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) and generating partial executable codes on DEVS-Suite simulator. Also this process helps modelers to validate models and their structure and I/O validity.

Keywords:

Modeling and Simulation , genetic algorithm , EMF-DEVS , validation , Meta Modeling

Authors

Abbas MAhmoodi Markid

Faculty of Electrical Engineering, Sahand University of Technology, Sahand, Iran

Certificate
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لینک ثابت به این Paper:

https://civilica.com/doc/1902744

شناسه ملی سند علمی:

JR_JHSMS-7-0_001

تاریخ نمایه سازی: 16 بهمن 1402

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MAhmoodi Markid, Abbas,1397,Modeling and simulation of genetic algorithm using meta-models,https://civilica.com/doc/1902744

Scientometrics

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Ranking of Sahand University of Technology

Type of center: دانشگاه دولتی

Paper count: 4,964

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