Links related to Evolutionary Computation

Textbooks

• Evolutionary Computation, A Unified Approach
  Kenneth A. De Jong

• Introduction to Evolutionary Computing
  A.E. Eiben and J.E. Smith

• Genetic Algorithms in Search, Optimization & Machine Learning
  David Goldberg

• Genetic Algorithms + Data Structures = Evolution Programs
  Zbigniew Michalewicz

• Evolutionary Computation 1: Basic Algorithms and Operators
  Thomas Baeck, D.B Fogel, Z Michalewicz (Editors)

• Evolutionary Computation 2: Advanced Algorithms and Operators
  Thomas Baeck, D.B Fogel, Z Michalewicz (Editors)

• An Introduction to Genetic Algorithms
  Melanie Mitchell

Centers (in no particular order)

• http://www-illigal.ge.uiuc.edu/index.php3
  Illinois Genetic Algorithms Laboratory
  
  
• http://demo.cs.brandeis.edu
  Dynamic and Evolutionary Machine Organization at Brandeis University
  
  
• http://www.iitk.ac.in/kangal/
  Kanpur Genetic Algorithms Laboratory
  
  
• http://GARAGe.cps.msu.edu
  MSU GARAGe: Michigan State's Genetic Algorithms Research and Applications Group
  
  
• http://www.krl.caltech.edu/avida/
  Avida Group: CalTech group researching auto-adaptive genetic systems
  
  
• http://www-cse.ucsd.edu/users/rik/ccsrg.html
  Cognitive Computer Science Research Group at UC-San Diego
  
  
• http://www.soton.ac.uk/~ajk/opt/welcome.html
  Computational Engineering and Design Centre at University of Southampton
  
  
• http://www.cs.uidaho.edu/~foster/research/
  Digital Genetic Research Group at University of Idaho
  
  
• http://www.cogs.susx.ac.uk/lab/adapt/index.html
  Evolutionary and Adaptive Systems (EASy) at University of Sussex
  
  
• http://www.dai.ed.ac.uk/groups/evalg/eag_evolutionary_algorithms_group.html
  Evolutionary Computation Group at Edinburgh
  
  
• http://www.dcs.napier.ac.uk/evol/home.html
  Evolutionary Computation Research Group at Napier University
  
  
• http://www.shef.ac.uk/uni/projects/gaipp/index.html
  Evolutionary Computation at Sheffield University
  
  
• http://www.cis.syr.edu/~mohan/html/research.html
  Evolutionary Computation at Syracuse University
  
  
• http://tawny.cs.nott.ac.uk/ASAP/
  ASAP, Automated Scheduling And Planning Research, University of Nottingham
  
  
• http://www.santafe.edu/projects/evca/index.html
  Evolving Cellular Automata (EvCA Project)
  
  
• http://www.elec.gla.ac.uk/groups/control/evonet/
  EvoNet Working Group EvoSConDI
  
  
• http://www.cs.gmu.edu/~eclab
  George Mason Evolutionary Computation Laboratory
  
  
• http://cswww.essex.ac.uk/BC/GA
  GA/GP Group at the University of Essex
  
  
• http://gaslab.cs.unr.edu/
  Genetic Adaptive Systems Lab (GASLAB) at University of Nevada-Reno
  
  
• http://www.cs.ucl.ac.uk/intelligent_systems/genetic_programming.html
  Genetic Programming at UCL
  
  
• http://geneura.ugr.es/en/
  GeNeura Team
  
  
• http://www.cs.colostate.edu/~genitor
  GENITOR group at Colorado State University
  
  
• http://www.hcsl.com/
  Hellenic Complex Systems Laboratory
  
  
• http://www.ncsa.uiuc.edu/STI/ALG
  NCSA's Automated Learning Group (ALG): data mining with evolutionary, neural, and Bayesian learning systems
  
  
• http://www.anncbt.org
  Artificial Neural Networks and Computational Brain Theory (ANNCBT) reading group at UIUC
  
  
• http://www.wi.leidenuniv.nl/CS/ALP/
  ALP (ALgorithmics and Programmethodology) Group
  
  
• http://cnls.lanl.gov/Frames/research.html
  Center for Non-Linear Studies at Los Alamos National Laboratory
  
  
• http://www.pscs.umich.edu/
  Center for the Study of Complex Systems (CSCS) at University of Michigan
  
  

Journals

• Evolutionary Computation
• IEEE Transactions on Evolutionary Computation
• Genetic Programming (GP) and Evolvable Machines

Information & Resources

• Hitch-Hiker's Guide to Evolutionary Computation .
• Genetic Algorithm Archives
• Bill Langdon's GP Bibliography
• http://www.lania.mx/~ccoello/EMOO/EMOObib.html
  EMO Bibliography on Carlos Coello's site
• http://decsai.ugr.es/~herrera/fl-ga.html
  Combination Fuzzy Logic-Genetic Algorithms Bibliography
• ftp://amazon.eng.fau.edu/pub/ep-list
  Archive of the mailing-list on Evolutionary Programming
• http://www.aic.nrl.navy.mil:80/galist/
  The Genetic Algorithms Archive, Navy Center for Applied Research in AI
• http://www.NovaGenetica.com/
  Nova Genetica, Your #1 Source for Genetic Algorithm Links and Information
• http://cs.felk.cvut.cz/~xobitko/ga/
  An introduction to genetic algorithms with Java applets by Marek Obitko
• http://www.lania.mx/~ccoello/genetic.html
  Carlos Coello's Introduccion a la Computacion Evolutiva
• http://www.dcs.napier.ac.uk/evonet/
  EvoNet in UK
• http://www.densis.fee.unicamp.br/~moscato/memetic_home.html
  Pablo Moscato's Memetic Algorithms' Home Page
• http://tommy.jsc.nasa.gov/~jjf/gp/
  The Genetic Programming Notebook
• http://www.systemtechnik.tu-ilmenau.de/~pohlheim/GA_Toolbox/index.html
  GEATbx: Genetic and Evolutionary Algorithm Toolbox for MATLAB
• http://www.cpsc.ucalgary.ca/~jacob/Evolvica
  EVOLVICA: Evolutionary Algorithms in Action
  
  

Blogs

• IlliGAL Blogging

• Evolutionblog

• Evolutionary Computation

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