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https://bibliotecas.ucasal.edu.ar/opac_css/index.php?lvl=cmspage&pageid=24&id_notice=61343 https://bibliotecas.ucasal.edu.ar/ark:/49597/ntxtcdfjbm https://n2t.net/ark:/49597/ntxtcdfjbm 61343 20170516u u u0frey0103 ba spa An Intelligent Approach to Support Software Architecture Decision-making in the Context of Software Architecture Evaluation Universidad Católica de Salta. Facultad de Ingeniería (Salta) 2016-12-30 info:ar-repo/semantics/documento de conferencia info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/submittedVersion application/pdf 1001514 Salta (province) Software Engineering needs novel tools to pursue further the goals of achieving software quality, facing the changing role of software. In this context, Software Architecture plays a key role because it directly affects the final quality. Software Architecture Evaluation validates if the architecture achieves the quality requirements, and triggers a set of design decisions. The decision-making is a very complex process driven by several human factors. It is argued that Artificial Intelligence-based practices can assist this process. In this work, an Artificial Intelligence-based approach for assisting architects in the design decision-making process driven by quality attributes is proposed. This first version combines quality-attribute models and an intelligent agent to support software architecture evaluation. It applies Reinforcement Learning tools to obtain a sequential architectural pattern application policy by simulation. A case study and a set of experiments illustrate the proposal with patterns commonly used in software industry. Fil: Leone, Horacio. Universidad Tecnológica Nacional. Facultad Regional Santa Fe; Argentina. Fil: Gonnet, Silvio. Universidad Tecnológica Nacional. Facultad Regional Santa Fe; Argentina. Fil: Villarreal Guzmán, Eva. Universidad Tecnológica Nacional. Facultad Regional Villa María; Argentina. Fil: Bogado, Verónica. Universidad Tecnológica Nacional. Facultad Regional Villa María; Argentina. Bogado, Verónica Villarreal Guzmán, Eva Gonnet, Silvio Leone, Horacio Congreso Nacional de Ingeniería en Informática / Sistemas de información (4° : 2016 nov. 17-18 : Salta) Diseño de sistemas Informática Software info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Atribución/Reconocimiento-NoComercial-CompartirIgual 4.0 Internacional (CC BY-NC-SA 4.0) Researchers Students