Modeling and simulation of genetic algorithm using meta-models
عنوان مقاله: Modeling and simulation of genetic algorithm using meta-models
شناسه ملی مقاله: JR_JHSMS-7-0_001
منتشر شده در در سال 1397
شناسه ملی مقاله: JR_JHSMS-7-0_001
منتشر شده در در سال 1397
مشخصات نویسندگان مقاله:
Abbas MAhmoodi Markid - Faculty of Electrical Engineering, Sahand University of Technology, Sahand, Iran
خلاصه مقاله:
Abbas MAhmoodi Markid - Faculty of Electrical Engineering, Sahand University of Technology, Sahand, Iran
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.
کلمات کلیدی: Modeling and Simulation, genetic algorithm, EMF-DEVS, validation, Meta Modeling
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/1902744/