Evaluation of genetic-fuzzy systems in the configuration space

We propose an approach to ground the design of learning systems on the analysis of the configuration space of the learning device (e.g., a robot) and on the interpretation of input data. In this paper, we focus on Learning Fuzzy Classifier Systems adopted to evolve behavioral controllers for autonomous robots. We show how it is possible to define some indexes to evaluate objectively both the learning process and the evolved system, thus supporting their designing with engineering principles

gCube 4.7.1 - gCube Reporting Modeler v. 1.3.0

<p> The gCube System - gCube Reporting Modeler<br> --------------------------------------------------<br> <br> This class wraps up the gCube Report Model and allows to easily create Report Model instances<br> <br> <br> This software is part of the gCube Framework (https://www.gcube-system.org/): an<br> open-source software toolkit used for building and operating Hybrid Data<br> Infrastructures enabling the dynamic deployment of Virtual Research Environments<br> by favouring the realisation of reuse oriented policies.<br> <br> The projects leading to this software have received funding from a series of<br> European Union programmes including:<br> * the Sixth Framework Programme for Research and Technological Development -<br> DILIGENT (grant no. 004260);<br> * the Seventh Framework Programme for research, technological development and<br> demonstration - D4Science (grant no. 212488), D4Science-II (grant no.<br> 239019),ENVRI (grant no. 283465), EUBrazilOpenBio (grant no. 288754), iMarine<br> (grant no. 283644);<br> * the H2020 research and innovation programme - BlueBRIDGE (grant no. 675680),<br> EGIEngage (grant no. 654142), ENVRIplus (grant no. 654182), Parthenos (grant<br> no. 654119), SoBigData (grant no. 654024);<br> <br> <br> Version<br> --------------------------------------------------<br> <br> 1.3.0-4.7.1-125719 (2017-10-19)<br> <br> Please see the file named "changelog.xml" in this directory for the release notes.<br> <br> <br> Authors<br> --------------------------------------------------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> <br> Maintainers<br> -----------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> Download information<br> --------------------------------------------------<br> <br> Source code is available from SVN: <br> http://svn.research-infrastructures.eu/public/d4science/gcube/trunk/application/gcube-reporting-modeler<br> <br> Binaries can be downloaded from the gCube website: <br> https://www.gcube-system.org/<br> <br> <br> Installation<br> --------------------------------------------------<br> <br> Installation documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> <br> Documentation <br> --------------------------------------------------<br> <br> Documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> Support <br> --------------------------------------------------<br> <br> Bugs and support requests can be reported in the gCube issue tracking tool:<br> https://support.d4science.org/projects/gcube/<br> <br> <br> Licensing<br> --------------------------------------------------<br> <br> This software is licensed under the terms you may find in the file named "LICENSE" in this directory.<br> </p

gCube 4.6.0 - gCube Reporting Modeler v. 1.3.0

<p> The gCube System - gCube Reporting Modeler<br> --------------------------------------------------<br> <br> This class wraps up the gCube Report Model and allows to easily create Report Model instances<br> <br> <br> This software is part of the gCube Framework (https://www.gcube-system.org/): an<br> open-source software toolkit used for building and operating Hybrid Data<br> Infrastructures enabling the dynamic deployment of Virtual Research Environments<br> by favouring the realisation of reuse oriented policies.<br> <br> The projects leading to this software have received funding from a series of<br> European Union programmes including:<br> * the Sixth Framework Programme for Research and Technological Development -<br> DILIGENT (grant no. 004260);<br> * the Seventh Framework Programme for research, technological development and<br> demonstration - D4Science (grant no. 212488), D4Science-II (grant no.<br> 239019),ENVRI (grant no. 283465), EUBrazilOpenBio (grant no. 288754), iMarine<br> (grant no. 283644);<br> * the H2020 research and innovation programme - BlueBRIDGE (grant no. 675680),<br> EGIEngage (grant no. 654142), ENVRIplus (grant no. 654182), Parthenos (grant<br> no. 654119), SoBigData (grant no. 654024);<br> <br> <br> Version<br> --------------------------------------------------<br> <br> 1.3.0-4.6.0-125719 (2017-08-01)<br> <br> Please see the file named "changelog.xml" in this directory for the release notes.<br> <br> <br> Authors<br> --------------------------------------------------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> <br> Maintainers<br> -----------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> Download information<br> --------------------------------------------------<br> <br> Source code is available from SVN: <br> http://svn.research-infrastructures.eu/public/d4science/gcube/trunk/application/gcube-reporting-modeler<br> <br> Binaries can be downloaded from the gCube website: <br> https://www.gcube-system.org/<br> <br> <br> Installation<br> --------------------------------------------------<br> <br> Installation documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> <br> Documentation <br> --------------------------------------------------<br> <br> Documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> Support <br> --------------------------------------------------<br> <br> Bugs and support requests can be reported in the gCube issue tracking tool:<br> https://support.d4science.org/projects/gcube/<br> <br> <br> Licensing<br> --------------------------------------------------<br> <br> This software is licensed under the terms you may find in the file named "LICENSE" in this directory.<br> </p

gCube 4.4.0 - gCube Reporting Modeler v. 1.3.0

<p> The gCube System - gCube Reporting Modeler<br> --------------------------------------------------<br> <br> This class wraps up the gCube Report Model and allows to easily create Report Model instances<br> <br> <br> This software is part of the gCube Framework (https://www.gcube-system.org/): an<br> open-source software toolkit used for building and operating Hybrid Data<br> Infrastructures enabling the dynamic deployment of Virtual Research Environments<br> by favouring the realisation of reuse oriented policies.<br> <br> The projects leading to this software have received funding from a series of <br> European Union programmes including: <br> * the Sixth Framework Programme for Research and Technological Development - <br> DILIGENT (grant no. 004260); <br> * the Seventh Framework Programme for research, technological development and <br> demonstration - D4Science (grant no. 212488), D4Science-II (grant no. <br> 239019),ENVRI (grant no. 283465), EUBrazilOpenBio (grant no. 288754), iMarine <br> (grant no. 283644); <br> * the H2020 research and innovation programme - BlueBRIDGE (grant no. 675680), <br> EGIEngage (grant no. 654142), ENVRIplus (grant no. 654182), Parthenos (grant <br> no. 654119), SoBigData (grant no. 654024);<br> <br> <br> Version<br> --------------------------------------------------<br> <br> 1.3.0-4.4.0-125719 (2017-05-02)<br> <br> Please see the file named "changelog.xml" in this directory for the release notes.<br> <br> <br> Authors<br> --------------------------------------------------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> <br> Maintainers<br> -----------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> Download information<br> --------------------------------------------------<br> <br> Source code is available from SVN: <br> http://svn.research-infrastructures.eu/public/d4science/gcube/trunk/application/gcube-reporting-modeler<br> <br> Binaries can be downloaded from the gCube website: <br> https://www.gcube-system.org/<br> <br> <br> Installation<br> --------------------------------------------------<br> <br> Installation documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> <br> Documentation <br> --------------------------------------------------<br> <br> Documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> Support <br> --------------------------------------------------<br> <br> Bugs and support requests can be reported in the gCube issue tracking tool:<br> https://support.d4science.org/projects/gcube/<br> <br> <br> Licensing<br> --------------------------------------------------<br> <br> This software is licensed under the terms you may find in the file named "LICENSE" in this directory.<br> </p

gCube 4.1.0 - gCube Reporting Modeler v. 1.3.0

<p> The gCube System - gCube Reporting Modeler<br> --------------------------------------------------<br> <br> This class wraps up the gCube Report Model and allows to easily create Report Model instances<br> <br> <br> This software is part of the gCube Framework (https://www.gcube-system.org/): an<br> open-source software toolkit used for building and operating Hybrid Data<br> Infrastructures enabling the dynamic deployment of Virtual Research Environments<br> by favouring the realisation of reuse oriented policies.<br> <br> The projects leading to this software have received funding from a series of <br> European Union programmes including: <br> * the Sixth Framework Programme for Research and Technological Development - <br> DILIGENT (grant no. 004260); <br> * the Seventh Framework Programme for research, technological development and <br> demonstration - D4Science (grant no. 212488), D4Science-II (grant no. <br> 239019),ENVRI (grant no. 283465), EUBrazilOpenBio (grant no. 288754), iMarine <br> (grant no. 283644); <br> * the H2020 research and innovation programme - BlueBRIDGE (grant no. 675680), <br> EGIEngage (grant no. 654142), ENVRIplus (grant no. 654182), Parthenos (grant <br> no. 654119), SoBigData (grant no. 654024);<br> <br> <br> Version<br> --------------------------------------------------<br> <br> 1.3.0-4.1.0-125719 (2016-11-29)<br> <br> Please see the file named "changelog.xml" in this directory for the release notes.<br> <br> <br> Authors<br> --------------------------------------------------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> <br> Maintainers<br> -----------<br> <br> * Massimiliano Assante (massimiliano.assante-AT-isti.cnr.it), Istituto di Scienza e Tecnologie dell'Informazione "A. Faedo" - CNR, Pisa (Italy).<br> <br> <br> Download information<br> --------------------------------------------------<br> <br> Source code is available from SVN: <br> http://svn.research-infrastructures.eu/public/d4science/gcube/trunk/application/gcube-reporting-modeler<br> <br> Binaries can be downloaded from the gCube website: <br> https://www.gcube-system.org/<br> <br> <br> Installation<br> --------------------------------------------------<br> <br> Installation documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> <br> Documentation <br> --------------------------------------------------<br> <br> Documentation is available on-line in the gCube Wiki:<br> https://wiki.gcube-system.org/gcube/index.php/<br> https://wiki.gcube-system.org/gcube/index.php/<br> <br> Support <br> --------------------------------------------------<br> <br> Bugs and support requests can be reported in the gCube issue tracking tool:<br> https://support.d4science.org/projects/gcube/<br> <br> <br> Licensing<br> --------------------------------------------------<br> <br> This software is licensed under the terms you may find in the file named "LICENSE" in this directory.<br> </p