Difference between revisions of "Useful Links"

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A list of projects with similar ideas and scope.
 
A list of projects with similar ideas and scope.
 
* [http://www.cs.rtu.lv/jekabsons/regression.html] Matlab regression software
 
* [http://www.cs.rtu.lv/jekabsons/regression.html] Matlab regression software
* [http://sites.google.com/site/gptips4matlab] Matlab symbolic regression software using genetic programming
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* [http://sites.google.com/site/gptips4matlab GTIPS] Matlab symbolic regression software using genetic programming
 
* [http://www.optiy.eu OptiY]
 
* [http://www.optiy.eu OptiY]
 
* [http://www.nutechsolutions.com/prod_cv_analytics.asp ClearVu Analytics]
 
* [http://www.nutechsolutions.com/prod_cv_analytics.asp ClearVu Analytics]
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** [http://www.cs.man.ac.uk/~neill/gp/ Gaussian Process Software]
 
** [http://www.cs.man.ac.uk/~neill/gp/ Gaussian Process Software]
 
** [http://www.ios.htwg-konstanz.de/joomla_mof/index.php?option=com_content&view=article&id=48:polyreg-polynomial-gaussian-process-regression&catid=36:code&Itemid=81 GP] using polynomial covariance functions
 
** [http://www.ios.htwg-konstanz.de/joomla_mof/index.php?option=com_content&view=article&id=48:polyreg-polynomial-gaussian-process-regression&catid=36:code&Itemid=81 GP] using polynomial covariance functions
  +
* [http://shark-project.sourceforge.net/ Shark Machine Learning Library - An open source machine learning bundle]
   
 
=== Related labs ===
 
=== Related labs ===
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=== Data sets - Simulation code ===
 
=== Data sets - Simulation code ===
   
A list of publicaly available datasets and simulation codes, useful for testing.
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A list of publicly available datasets and simulation codes, useful for testing.
   
* [http://matlabdb.mathematik.uni-stuttgart.de/files.jsp?MC_ID=1&SC_ID=2 Matlab scientific computing database] : Nicly documented Matlab simulation code examples
 
 
* [http://www.mat.univie.ac.at/~neum/stat.html Statistics links] : A nice collection of data fitting and analysis codes
 
* [http://www.mat.univie.ac.at/~neum/stat.html Statistics links] : A nice collection of data fitting and analysis codes
 
* [http://en.wikipedia.org/wiki/Classic_data_sets Wikipedia Classic Datasets]
 
* [http://en.wikipedia.org/wiki/Classic_data_sets Wikipedia Classic Datasets]
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* [ftp://ftp.sas.com/pub/neural/dojo/dojo.html Donoho-Johnstone Benchmarks]
 
* [ftp://ftp.sas.com/pub/neural/dojo/dojo.html Donoho-Johnstone Benchmarks]
 
* [http://people.scs.fsu.edu/~burkardt/datasets/datasets.html datasets]
 
* [http://people.scs.fsu.edu/~burkardt/datasets/datasets.html datasets]
* [http://www.cise.ufl.edu/~mpf/sch/ Schrödinger wave simulations]
 
 
* [http://www-syscom.univ-mlv.fr/~vignat/Signal/Space/index.html Spice like simulator for matlab]
 
* [http://www-syscom.univ-mlv.fr/~vignat/Signal/Space/index.html Spice like simulator for matlab]
 
* [http://www.itl.nist.gov/div898/strd/general/dataarchive.html Nist dataset archive]
 
* [http://www.itl.nist.gov/div898/strd/general/dataarchive.html Nist dataset archive]
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* [http://lib.stat.cmu.edu/datasets/ Statlib dataset archive]
 
* [http://lib.stat.cmu.edu/datasets/ Statlib dataset archive]
 
* [http://www.iau.dtu.dk/nnbook/systems.html Datasets from the book "Neural networks for the modeling and control of dynamic systems.]
 
* [http://www.iau.dtu.dk/nnbook/systems.html Datasets from the book "Neural networks for the modeling and control of dynamic systems.]
* [http://www.gpc.de/eposes.html A simulation environment for production and transport, logistics and automation systems]
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* [http://www.gpc.de/e_poses.html A simulation environment for production and transport, logistics and automation systems]
* [http://phy.asu.edu/shumway/codes.html Nanostructure Simulation and Modeling Programs]
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* [http://shumway.physics.asu.edu/codes.html Nanostructure Simulation and Modeling Programs]
 
* [http://pedsim.silmaril.org/ A Modular, Distributed Pedestrian Crowd Simulation System]
 
* [http://pedsim.silmaril.org/ A Modular, Distributed Pedestrian Crowd Simulation System]
 
* [http://g95.sourceforge.net/g95_status.html Fortran simulation codes]
 
* [http://g95.sourceforge.net/g95_status.html Fortran simulation codes]
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* [http://gcmd.nasa.gov/KeywordSearch/Home.do?Portal=GCMD&MetadataType=0 Nasa datasets]
 
* [http://gcmd.nasa.gov/KeywordSearch/Home.do?Portal=GCMD&MetadataType=0 Nasa datasets]
 
* [http://funapp.cs.bilkent.edu.tr/DataSets/ Function approximation repository]
 
* [http://funapp.cs.bilkent.edu.tr/DataSets/ Function approximation repository]
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* [http://www.idsia.ch/~andrea/Andrea_Rizzoli_Home_Page/Sim_Tools.html A Collection of Modeling and Simulation Resources on the Internet]
* [http://www.google.com/Top/Computers/Artificial_Intelligence/Machine_Learning/Datasets/ Google directory datasets]
 
* [http://www.idsia.ch/~andrea/simtools.html A Collection of Modeling and Simulation Resources on the Internet]
 
 
* [http://www.grc.nasa.gov/WWW/K-12/freesoftware_page.htm Free simulation software from Nasa]
 
* [http://www.grc.nasa.gov/WWW/K-12/freesoftware_page.htm Free simulation software from Nasa]
 
* [http://opensees.berkeley.edu/index.php Earthquake simulation]
 
* [http://opensees.berkeley.edu/index.php Earthquake simulation]
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* [http://webscripts.softpedia.com/script/Scientific-Engineering-Ruby/Controls-and-Systems-Modeling/StructDyn-32656.html Matlab simulators for control and systems modeling]
 
* [http://webscripts.softpedia.com/script/Scientific-Engineering-Ruby/Controls-and-Systems-Modeling/StructDyn-32656.html Matlab simulators for control and systems modeling]
 
* [http://www.ae.uiuc.edu/m-selig/ads.html UIUC Airfoil Data Site]
 
* [http://www.ae.uiuc.edu/m-selig/ads.html UIUC Airfoil Data Site]
* [http://citeseer.ist.psu.edu/112408.html Proben1 benchmark datasets]
 
 
* [http://public.ca.sandia.gov/TNF/abstract.html TNF workshop data archives]
 
* [http://public.ca.sandia.gov/TNF/abstract.html TNF workshop data archives]
 
* [http://www.gaussianprocess.org Code for kriging models]
 
* [http://www.gaussianprocess.org Code for kriging models]
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* [http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume24/ortizboyer05a-html/node6.html Continuous benchmark problems]
 
* [http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume24/ortizboyer05a-html/node6.html Continuous benchmark problems]
* [http://www2.imm.dtu.dk/~km/GlobOpt/testex/ Optimization test functions]
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* [http://www2.imm.dtu.dk/~km/Test_ex_forms/test_ex.html Optimization test functions]
 
* [http://www.geatbx.com/docu/fcnindex-01.html Optimization test functions]
 
* [http://www.geatbx.com/docu/fcnindex-01.html Optimization test functions]
 
* [http://www.ewh.ieee.org/soc/es/May2001/14/Begin.htm Optimization test functions]
 
* [http://www.ewh.ieee.org/soc/es/May2001/14/Begin.htm Optimization test functions]
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* [http://www.cs.colostate.edu/~genitor/functions.html Optimization test functions]
 
* [http://www.cs.colostate.edu/~genitor/functions.html Optimization test functions]
 
* [http://www-optima.amp.i.kyoto-u.ac.jp/member/student/hedar/Hedar_files/TestGO_files/Page364.htm Optimization test functions]
 
* [http://www-optima.amp.i.kyoto-u.ac.jp/member/student/hedar/Hedar_files/TestGO_files/Page364.htm Optimization test functions]
* [http://ntu-cg.ntu.edu.sg/ysong/journal/GLSurrogate.pdf Surrogate modeling test functions]
 
 
* [http://www.it.lut.fi/ip/evo/functions/functions.html Functions with multiple global optima]
 
* [http://www.it.lut.fi/ip/evo/functions/functions.html Functions with multiple global optima]
 
* [http://www.mat.univie.ac.at/~neum/glopt/moretest More test set]
 
* [http://www.mat.univie.ac.at/~neum/glopt/moretest More test set]
 
* [http://www.mat.univie.ac.at/~neum/software/dixon.tar.gz Dixon-Szegö test set]
 
* [http://www.mat.univie.ac.at/~neum/software/dixon.tar.gz Dixon-Szegö test set]
* [http://titan.princeton.edu/TestProblems/ Handbook of Test Problems for local and global optimization]
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* [http://titan.princeton.edu/2010-10-11/TestProblems/ Handbook of Test Problems for local and global optimization]
   
 
=== Optimization ===
 
=== Optimization ===
   
  +
* [http://ab-initio.mit.edu/wiki/index.php/NLopt NLopt is a free/open-source library for nonlinear optimization]
 
* [http://www.tik.ee.ethz.ch/sop/pisa/ PISA optimization framework]
 
* [http://www.tik.ee.ethz.ch/sop/pisa/ PISA optimization framework]
* [http://www.jeo.org/emo/EMOOsoftware.html Impl. of multiobjective optimization methods]
 
 
* [http://www.hvass-labs.org/projects/swarmops/ swarmOps]
 
* [http://www.hvass-labs.org/projects/swarmops/ swarmOps]
 
* [http://www.icsi.berkeley.edu/~storn/code.html Differential Evolution]
 
* [http://www.icsi.berkeley.edu/~storn/code.html Differential Evolution]
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* [http://www.adaptivebox.net/research/bookmark/psocodes_link.html Particle Swarm implementations]
 
* [http://www.adaptivebox.net/research/bookmark/psocodes_link.html Particle Swarm implementations]
 
* [http://mloss.org A great selection of open source machine learning software]
 
* [http://mloss.org A great selection of open source machine learning software]
* [http://www.cimlcommunity.org/ Another repository of machine learning tools]
 
 
* [http://stommel.tamu.edu/~baum/toolboxes.html A list of Matlab toolboxes]
 
* [http://stommel.tamu.edu/~baum/toolboxes.html A list of Matlab toolboxes]
 
* [http://mdoboard.proboards59.com/ ISSMO-REASON: Research and Engineering Applications in Structural Optimization Network]
 
* [http://mdoboard.proboards59.com/ ISSMO-REASON: Research and Engineering Applications in Structural Optimization Network]
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* [http://www.aiaa.org/content.cfm?pageid=1 AIAA Conferences]
 
* [http://www.aiaa.org/content.cfm?pageid=1 AIAA Conferences]
 
* [http://www.wikicfp.com/ Wiki of conferences]
 
* [http://www.wikicfp.com/ Wiki of conferences]
* [http://ddl.me.cmu.edu/ddwiki/index.php/ASME_IDETC/CIE_Conferences CIE Conferences]
 
 
* [http://users.jyu.fi/~miettine/lista.html#Conferences Kaisa's conferences]
 
* [http://users.jyu.fi/~miettine/lista.html#Conferences Kaisa's conferences]
 
* [http://www.conference-service.com/conferences/neural-networks.html AI Conferences]
 
* [http://www.conference-service.com/conferences/neural-networks.html AI Conferences]
 
* [http://ieee-cis.org/conferences/co_sponsorship_1/ IEEE CIS conferences]
 
* [http://ieee-cis.org/conferences/co_sponsorship_1/ IEEE CIS conferences]
 
* [http://www.makhfi.com/events.htm Neural Network Events]
 
* [http://www.makhfi.com/events.htm Neural Network Events]
* [http://www.adam.ntu.edu.sg/~mgeorg/lately_announced.pl?timeback=30 Neural Network Conferences]
 
 
* [http://openresearch.org/mw/index.php?title=Upcoming_deadlines&field=Machine+learning Open research AI conferences]
 
* [http://openresearch.org/mw/index.php?title=Upcoming_deadlines&field=Machine+learning Open research AI conferences]
  +
* [http://ppsn2014.ijs.si International Conference on Parallel Problem Solving from Nature]
 
  +
* [http://icannga.com International Conference on Adaptive and Natural Computing Algorithms]
  +
* [http://www.engopt.org/ EngOpt]
  +
* [http://www.sigevo.org/gecco-2014/ Genetic and Evolutionary Computation Conference]
  +
* [http://iccs2014.ivec.org/ International Conference on Computational Science]
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* [http://www.iccsa.org International Conference on Computational Science and Applications]
   
 
=== Journal Links ===
 
=== Journal Links ===
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*[http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=3477 IEEE Transactions on Systems, Man and Cybernetics, Part B]
 
*[http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=3477 IEEE Transactions on Systems, Man and Cybernetics, Part B]
 
*[http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=5326 IEEE Transactions on Systems, Man and Cybernetics, Part C]
 
*[http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=5326 IEEE Transactions on Systems, Man and Cybernetics, Part C]
  +
*[http://http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=4235 IEEE Transactions on Evolutionary Computation]
  +
*[http://www.mitpressjournals.org/loi/evco Evolutionary Computation]
 
*[http://www.techscience.com/cmes/aims_scope.html Computer Modeling in Engineering & Sciences]
 
*[http://www.techscience.com/cmes/aims_scope.html Computer Modeling in Engineering & Sciences]
 
*[http://www.informaworld.com/smpp/title~db=all~content=t713723652~tab=summary Journal of Experimental & Theoretical Artificial Intelligence]
 
*[http://www.informaworld.com/smpp/title~db=all~content=t713723652~tab=summary Journal of Experimental & Theoretical Artificial Intelligence]
 
*[http://www.elsevier.com/locate/jocs Journal of Computational Science]
 
*[http://www.elsevier.com/locate/jocs Journal of Computational Science]
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*[http://www.macs.hw.ac.uk/~ml355/journals.htm A comprehensive list of journals related to evolutionary algorithms/optimization and related fields]

Latest revision as of 09:58, 17 June 2015

Related publications

See the Related publications page.

Related projects

A list of projects with similar ideas and scope.

Related labs

A list of some of the labs/researchers with similar ideas and scope.

Data sets - Simulation code

A list of publicly available datasets and simulation codes, useful for testing.

Predefined functions

Optimization

Various links

Conference links

Journal Links