Search:
Computing and Library Services - delivering an inspiring information environment

Generic evolutionary design

Bentley, Peter J. and Wakefield, Jonathan P. (1998) Generic evolutionary design. In: Soft Computing in Engineering Design and Manufacturing. Springer-Verlag, pp. 289-298. ISBN 3-540-76214-0

[img]
Preview
PDF
Download (1299kB) | Preview

    Abstract

    Generic evolutionary design means the creation of a range of different designs by evolution. This paper introduces generic evolutionary design by a computer, describing a system capable of the evolution of a wide range of solid object designs from scratch, using a genetic algorithm.
    The paper reviews relevant literature, and outlines a number of advances necessitated by the development of the system, including: a new generic representation of solid objects, a new multiobjective fitness ranking method, and variable-length chromosomes. A library of modular evaluation software is also described, which allows a user to define new design problems quickly and easily by picking combinations of modules to guide the evolution of designs.
    Finally, the feasibility of generic evolutionary design by a computer is demonstrated by presenting the successful evolution of both conventional and unconventional designs for a range of different solid-object design tasks, e.g. tables, heatsinks, prisms, boat hulls, aerodynamic cars.

    Item Type: Book Chapter
    Additional Information: Judged Best Overall Paper in the 2nd On-line World Conference on Soft Computing in Engineering Design and Manufacturing (WSC2), 23-27 June 1997. The original publication is available at www.springerlink.com
    Subjects: T Technology > T Technology (General)
    Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    T Technology > TA Engineering (General). Civil engineering (General)
    Schools: School of Computing and Engineering
    School of Computing and Engineering > Pedagogical Research Group
    School of Computing and Engineering > Music Technology and Production Research Group
    Related URLs:
    Depositing User: Jonathan Wakefield
    Date Deposited: 12 May 2009 16:14
    Last Modified: 16 Dec 2010 10:23
    URI: http://eprints.hud.ac.uk/id/eprint/4053

    Document Downloads

    Downloader Countries

    More statistics for this item...

    Item control for Repository Staff only:

    View Item

    University of Huddersfield, Queensgate, Huddersfield, HD1 3DH Copyright and Disclaimer All rights reserved ©