MyDSL: Front-End Compiler Design for a User-Friendly Language Supporting Hybrid Meta-Heuristics
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| Publicado en: | TEM Journal vol. 14, no. 3 (Aug 2025), p. 2036-2050 |
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| Autor principal: | |
| Publicado: |
UIKTEN - Association for Information Communication Technology Education and Science
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| Materias: | |
| Acceso en línea: | Citation/Abstract Full Text - PDF |
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| Resumen: | The effectiveness of metaheuristic (MH) algorithms in addressing problems in a variety of domains has been shown in numerous studies. There are several technical obstacles to the creation and implementation of hybrid algorithms, such as a high learning curve, the need for programming knowledge, and a lack of user-friendly platforms. In this research, a texture language front-end compiler specifically designed for the MHs domain was proposed. The proposed language, called MyDSL, was developed using Java and the Xtext platform. It offers a flexible, user-friendly approach to creating hybrid algorithms with interactive fine-tuning capabilities and high-level abstraction instructions to assist both inexperienced and seasoned programmers in achieving learning and sustainable development goals, in addition to providing functions like syntax highlighting, auto-completion, and error checking. The paper provided a detailed description of the five subjective analysis-based criteria that were used to analyze and appraise the proposed language. |
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| ISSN: | 2217-8309 2217-8333 |
| DOI: | 10.18421/TEM143-11 |
| Fuente: | Advanced Technologies & Aerospace Database |