Two-dimentional Encoding Schema and Genetic Operators
- 10.2991/jcis.2006.143How to use a DOI?
- genetic algorithm, chromosome, two-dimensional representation, crossover, mutation, repair.
In this paper, we propose a new genetic algorithm based on the two-dimensional encoding method. Appropriate two-dimensional crossover and mutation operations are designed based on the two-dimensional representation to generate the next generations. A two-dimensional repairing mechanism is also proposed to adjust infeasible chromosomes into feasible ones. Experiments are finally made to show the effectiveness of the proposed genetic algorithm.
- © 2006, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Tzung-Pei Hong AU - Ming-Wen Tsai AU - Tung-Kuan Liu PY - 2006/10 DA - 2006/10 TI - Two-dimentional Encoding Schema and Genetic Operators BT - Proceedings of the 9th Joint International Conference on Information Sciences (JCIS-06) PB - Atlantis Press SN - 1951-6851 UR - https://doi.org/10.2991/jcis.2006.143 DO - 10.2991/jcis.2006.143 ID - Hong2006/10 ER -