Difference between revisions of "Useful Links"

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(New page: === Related publications === A list of publications similar in philosophy and scope is given below. <bibtex> @ARTICLE{Busby2007, author = {Daniel Busby and Chris L. Farmer and Armin I...)
 
 
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=== Related publications ===
 
=== Related publications ===
  
−
A list of publications similar in philosophy and scope is given below.
+
See the [[Related publications]] page.
  
 +
=== Related projects ===
  
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<bibtex>
+
A list of projects with similar ideas and scope.
−
@ARTICLE{Busby2007,
+
* [http://www.cs.rtu.lv/jekabsons/regression.html] Matlab regression software
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  author = {Daniel Busby and Chris L. Farmer and Armin Iske},
+
* [http://sites.google.com/site/gptips4matlab GTIPS] Matlab symbolic regression software using genetic programming
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  title = {Hierarchical Nonlinear Approximation for Experimental Design and
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* [http://www.optiy.eu OptiY]
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Statistical Data Fitting},
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* [http://www.nutechsolutions.com/prod_cv_analytics.asp ClearVu Analytics]
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  journal = {SIAM Journal on Scientific Computing},
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* [https://sites.google.com/site/felipeacviana/ Surrogates Toolbox]: Another matlab surrogate modeling toolbox
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  year = {2007},
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* [http://www.evolved-analytics.com Evolved-Analytics]: DataModeler package.
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  volume = {29},
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* [http://www.muneda.com/ MunEDA]: MunEDA provides leading EDA software technology for analysis, modelling and optimization of yield and performance of analog, mixed-signal and digital designs.
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  pages = {49-69},
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* [http://www.lsoptsupport.com/faqs/setting-parameters-for-metamodel-based-optimization-strategies LS-OPT: Functionality similar to the SUMO-Toolbox in LS-OPT]
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  number = {1},
+
* [http://mucm.aston.ac.uk/MUCM/MUCMToolkit/index.php?page=MetaHomePage.html MUCH Toolkit]: A toolbox for sensitivity analysis using surrogate models
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  doi = {10.1137/050639983},
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* [http://home.mit.bme.hu/~kollar/topics/fdident.html FDIDENT: frequency domain identification toolbox]
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  publisher = {SIAM},
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* [http://www.dmoz.org/Science/Math/Statistics/Software/Regression_and_Curve_Fitting/: Regression software on Open Directory]
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  url = {http://link.aip.org/link/?SCE/29/49/1}
+
* [http://www.infiniscale.com/ Infiniscale]: TechModeler, TechAnalyzer: automatic model generation tools for EM applications
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}
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* [http://www.vrand.com/visualDOC.html visualDOC]: VisualDOC, a design optimization tool
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</bibtex>
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* [http://www.salford-systems.com/mars.php MARS]: A spline based modeling tool
 +
* [http://www.phoenix-int.com/software/phx_modelcenter.php Modelcenter]: datamining and modeling tool
 +
* [http://www.simulia.com/products/isight2.html iSIGHT]: datamining and modeling tool
 +
* [http://www.tmpinc.com/datascape_overview.html Datascape]: datamining and modeling tool
 +
* [http://www.friendship-systems.com/ Friendship systems]: Tools for modeling ship hulls parametrically and performing the modeling calculations (Equilibrium tool)
 +
* [http://www.csse.monash.edu.au/%7Edavida/nimrod/nimrodg.htm Nimrod/G]: Execute parameter sweeps on the grid
 +
* [http://www-sop.inria.fr/oasis/ProActive/ ProActive]: Java grid library
 +
* [http://www.csse.monash.edu.au/%7Edavida/nimrod/nimrodo.htm Nimrod/O]: Grid-enabled optimization toolkit
 +
* [http://www.ece.northwestern.edu/OTC/ NEOS]: Distributed optimization toolkit
 +
* [http://software.sci.utah.edu/scirun.html SciRun]: Problem Solving Environment (PSE), for simulation, modeling, and visualization of scientific problems.
 +
* [http://www.esteco.it/ ModeFRONTIER]: environment dedicated to the set up of design assessment chains and efficient investigation of the design space.
 +
* [http://www.gridbus.org/ Gridbus]: metascheduler for the grid
 +
* [http://icl.cs.utk.edu/netsolve/overview/ Gridsolve/Netsolve]: grid enabled scientific computation toolbox
 +
* [http://www.dtreg.com/ DTREG]: a powerful statistical analysis program that generates classification and regression trees and Support Vector Machine models that can be used to predict parameter values.
 +
* [http://www.soton.ac.uk/%7Epbn/MDO/ MDO]: A collection of MDO links
 +
* [http://www.research.att.com/~njas/gosset/index.html GOSSET]: A general purpose program for designing experiments
 +
* [http://www.cs.sandia.gov/DAKOTA/ DAKOTA]: Design Analysis Kit for Optimization and Terascale Applications
 +
* [http://www.cs.cf.ac.uk/gridprojects/dipso/ DIPSO]: Wide-Area Distributed Problem Solving (DIPSO)
 +
* [http://www.geodise.org GEODISE]: Grid Enabled Optimisation and Design Search for Engineering
 +
* [http://www.fast.u-psud.fr/ezyfit/ EZfit] : Free curve fitting toolbox for matlab
 +
* [http://www.ians.uni-stuttgart.de/spinterp/about.html SGIT] : A Sparse grid interpolation toolbox
 +
* [http://www.csie.ntu.edu.tw/~yien/quickrbf/quickstart.php QuickRBF] : an RBF fitting library (native)
 +
* [http://www.farfieldtechnology.com/products/toolbox/ FastRBF] : another RBF fitting library (matlab)
 +
* [http://promethee.irsn.org PROMETHEE project: easy parametric modeling]
 +
* [http://simlab.jrc.ec.europa.eu/ Sensitivity Analysis library]
 +
* Gaussian Process Matlab code
 +
** [http://www.gaussianprocess.org/gpml/code/matlab/doc/ Code] based on Rasmussen's book
 +
** [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://shark-project.sourceforge.net/ Shark Machine Learning Library - An open source machine learning bundle]
  
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<bibtex>
+
=== Related labs ===
−
@INPROCEEDINGS{Gramacy2004,
 
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  author = {Robert B. Gramacy and Herbert K. H. Lee and William G. Macready},
 
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  title = {Parameter space exploration with Gaussian process trees},
 
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  booktitle = {ICML '04: Proceedings of the twenty-first international conference
 
−
on Machine learning},
 
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  year = {2004},
 
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  pages = {45},
 
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  address = {New York, NY, USA},
 
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  publisher = {ACM Press},
 
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  doi = {http://doi.acm.org/10.1145/1015330.1015367},
 
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  isbn = {1-58113-828-5},
 
−
  location = {Banff, Alberta, Canada}
 
−
}
 
−
</bibtex>
 
  
−
<bibtex>
+
A list of some of the labs/researchers with similar ideas and scope.
−
@ARTICLE{Farhang-Mehr2005,
 
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  author = {A. Farhang-Mehr and S. Azarm},
 
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  title = {Bayesian meta-modelling of engineering design simulations: a sequential
 
−
approach with adaptation to irregularities in the response behaviour},
 
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  journal = {International Journal for Numerical Methods in Engineering},
 
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  year = {2005},
 
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  volume = {62},
 
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  pages = {2104-2126},
 
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  number = {15},
 
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  doi = {10.1002/nme.1261},
 
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  owner = {dgorissen},
 
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  timestamp = {2006.08.20}
 
−
}
 
−
</bibtex>
 
  
 +
* [http://aerospace.engin.umich.edu/index.html Department of Aerospace Engineering at the University of Michigan]
 +
* [http://www.mae.ufl.edu/~mdo/ The Structural and Multidisciplinary Optimization Group at the University of Florida]
 +
* [http://web.engr.oregonstate.edu/~tgd/ School of Electrical Engineering and Computer Science, Oregon State U]
 +
* [http://www.soton.ac.uk/engineering/research/groups/ced.page  Southampton University Computational Engineering and Design Group]
 +
* [http://edog.mne.psu.edu/  Engineering Design & Optimization Group (Penn state)]
 +
* [http://nd.edu/~ame/ Aerospace and Mechanical Engineering] [http://www.gano.name/shawn/ Homepage]
 +
* [http://shyylab.engin.umich.edu/research/design-optimization Computational Thermo-Fluids Group]
 +
* [http://www.ensc.sfu.ca/~gwa5/index.htm Product Design and Optimization Laboratory (PDOL)]
 +
* [http://www.cerfacs.fr/4-25708-Home.php Computational Fluid Dynamics (CFD) group at CERFACS]
 +
* [http://webuser.uni-weimar.de/~roos1/ Dirk Roos]
 +
* [http://www.cerfacs.fr/~duchaine/HTML/research.htm Florent Duchaine]
 +
* http://www.nlr.nl/ National aerospace lab]
  
−
=== Related projects ===
+
=== Data sets - Simulation code ===
−
A list of projects with similar ideas and scope.
+
 
 +
A list of publicly available datasets and simulation codes, useful for testing.
 +
 
 +
* [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://www.uni-koeln.de/themen/Statistik/data/rousseeuw/ The ROUSSEEUW datasets]
 +
* [ftp://ftp.sas.com/pub/neural/dojo/dojo.html Donoho-Johnstone Benchmarks]
 +
* [http://people.scs.fsu.edu/~burkardt/datasets/datasets.html datasets]
 +
* [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://homes.esat.kuleuven.be/~smc/daisy/daisydata.html Daisy datasets]
 +
* [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.gpc.de/e_poses.html A simulation environment for production and transport, logistics and automation systems]
 +
* [http://shumway.physics.asu.edu/codes.html Nanostructure Simulation and Modeling Programs]
 +
* [http://pedsim.silmaril.org/ A Modular, Distributed Pedestrian Crowd Simulation System]
 +
* [http://g95.sourceforge.net/g95_status.html Fortran simulation codes]
 +
* [http://www.genie.ac.uk/ Grid ENabled Integrated Earth system model]
 +
* [http://gcmd.nasa.gov/KeywordSearch/Home.do?Portal=GCMD&MetadataType=0 Nasa datasets]
 +
* [http://funapp.cs.bilkent.edu.tr/DataSets/ Function approximation repository]
 +
* [http://www.idsia.ch/~andrea/Andrea_Rizzoli_Home_Page/Sim_Tools.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://opensees.berkeley.edu/index.php Earthquake simulation]
 +
* [http://www.pdl.cmu.edu/DiskSim/ Harddisk simulator]
 +
* [http://spib.rice.edu/spib/mtn_top.html Mountain top radar data]
 +
* [http://www.statsci.org/datasets.html Statsci dataset repository]
 +
* [http://statwww.epfl.ch/davison/BMA/Data4BMA/ dataset repository]
 +
* [http://astrostatistics.psu.edu/datasets/ dataset repository]
 +
* [http://www.maths.uq.edu.au/CEToolBox/ problems from the Cross Entropy toolbox]
 +
* [http://www.cs.waikato.ac.nz/~ml/weka/index_datasets.html Weka datasets]
 +
* [http://www.ailab.si/orange/datasets.asp?Inst=on&Atts=on&Class=on&Values=on&Description=on&sort=Data+Set dataset repository]
 +
* [http://www.itee.uq.edu.au/%7Emarcusg/msg.html Max Set of Gaussians Landscape Generator]
 +
* [http://www.mathworks.fr/matlabcentral/fileexchange/loadAuthor.do?objectId=364966&objectType=author Collection of useful Matlab scripts by Thomas Abrahamsson ]
 +
* [http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=10731&objectType=FILE# A Matlab toolbox for Linear Structural Dynamics Analysis]
 +
* [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://public.ca.sandia.gov/TNF/abstract.html TNF workshop data archives]
 +
* [http://www.gaussianprocess.org Code for kriging models]
 +
* [http://www.comsol.be/ Comsol multiphysics] package
 +
 
 +
=== Predefined functions ===
 +
 
 +
* [http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume24/ortizboyer05a-html/node6.html Continuous benchmark problems]
 +
* [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.ewh.ieee.org/soc/es/May2001/14/Begin.htm Optimization test functions]
 +
* [http://www.it.lut.fi/ip/evo/functions/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.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/software/dixon.tar.gz Dixon-Szegö test set]
 +
* [http://titan.princeton.edu/2010-10-11/TestProblems/ Handbook of Test Problems for local and global 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.hvass-labs.org/projects/swarmops/ swarmOps]
 +
* [http://www.icsi.berkeley.edu/~storn/code.html Differential Evolution]
 +
* [http://control.ee.ethz.ch/~joloef/wiki/pmwiki.php YALMIP] High-level optimization problem solver, uses external solvers as backend
 +
* [http://www.mat.univie.ac.at/~neum/glopt/software_g.html Global optimization software]
 +
* [http://www.gerad.ca/NOMAD/Abramson/nomadm.html Mesh-Adaptive Direct Search (MADS) software in Matlab]
 +
* [http://www-rocq.inria.fr/~gilbert/modulopt/modulopt.html Modulopt]: fortran implementations and some matlab
 +
* [http://www.geodise.org/documentation/OptionsMatlab/html/ MatlabOptions] Matlab interface to the design and optimization package (OPTIONS).
 +
 
 +
=== Various links ===
 +
 
 +
* [http://videolectures.net/Top/Computer_Science/Machine_Learning/ An excellent collection of machine learning lecture videos]
 +
* [http://home.online.no/~pjacklam/matlab/software/util/fullindex.html A collection of useful Matlab scripts]
 +
* [http://home.online.no/~pjacklam/matlab/doc/mtt/  MATLAB array manipulation tips and tricks]
 +
* [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://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://www.nafems.org/about/ NAFEMS]
 +
* [http://www.kat-net.net/ The European Coordinating Action on Key Aerodynamic Technologies]
 +
* [http://www.altairhyperworks.co.uk/Default.aspx Altair Hyperworks]
 +
* [http://www.ifte.de/english/research/index.html IFTE]
 +
* [http://www.optiy.eu/Features.html OptyI]
 +
* [http://www.technet-alliance.com/ Technet Alliance]
 +
 
 +
=== Conference links ===
 +
 
 +
* [http://www.conferencealerts.com Conference alerts]
 +
* [http://www.conferencealerts.com/engineer.htm Engineering conferences]
 +
* [http://www.conferencealerts.com/ai.htm AI Conference alerts]
 +
* [http://www.ieee.org/web/conferences/search/index.html IEEE conferences]
 +
* [http://www.aiaa.org/content.cfm?pageid=1 AIAA Conferences]
 +
* [http://www.wikicfp.com/ Wiki of conferences]
 +
* [http://users.jyu.fi/~miettine/lista.html#Conferences Kaisa's conferences]
 +
* [http://www.conference-service.com/conferences/neural-networks.html AI Conferences]
 +
* [http://ieee-cis.org/conferences/co_sponsorship_1/ IEEE CIS conferences]
 +
* [http://www.makhfi.com/events.htm Neural Network Events]
 +
* [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]
 +
* [http://www.iccsa.org International Conference on Computational Science and Applications]
  
−
=== Related labs ===
+
=== Journal Links ===
−
A list of projects with similar ideas and scope.
 
  
−
=== Data sources ===
+
*[http://www.linklings.net/tomacs/charter.html ACM Transactions on Modeling and Computer Simulation]
−
A list of publicaly available datasets and simulation codes, useful for testing.
+
*[http://www.elsevier.com/wps/find/journaldescription.cws_home/622330/description#description Simulation Modelling Practice and Theory]
 +
*[http://www.elsevier.com/wps/find/journaldescription.cws_home/422911/description#description Advances in Engineering Software]
 +
*[http://journaltool.asme.org/Content/JournalDescriptions.cfm?journalId=12 Journal of Mechanical Design ]
 +
*[http://journaltool.asme.org/Content/JournalDescriptions.cfm?journalId=3&Journal=JCISE Journal of Computing and Information Science in Engineering]
 +
*[http://www.elsevier.com/wps/find/journaldescription.cws_home/975/description#description Engineering Applications of Artificial Intelligence]
 +
*[http://www.elsevier.com/wps/find/journaldescription.cws_home/622240/description#description Advanced Engineering Informatics]
 +
*[http://www.springer.com/computer/information+systems/journal/366 Engineering with Computers]
 +
*[http://www.springer.com/computer/mathematics/journal/521 Neural Computing and Applications]
 +
*[http://www.aiaa.org/content.cfm?pageid=322&lupubid=2 AIAA Journal]
 +
*[http://journals.cambridge.org/action/displayJournal?jid=aie Artificial Intelligence for Engineering Design, Analysis and Manufacturing ]
 +
*[http://jmlr.csail.mit.edu/ Journal of Machine Learning Research]
 +
*[http://www.elsevier.com/wps/find/journaldescription.cws_home/505645/description#description Computer Methods in Applied Mechanics and Engineering]
 +
*[http://www.elsevier.com/wps/find/journaldescription.cws_home/524998/description#description Applied Mathematical Modelling]
 +
*[http://www.siam.org/journals/sisc.php SIAM Journal on Scientific Computing]
 +
*[http://www.iop.org/EJ/journal/-page=scope/0266-5611 Inverse Problems]
 +
*[http://www.tandf.co.uk/journals/titles/17415977.asp Inverse problems in science and engineering]
 +
*[http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=3468 IEEE Transactions on Systems, Man and Cybernetics, Part A]
 +
*[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://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.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.macs.hw.ac.uk/~ml355/journals.htm A comprehensive list of journals related to evolutionary algorithms/optimization and related fields]

Latest revision as of 08:58, 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

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