A Restricted Genetic Algorithm based on Ascending of Tangent Planes
Jinhua Zheng 0, Yan Peng
0The college of information engineering, Xiangtan University.
Available Online October 2006.
- https://doi.org/10.2991/jcis.2006.186How to use a DOI?
- restricted genetic algorithm,tangent planes,optimization of multimodal function
- Classical Genetic Algorithms(CGAs)accomplish the global search by selection,crossover and mutation. It has many shortages. Here we proposed a restricted genetic algorithm based on ascending of tangent plane(RGAATP). Our algorithm is simple and effective, which approaches the global solution step by step. It is proved that the algorithm is global convergent, and it can solve the optimization of multimodal function easily and effectively. The experimental results show that its performance is more stable and efficient than aSGA.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Jinhua Zheng AU - Yan Peng PY - 2006/10 DA - 2006/10 TI - A Restricted Genetic Algorithm based on Ascending of Tangent Planes PB - Atlantis Press SP - 549 EP - 552 SN - 1951-6851 UR - https://doi.org/10.2991/jcis.2006.186 DO - https://doi.org/10.2991/jcis.2006.186 ID - Zheng2006/10 ER -