Title :
Optimum design of network structures based on hybrid intelligence of ant colonies
Author :
Huang, Fengli ; Zhang, Wei ; Xu, Jinhong ; Lou, Yongjian
Author_Institution :
Tongji Univ., Shanghai
Abstract :
The problem of minimum cost is studied aiming to the network structures. Firstly, the chance constrained model of optimum network structures is given. Then the solution strategy of ant colonies algorithm with random simulated and mutation operator is studied, and the detailed steps of hybrid intelligence is given. At last, an instance is given, optimum network structures of minimum cost which have 10 terminal nodes are solved by hybrid intelligence of ant colonies algorithm, and the result of calculation is analyzed.
Keywords :
artificial intelligence; optimisation; ant colonies hybrid intelligence; mutation operator; network structures optimum design; Algorithm design and analysis; Cost function; Design automation; Electronic mail; Genetic mutations; Intelligent control; Intelligent networks; Intelligent structures; ant colonies algorithm; hybrid intelligence; network structures; optimum design;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593522
