Research Article | OPEN ACCESS
Event Space-Correlation Analysis Algorithm Based on Ant Colony Optimization
1, 2Mingsheng Hu, 1Zhijuan Jia, 1Si Liu and 2Liu Hong
1Institute of Software, Zhengzhou Normal University, Zhengzhou, 450044, China
2Institute of Systems Engineering, Huazhong University of Science and Technology,
Wuhan, 430074, China
Research Journal of Applied Sciences, Engineering and Technology 2013 8:2499-2503
Received: July 27, 2012 | Accepted: September 03, 2012 | Published: March 15, 2013
Abstract
Historical disaster events are taken as a case for space-correlation analysis, three-dimensional disasters space-time network are modeled and chain relationship of disaster nodes are mined by looking for similar space vector in network. Then transformed the vector discover problem into a path optimization problem and solved by using ant colony algorithm, where the pheromone parameter in the process of optimal-path finding is concerned as the algorithm result, in order to solve the problem of path competition which existed when only to solve the optimal path. Experimental results of MATLAB show that this method has high accuracy and practicality.
Keywords:
Ant colony algorithm, disaster chain, path optimization, pheromone, space correlation,
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
|
|
 |
ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
 |
| Information |
|
|
|
|
| Sales & Services |
|
|
|
|
