Multiobjective Optimization by a Modified Artificial Immune System Algorithm

Item Type: Proceeding
MIUR type: Proceedings > Proceedings
Title: Multiobjective Optimization by a Modified Artificial Immune System Algorithm
Authors string: F. Freschi; M. Repetto
University authors:
Page Range: pp. 248-261
Journal or Publication Title: LECTURE NOTES IN COMPUTER SCIENCE
Referee type: Not specified type
Publisher: Springer
ISBN: 9783540281757
ISSN: 0302-9743
Volume: 3627
Event Title: 4th International Conference on Artificial Immune Systems, ICARIS 2005
Event Location: Banff, Alta (Canada)
Event Dates: 14-17 August 2005
Abstract: The aim of this work is to propose and validate a new multiobjective optimization algorithm based on the emulation of the immune system behavior. The rationale of this work is that the artificial immune system has, in its elementary structure, the main features required by other multiobjective evolutionary algorithms described in literature. The proposed approach is compared with the NSGA2 algorithm, that is representative of the state-of-the-art in multiobjective optimization. Algorithms are tested versus three standard problems (unconstrained and constrained), and comparisons are carried out using three different metrics. Results show that the proposed approach have performances similar or better than those produced by NSGA2, and it can become a valid alternative to standard algorithms
Date: 2005
Status: Published
Language of publication: English
Uncontrolled Keywords:
Departments (original): DELET - Electrical engineering
Departments: DENERG - Department of Energy
DET - Department of Electronics and Telecommunications
Related URLs:
    Subjects: Area 09 - Ingegneria industriale e dell'informazione > ELETTROTECNICA
    Date Deposited: 12 Nov 2009 15:11
    Last Modified: 28 Oct 2014 07:25
    Id Number (DOI): 10.1007/11536444_19
    Permalink: http://porto.polito.it/id/eprint/2288605
    Linksolver URL: Linksolver link
    Citations:

    This field presents the citations number present on Scopus and Web of Science databases e links to the remote records. Also Google Scholar link is present.

    There may be discrepancies with respect to the data in databases for the following reasons:

    • Differences from fields (title, year,...) in UGOV and those in the databases.
    • PORTO citations are extracted monthly. The db is in real time
    • The WoS citation number reflect the collections subscribed by Politecnico (Science citation index Expanded and Conference Proceedings Citation Index)

    For informations contact scrivia/porto

    +
    -

    Documents

    [img] PDF (2288605) - Postprint
    Document access: Not visible (accessible only to the record owner)
    Licence: Not public - Private access / Restricted.

    Download (905Kb) | Send a request to the author for a copy of the paper

    Actions (login required)

    View Item View Item