Immune Genetic Algorithm for the Fixed Charge Transportation Problem
- 10.2991/iske.2007.80How to use a DOI?
- Immune Genetic Algorithm for the Fixed Charge
An immune genetic algorithm (IGA) for the fixed charge transportation problem is developed based on the immune theory in biology, which constructs an immune operator accomplished by two steps, a vaccination and an immune selection. The methods for selecting vaccines and constructing an immune operator are also proposed. The computational results demonstrate that IGA can not only restrain the degenerate phenomenon but improve the search capability compared to genetic algorithms with matrix code and edge-set code greatly with large instances.
- © 2007, 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 - Xiaoke Ma PY - 2007/10 DA - 2007/10 TI - Immune Genetic Algorithm for the Fixed Charge Transportation Problem BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 474 EP - 479 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.80 DO - 10.2991/iske.2007.80 ID - Ma2007/10 ER -