DocumentCode
972519
Title
Ant Colony Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform
Author
Muñoz, Mario A. ; López, Jesús A. ; Caicedo, Eduardo F.
Volume
5
Issue
2
fYear
2007
fDate
5/1/2007 12:00:00 AM
Firstpage
81
Lastpage
86
Abstract
In this work, an algorithm based on the Ant System was used for the dynamical resource allocation in a multiple input/output experimentation platform. This platform, which mimics a temperature grid plant, is composed of multiple sensors and actuators organized in zones. The use of ants in this application allows the search the best actuator in each sample time. This allowed us to obtain a uniform temperature over the platform. Good behavior of the implemented algorithm in the experimentation platform was observed.
Keywords
Ant colony optimization; Concurrent computing; Cooperative systems; Intelligent control; Resource management; Temperature control; Traveling salesman problems; Cooperative systems; Intelligent control; Optimization methods; Resource management;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2007.4381347
Filename
4381347
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