math.u-bordeaux1.fr/~delmoral/simu-finance.html|title=Del Moral - Financial Mathematics|work=u-bordeaux1.fr|access-date=2011-12-29|archive-url=https://archive.today/20121211142015/http://www.math.u-bordeaux1.fr/~delmoral/simu-finance.html
** [[Real options valuation]]<ref name = "Zhang & Babovic">{{cite journal |last1=Zhang |first1=S.X. |last2=Babovic |first2=V. |year=2011 |title=An evolutionary real options framework for the design and management of projects and systems with complex real options and exercising conditions |journal=Decision Support Systems |volume=51 |issue=1 |pages=119–129 |doi= 10.1016/j.dss.2010.12.001|s2cid=15362734 |url=https://www.researchgate.net/publication/220197192}}</ref>
** [[Portfolio optimization]]<ref>Sefiane, Slimane and Benbouziane, Mohamed (2012). [http://www-math.unice.fr/publis/delmoral_lezaud.ps ''Portfolio Selection Using Genetic Algorithm''] {{Webarchive|url=https://web.archive.org/web/20160429142443/http://www-math.unice.fr/publis/delmoral_lezaud.ps |date=2016-04-29 }}, Journal of Applied Finance & Banking, Vol. 2, No. 4 (2012): pp. 143-154.</ref>
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==Social Sciences==
*Design of [[anti-terrorism]] systems <ref name = "Buurman, Zhang & Babovic">{{cite journal |last1=Buurman |first1=J. |last2=Zhang |first2=S.X. |last3=Babovic |first3=V. |year=2009 |title=Reducing risk through real options in systems design: the case of architecting a maritime ___domain protection system |journal=Risk Analysis |volume=29 |issue=3 |pages=366–379 |doi= 10.1111/j.1539-6924.2008.01160.x|pmid=19076327 |bibcode=2009RiskA..29..366B |s2cid=36370133 |url=https://www.researchgate.net/publication/23657202}}</ref>
* Linguistic analysis, including [[grammar induction]] and other aspects of [[Natural language processing]] (NLP) such as [[word-sense disambiguation]].
* Finding the optimum subset of questions from a candidate pool of questions in psychological test design <ref name="VanDerLinde2018">{{cite journal |last1=van der Linde |first1=I. |last2=Bright |first2=P. |title=A genetic algorithm to find optimal reading test word subsets for estimating full-scale IQ |journal=PLOS ONE |year=2018 |volume=13 |issue=10 |pages=e0205754 |doi=10.1371/journal.pone.0205754 |bibcode=2018PLoSO..1305754V |doi-access=free }}
</ref>
==Industry, Management and Engineering==
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*[[Sorting network]]
* Timetabling problems, such as designing a non-conflicting class timetable for a large university
* [[Vehicle routing problem]] <ref>{{Cite journal|vauthors=Vidal T, Crainic TG, Gendreau M, Lahrichi N, Rei W|title=A hybrid genetic algorithm for multidepot and periodic vehicle routing problems|journal=Operations Research|volume=60|issue=3|pages=611–624|doi=10.1287/opre.1120.1048|year=2012|url=https://www.cirrelt.ca/documentstravail/cirrelt-2010-34.pdf }}</ref>
* Optimal bearing placement <ref>{{Cite journal|last1=Liu|first1=Shibing|last2=Yang|first2=Bingen|title=Optimal placement of water-lubricated rubber bearings for vibration reduction of flexible multistage rotor systems|journal=Journal of Sound and Vibration|volume=407|pages=332–349|doi=10.1016/j.jsv.2017.07.004|year=2017|bibcode=2017JSV...407..332L}}</ref>
* [[Computer-automated design]]<ref>{{cite journal | last1 = Li | first1 = Y. | display-authors = etal | year = 2004 | title = CAutoCSD – Evolutionary search and optimisation enabled computer automated control system design | url = http://eprints.gla.ac.uk/3818/ | journal = International Journal of Automation and Computing | volume = 1 | issue = 1| pages = 76–88 | doi=10.1007/s11633-004-0076-8| s2cid = 55417415 }}</ref>
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* [[Bioinformatics]]: [[RNA]] structure prediction<ref name="Batenburg">{{cite journal|vauthors=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 | bibcode = 1995JThBi.174..269V }}</ref>
* [[Bioinformatics]]: [[Motif Discovery]]<ref>{{cite journal|title=Generalizing and learning protein-DNA binding sequence representations by an evolutionary algorithm | doi=10.1007/s00500-011-0692-5 | volume=15|issue=8 |journal=Soft Computing|pages=1631–1642|year=2011 |last1=Wong |first1=Ka-Chun |last2=Peng |first2=Chengbin |last3=Wong |first3=Man-Hon |last4=Leung |first4=Kwong-Sak | s2cid=18253131 }}</ref>
* Biology and [[computational chemistry]]<ref>{{cite web|url=http://www.math.u-bordeaux1.fr/~delmoral/simu-biology.html|title=Del Moral - Biology & Chemistry|work=u-bordeaux1.fr|access-date=2011-12-29|archive-url=https://web.archive.org/web/20120501080114/http://www.math.u-bordeaux1.fr/~delmoral/simu-biology.html
* Building [[phylogenetic tree]]s.<ref name="Hill">{{cite journal|vauthors=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 (BBA) - General Subjects | year = 2005 | volume = 1725 | pages = 19–29 | pmid = 15990235|issue= 1|doi= 10.1016/j.bbagen.2005.04.027 }}</ref>
* [[Expression profiling|Gene expression profiling]] analysis.<ref name="To">{{cite journal|vauthors=To CC, Vohradsky J | title = A parallel genetic algorithm for single class pattern classification and its application for gene expression profiling in Streptomyces coelicolor | journal = BMC Genomics | year = 2007 | volume = 8 |
* [[Medicine]]: [[Clinical decision support]] in ophthalmology<ref>{{cite journal | title=Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels |author1=Krzysztof Krawiec |author2=Mikołaj Pawlak | date=April 10, 2015 | url=https://www.researchgate.net/publication/272017132}}</ref> and oncology<ref>{{cite book
* [[Computational Neuroscience]]: finding values for the maximal conductances of ion channels in biophysically detailed neuron models<ref>{{cite journal |last1=Van Geit |first1=Werner |last2=Gevaert |first2=Michael |last3=Chindemi |first3=Giuseppe |last4=Rössert |first4=Christian |last5=Courcol |first5=Jean-Denis |last6=Muller |first6=Eilif B. |last7=Schürmann |first7=Felix |last8=Segev |first8=Idan |last9=Markram |first9=Henry |title=BluePyOpt: Leveraging Open Source Software and Cloud Infrastructure to Optimise Model Parameters in Neuroscience |journal=Frontiers in Neuroinformatics |date=7 June 2016 |volume=10 |pages=17 |doi=10.3389/fninf.2016.00017|pmid=27375471 |pmc=4896051 |bibcode=2016arXiv160300500V |arxiv=1603.00500 |doi-access=free }}</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>{{cite book|url=http://portal.acm.org/citation.cfm?id=1830483.1830513
* Selection of optimal mathematical model to describe biological systems
* [[Operon]] prediction.<ref name="Wang">{{cite journal|vauthors=Wang S, Wang Y, Du W, Sun F, Wang X, Zhou C, Liang Y | title = A multi-approaches-guided genetic algorithm with application to operon prediction | journal = Artificial Intelligence in Medicine | year = 2007 | volume = 41 | pages = 151–159 | pmid = 17869072 | doi = 10.1016/j.artmed.2007.07.010|issue= 2}}</ref>
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* Clustering, using genetic algorithms to optimize a wide range of different fit-functions.{{dead link|date=December 2014}}<ref>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{{Dead link|date=November 2018 |bot=InternetArchiveBot |fix-attempted=yes }}</ref>
* [[Multidimensional systems]]
* [[Evolutionary multimodal optimization|Multimodal Optimization]]<ref>{{cite book
* Multiple criteria production scheduling<ref name="Bagchi">{{cite book|author= Bagchi Tapan P | title = Multiobjective Scheduling by Genetic Algorithms | year = 1999 | publisher = [[Kluwer Academic]] | isbn = 978-0-7923-8561-5 }}</ref>
* Multiple population [[topologies]] and interchange [[methodologies]]
* [[Mutation testing]]
* [[Parallelization]] of GAs/GPs including use of [[hierarchical decomposition]] of [[problem domains]] and design spaces [[Nesting problem (geometric optimization)|nesting of irregular shapes]] using [[feature matching]] and GAs.
* Rare event analysis <ref>{{cite web|url=http://www.math.u-bordeaux1.fr/~delmoral/simu-rare-events.html|title=Del Moral - Rare events|work=u-bordeaux1.fr|access-date=2011-12-29|archive-url=https://web.archive.org/web/20120423152151/http://www.math.u-bordeaux1.fr/~delmoral/simu-rare-events.html
* Solving the machine-component grouping problem required for [[cellular manufacturing]] systems
* Stochastic optimization <ref>{{cite web|url=http://www.math.u-bordeaux1.fr/~delmoral/simu-optim.html|title=Del Moral - Optimal Control|work=u-bordeaux1.fr|access-date=2011-12-29|archive-url=https://web.archive.org/web/20120508011256/http://www.math.u-bordeaux1.fr/~delmoral/simu-optim.html
* [[Tactical asset]] allocation and [[international equity]] strategies
* Wireless sensor/ad-hoc networks.<ref>[http://dssg.cs.umb.edu/wiki/index.php/BiSNET/e BiSNET/e – Distributed Software Systems Group, University of Massachusetts, Boston<!-- Bot generated title -->] {{webarchive|url=https://web.archive.org/web/20090622110049/http://dssg.cs.umb.edu/wiki/index.php/BiSNET/e |date=2009-06-22 }}</ref>
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[[Category:Mathematics-related lists]]
[[Category:Genetic algorithms|Applications]]
[[Category:Applications of evolutionary algorithms]]
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