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Shape modification using genetic algorithms
journal contribution
posted on 2015-06-29, 10:46 authored by Keith Case, Ian GrahamIan Graham, Robert WoodThis paper describes research into the use of a genetic algorithm within a computer aided design tool. The genetic algorithm allows the evolution of shape aspects of designs against a
subjective rating carried out by the designer. Shapes considered by the designer to contain pleasing
characteristics are used to generate subsequent generations of different, but related, shapes. A
genetic data structure made up of chromosomes is briefly described along with the methods used to
evolve new generations of objects using reproduction methods involving crossover of chromosomes
and the chance of mutation. Examples are given where the technique is used to generate ‘animal
sculptures’, product concepts and a variety of concepts for seating.
History
School
- Mechanical, Electrical and Manufacturing Engineering
Published in
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTUREVolume
218Issue
7Pages
827 - 832 (6)Citation
CASE, K., GRAHAM, I.J. and WOOD, R.L., 2004. Shape modification using genetic algorithms. Proceedings of the Institution of Mechanical Engineers Part B - Journal of Engineering Manufacture, 218 (7), pp.827-832Publisher
Sage (was Professional Engineering Publishing Ltd) / © IMechEVersion
- VoR (Version of Record)
Publisher statement
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/Publication date
2004Notes
This paper is closed access.ISSN
0954-4054Publisher version
Language
- en