DocumentCode :
1231427
Title :
Foraging theory for multizone temperature control
Author :
Quijano, Nicanor ; Passino, Kevin M. ; Andrews, Burton W.
Author_Institution :
Ohio State Univ., Columbus, OH
Volume :
1
Issue :
4
fYear :
2006
Firstpage :
18
Lastpage :
27
Abstract :
Models from behavioral ecology, specifically foraging theory, are used to describe the decisions an animal forager must make in order to maximize its rate of energy gain and thereby improve its survival probability. Using a bioinspired methodology, we view an animal as a software agent, the foraging landscape as a spatial layout of temperature zones, and nutrients as errors between the desired and actual temperatures in the zones. Then, using foraging theory, we define a decision strategy for the agent that has an objective of reducing the temperature errors in order to track a desired temperature. We describe an implementation of a multizone temperature experiment, and show that the use of multiple agents defines a distributed controller that can equilibrate the temperatures in the zones in spite of interzone, ambient, and network effects. We discuss relations to ideas from theoretical ecology, and identify a number of promising research directions. It is our hope that the results of this paper will motivate other research on bioinspired methods based on behavioral ecology
Keywords :
decision theory; distributed control; ecology; intelligent control; multi-agent systems; software agents; temperature control; zoology; animal forager; behavioral ecology; bioinspired methodology; decision strategy; distributed controller; foraging landscape; foraging theory; intelligent control; multiple agents; multizone temperature control; software agent; Animals; Biological system modeling; Control systems; Distributed control; Environmental factors; Error correction; Resource management; Semiconductor process modeling; Temperature control; Temperature sensors;
fLanguage :
English
Journal_Title :
Computational Intelligence Magazine, IEEE
Publisher :
ieee
ISSN :
1556-603X
Type :
jour
DOI :
10.1109/MCI.2006.329704
Filename :
4129845
Link To Document :
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