Applying Fuzzy Logic Techniques in Object-Oriented Software Development

Francesco Marcelloni, Mehmet Aksit

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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    Abstract

    In the last several years, a considerable number of object-oriented methods have been introduced to create robust, reusable and adaptable software systems [1], [2], [3], [4]. Object-oriented methods define a considerable number of rules which are generally expressed by using two-valued logic. For instance, an entity in a requirement specification is either accepted or rejected as a class. We consider two major problems in the way how rules are defined and applied in current object-oriented methods. The first problem, termed quantization problem, is a natural result of the incapacity of two-valued logic to express the approximate and inexact nature of a typical software development process. The second problem, termed contextual bias problem, arises because most of methods are not able to model the effects of the context on the validity of the method. To reduce these problems, we propose a new fuzzy logic-based object-oriented software development technique. This technique is not specific to a particular object-oriented method, but can be used to evaluate and enhance current methods. In addition, the application of fuzzy logic-based reasoning opens new perspectives to software development, such as fuzzy artifacts and accumulative software life-cycle.
    Original languageEnglish
    Title of host publicationObject-Oriented Technology
    Subtitle of host publicationECOOP’97 Workshop Reader ECOOP’97 Workshops Jyväskylä, Finland, June 9–13, 1997. Proceedings
    EditorsJan Bosch, Stuart Mitchell
    Place of PublicationBerlin, Heidelberg
    PublisherSpringer
    Pages295-298
    ISBN (Print)3-540-64039-8
    DOIs
    Publication statusPublished - 27 Jan 1997
    Event11th European Conference on Object-Oriented Programming, ECOOP 1997 - Jyväskylä, Finland
    Duration: 9 Jun 199713 Jun 1997
    Conference number: 11

    Publication series

    NameLecture Notes in Computer Science
    PublisherSpringer
    Volume1357
    ISSN (Print)0302-9743

    Conference

    Conference11th European Conference on Object-Oriented Programming, ECOOP 1997
    Abbreviated titleECOOP
    CountryFinland
    CityJyväskylä
    Period9/06/9713/06/97

    Keywords

    • IR-18739
    • METIS-119261

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