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MyDSL: Front-End Compiler Design for a User-Friendly Language Supporting Hybrid Meta-Heuristics.

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Název: MyDSL: Front-End Compiler Design for a User-Friendly Language Supporting Hybrid Meta-Heuristics.
Autoři: Qassir, Samar Amil1 samarqassir@uomustansiriyah.edu.iq
Zdroj: TEM Journal. Aug2025, Vol. 14 Issue 3, p2036-2049. 14p.
Témata: Metaheuristic algorithms, Domain-specific programming languages, Software frameworks, Java programming language, Compilers (Computer programs), Programming languages
Abstrakt: 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, userfriendly 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. [ABSTRACT FROM AUTHOR]
Databáze: Supplemental Index
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Abstrakt: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, userfriendly 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. [ABSTRACT FROM AUTHOR]
ISSN:22178309
DOI:10.18421/TEM143-11