Title :
Apply the Ant Feature of Sensation to Calculate the Minimum Value of Function
Author :
Pang, Chao-Yang ; Yang, Qiong ; Zhang, Yan ; Hu, Ben-Qiong
Author_Institution :
Group of Gene Comput., Key Lab. of Visual Comput. & Virtual Reality of Sichuan Province, Chengdu, China
Abstract :
Calculating the minimum (or maximum) value of functions is an important problem in optimization field. Applying the method of ant colony optimization (ACO) to solve the problem is an interesting research topic currently, and the main disadvantage is that solution is local optimal. To evade this disadvantage in some degree, in this paper, the ant feature of sensation is used. Experiment shows that the method presented in this paper generates high quality of solution.
Keywords :
minimisation; problem solving; ACO; ant colony optimization; ant sensation feature; minimum function value; problem solving; Accuracy; Algorithm design and analysis; Ant colony optimization; Optimization; Robustness; Runtime; Signal processing algorithms; ACO; Feature of Ant Sensation; Minimum Value;
Conference_Titel :
Genetic and Evolutionary Computing (ICGEC), 2010 Fourth International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-8891-9
Electronic_ISBN :
978-0-7695-4281-2
DOI :
10.1109/ICGEC.2010.96
