• DocumentCode
    188716
  • Title

    A Framework to Support the Selection of Software Technologies by Search-Based Strategy

  • Author

    Da Silva Grande, Aurelio ; De Freitas Rodrigues, Rosiane ; Dias-Neto, Arilo Claudio

  • Author_Institution
    Inst. of Comput. Manaus, Fed. Univ. of Amazonas, Manaus, Brazil
  • fYear
    2014
  • fDate
    10-12 Nov. 2014
  • Firstpage
    979
  • Lastpage
    983
  • Abstract
    This paper presents a framework to instantiate software technologies selection approaches by using search techniques. The software technologies selection problem (STSP) is modeled as a Combinatorial Optimization problem aiming attending different real scenarios in Software Engineering. The proposed framework works as a top-level layer over generic optimization frameworks that implement a high number of metaheuristics proposed in the technical literature, such as JMetal and OPT4J. It aims supporting software engineers that are not able to use optimization frameworks during a software project due to short deadlines and limited resources or skills. The framework was evaluated in a case study of a complex real-world software engineering scenario. This scenario was modeled as the STSP and some experiments were executed with different metaheuristics using the proposed framework. The results indicate its feasibility as support to the selection of software technologies.
  • Keywords
    optimisation; query formulation; software engineering; software selection; JMetal; OPT4J; STSP; combinatorial optimization problem; generic optimization; metaheuristics; real-world software engineering; search-based strategy; software project; software technology selection problem; Educational institutions; Embedded systems; Optimization; Search problems; Software algorithms; Software engineering; Recommendation System; Search Based Software Engineering; Software Technology Selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence (ICTAI), 2014 IEEE 26th International Conference on
  • Conference_Location
    Limassol
  • ISSN
    1082-3409
  • Type

    conf

  • DOI
    10.1109/ICTAI.2014.148
  • Filename
    6984584