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Bibliographie

Archibald Sakarah edited this page Feb 14, 2017 · 15 revisions

A Field Guide to Genetic Programming (Riccardo Poli, William B. Langdon, Nicholas F. McPhee) : http://dces.essex.ac.uk/staff/rpoli/gp-field-guide/A_Field_Guide_to_Genetic_Programming.pdf

Genetic Programming as a Means for Programming Computers by Natural Selection (John R. Koza) : http://www.genetic-programming.com/jkpdf/scjournallong.pdf

Dynamic limits for bloat control in genetic programming and a review of past and current bloat theories (Sara Silva, Ernesto Costa) : article normalement payant... Utilisez SciHub -> http://link.springer.com.sci-hub.io/content/pdf/10.1007%2Fs10710-008-9075-9.pdf

Régression symbolique

Genetic Programming for Symbolic Regression (Chi Zhang) : http://web.eecs.utk.edu/~czhang24/projects/cs528_Project2_Zhang.pdf

Symbolic Regression of Implicit Equations (Michael Schmidt, Hod Lipson) : http://www.genetic-programming.org/hc2010/4-Schmidt-Natural-Laws/Schmidt-Implicit-Equations-GPTP-7-Paper.pdf

Métaheuristiques (Patrick Siarry) : https://books.google.fr/books?id=kDg5AwAAQBAJ&pg=PR8&lpg=PR8&dq=regression+symbolique+algorithme+g%C3%A9n%C3%A9tique&source=bl&ots=lNEc2Trtw1&sig=PV2vuKn0EDuxYABIFnuSVFLDn-w&hl=fr&sa=X&ved=0ahUKEwjijK6KnZbNAhWHK8AKHQbEClIQ6AEINDAE#v=onepage&q=regression%20symbolique%20algorithme%20g%C3%A9n%C3%A9tique&f=false

Statistical Exploratory Analysis of Genetic Algorithms (Andrew Czarn, Cara MacNish, Kaipillil Vijayan, Berwin Turlach, and Ritu Gupta) : http://sci2s.ugr.es/keel/pdf/specific/articulo/ieee-tec-2004-analysis-aes.pdf

Présentation des algorithmes génétiques et de leurs applications en économie (Thomas Vallée, Murat Yıldızoglu) : http://deptinfo.unice.fr/twiki/pub/Minfo04/IaDecision0405/Prsentationdesalgorithmesgntiquesetdeleursapplicationsenconomie_P.pdf

Preuves mathématiques

A Global Convergence Proof for a Class of Genetic Algorithms (Richard F. Hartl) : http://prolog.univie.ac.at/research/publications/downloads/Har_1990_78.pdf

Convergence Analysis of Canonical Genetic Algorithms (Günter Rudolph) : https://ls11-www.cs.uni-dortmund.de/people/rudolph/publications/papers/TNN5.1.pdf

A Markov Chain Analysis of Genetic Algorithms with a State Dependent Fitness Function (Herbert Dawid) : http://www.complex-systems.com/pdf/08-6-2

No Free Lunch Theorems for Optimization (David H. Wolpert and William G. Macready) : http://ti.arc.nasa.gov/m/profile/dhw/papers/78.pdf

Recherche d'expression régulières

Regular Expression Matching Can Be Simple And Fast (but is slow in Java, Perl, PHP, Python, Ruby, ...) (Russ Cox) : https://swtch.com/~rsc/regexp/regexp1.html

Can A Machine Replace Humans In Building Regular Expressions? A Case Study (Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao) : http://www.human-competitive.org/sites/default/files/bartoli-delorenzo-medvet-tarlao-is-paper.pdf

Inference of Regular Expressions for Text Extraction from Examples (Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao) : http://www.human-competitive.org/sites/default/files/bartoli-delorenzo-medvet-tarlao-tkde-paper.pdf

An automatic generation of textual pattern rules for digital content filters proposal, using grammatical evolution genetic programming (Vitor Basto-Fernandes, Iryna Yevseyeva, Rafael Z. Frantz, Carlos Grilo, Noemí Pérez Díazd, Michael Emmerich) : www.sciencedirect.com/science/article/pii/S2212017314002576