Deakin University
Browse
Liu-Evolutionarymultiobjectiveoptimization-2006.pdf (3.42 MB)

Evolutionary multiobjective optimization in engineering management: an empirical application in infrastructure systems

Download (3.42 MB)
conference contribution
posted on 2006-01-01, 00:00 authored by Chunlu LiuChunlu Liu, L Yang, Y Xu
Generally multiple objectives exist in transportation infrastructure management, such as minimum cost and maximum service capacity. Although solution methoak of multiobjective optimization problems have undergone continual development over the part several decades, the methods available to date are not particularly robust, and none of them perform well on the broad classes. Because genetic algorithms work with apopulation ofpoints, they can capture a number of solutions simultaneously, and easily incorporate the concept of a Pareto optimal set in their optimization process. In this paper, a genetic algorithm is modified to deal with an empirical application for the rehabilitation planning of bridge decks, at a network level, by minimizing the rehabilitation cost and deterioration degree simultaneously.

History

Event

International Conference on Intelligent Systems Design and Applications (6th : 2006 : Jinan, Shandong Sheng, China)

Pagination

1006 - 1011

Publisher

IEEE Computer Society

Location

Jinan, China

Place of publication

Los Alamitos, CA

Start date

2006-10-16

End date

2006-10-18

ISBN-13

9780769525280

ISBN-10

0769525288

Language

eng

Notes

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Publication classification

E1 Full written paper - refereed

Copyright notice

2006, IEEE Computer Society

Editor/Contributor(s)

Y Chen, A Abraham

Title of proceedings

Engineering Management: An Empirical Application in Infrastructure Systems

Usage metrics

    Research Publications

    Categories

    No categories selected

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC