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soft [2014/01/15 13:46] Denis Pallez created |
soft [2019/12/13 18:21] Denis Pallez [Evolutionary Computation Softwares] |
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| - | ====== Software Development ====== | + | ===== Evolutionary Computation Softwares ===== |
| + | I principaly use [[http://cs.gmu.edu/~eclab/projects/ecj|Evolutionary Computation in Java (ECJ)]] library for my research because it is, for me, the most documented library I found (a book of 200 pages and 5 tutorials are given). | ||
| + | I also used [[http://code.google.com/p/deap|Deap]] library for teaching. | ||
| - | ====== Tutorials ====== | ||
| - | ===== Evolutionary Computation in Java ===== | + | ^ Programming language ^ Evolutionary Computation Library ^ |
| + | | Java | [[http://cs.gmu.edu/~eclab/projects/ecj/|ECJ]] \\ [[http://jclec.sourceforge.net|JClec]] \\ [[http://sourceforge.net/projects/cilib|CILib]] | | ||
| + | | C++ | [[http://eodev.sourceforge.net|Evolving Objects]] \\ [[http://paradiseo.gforge.inria.fr|ParadisEO]] | | ||
| + | | C# | [[http://dev.heuristiclab.com/trac/hl/core|HeuristicLab]] | | ||
| + | | Python | [[http://inspyred.github.io|Inspyred]] \\ [[http://code.google.com/p/deap|Deap]] | | ||
| + | | R | [[https://cran.r-project.org/web/packages/RFreak/|RFrEAK]] \\ [[http://cran.r-project.org/web/views/MachineLearning.html|Machine and Statistical Learning packages]] | | ||
| + | | Of course, this list is far from being exhaustive.\\ A recent comparative analysis of Metaheuristic optimization frameworks is available [[http://link.springer.com/content/pdf/10.1007/s00500-011-0754-8.pdf|here]] \\ A more recent list of softwares are available [[https://sites.google.com/view/benchmarking-network/home/resources|here]] || | ||
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| + | ====== Softwares ====== | ||
| + | * [[soft_multimodal|Comparative Study of Recent Multimodal Evolutionary Algorithms]] | ||
| + | |||
| + | ====== Tutorials ====== | ||
| + | * [[tuto_ecj_weka|How to build weka classifiers using ECJ library ?]] | ||
| + | * [[tuto_ecj_android|How to install ECJ library on Android environment ?]] | ||
soft.txt · Last modified: 2022/04/27 11:16 by Denis Pallez
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