Modeling and simulation of genetic algorithm using meta-models
In this paper we introduce new method for modeling and simulation of genetic algorithm based on meta-models. Eclipse Modeling Framework (EMF) provides a meta-modeling framework to describe models in various abstraction levels. We use this platform and EMF-DEVS to modeling genetic algorithm (GA-DEVS)...
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| Format: | Article |
| Language: | English |
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University of Mohaghegh Ardabili
2018-06-01
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| Series: | Journal of Hyperstructures |
| Subjects: | |
| Online Access: | https://jhs.uma.ac.ir/article_2685_164c7091b41070c79de6d2915c916979.pdf |
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| _version_ | 1839635432033222656 |
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| author | Abbas MAhmoodi Markid |
| author_facet | Abbas MAhmoodi Markid |
| author_sort | Abbas MAhmoodi Markid |
| collection | DOAJ |
| description | In this paper we introduce new method for modeling and simulation of genetic algorithm based on meta-models. Eclipse Modeling Framework (EMF) provides a meta-modeling framework to describe models in various abstraction levels. We use this platform and EMF-DEVS to modeling genetic algorithm (GA-DEVS) and generating partial executable codes on DEVS-Suite simulator. Also this process helps modelers to validate models and their structure and I/O validity. |
| format | Article |
| id | doaj-art-e5bb8181f62b497aa7910c2816c96e23 |
| institution | Matheson Library |
| issn | 2251-8436 2322-1666 |
| language | English |
| publishDate | 2018-06-01 |
| publisher | University of Mohaghegh Ardabili |
| record_format | Article |
| series | Journal of Hyperstructures |
| spelling | doaj-art-e5bb8181f62b497aa7910c2816c96e232025-07-09T08:25:15ZengUniversity of Mohaghegh ArdabiliJournal of Hyperstructures2251-84362322-16662018-06-017Spec. 2nd CSC201711310.22098/jhs.2018.26852685Modeling and simulation of genetic algorithm using meta-modelsAbbas MAhmoodi Markid0Faculty of Electrical Engineering, Sahand University of Technology, Sahand, IranIn this paper we introduce new method for modeling and simulation of genetic algorithm based on meta-models. Eclipse Modeling Framework (EMF) provides a meta-modeling framework to describe models in various abstraction levels. We use this platform and EMF-DEVS to modeling genetic algorithm (GA-DEVS) and generating partial executable codes on DEVS-Suite simulator. Also this process helps modelers to validate models and their structure and I/O validity.https://jhs.uma.ac.ir/article_2685_164c7091b41070c79de6d2915c916979.pdfmodeling and simulationgenetic algorithmemf-devsvalidationmeta modeling |
| spellingShingle | Abbas MAhmoodi Markid Modeling and simulation of genetic algorithm using meta-models Journal of Hyperstructures modeling and simulation genetic algorithm emf-devs validation meta modeling |
| title | Modeling and simulation of genetic algorithm using meta-models |
| title_full | Modeling and simulation of genetic algorithm using meta-models |
| title_fullStr | Modeling and simulation of genetic algorithm using meta-models |
| title_full_unstemmed | Modeling and simulation of genetic algorithm using meta-models |
| title_short | Modeling and simulation of genetic algorithm using meta-models |
| title_sort | modeling and simulation of genetic algorithm using meta models |
| topic | modeling and simulation genetic algorithm emf-devs validation meta modeling |
| url | https://jhs.uma.ac.ir/article_2685_164c7091b41070c79de6d2915c916979.pdf |
| work_keys_str_mv | AT abbasmahmoodimarkid modelingandsimulationofgeneticalgorithmusingmetamodels |