DocumentCode
3236207
Title
The Implementation of Parallel Ant Colony Optimization Algorithm Based on MATLAB
Author
Wan Baocheng ; Wang Tiane ; Wang Zenghui
Author_Institution
Inf. Technol. Coll., Jilin Agric. Univ., Changchun, China
fYear
2012
fDate
6-8 Nov. 2012
Firstpage
27
Lastpage
29
Abstract
At first the relationship between the volume of the data transmitted and the transmission time is tested and the analysis of the data shows that there is a significant linear relationship between the two in MATLAB Distributed Computing Engine. Then we give an implementation solution of the parallel ant colony optimization algorithm, and we also carried on the computation of a TSP example which shows a higher speedup and a better performance. All these show that the it is efficient and effective to use MATLAB to develop distributed computing application program.
Keywords
ant colony optimisation; data analysis; mathematics computing; parallel algorithms; MATLAB distributed computing engine; TSP; data analysis; parallel ant colony optimization algorithm; transmission time; Ant colony optimization; Computers; Distributed computing; Educational institutions; Engines; MATLAB; Presses; MATLAB; ant colony optimization; distributed computing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems (GCIS), 2012 Third Global Congress on
Conference_Location
Wuhan
Print_ISBN
978-1-4673-3072-5
Type
conf
DOI
10.1109/GCIS.2012.62
Filename
6449476
Link To Document