DocumentCode
1880674
Title
The effect of environmental structure on the utility of communication in hive-based swarms
Author
Schermerhorn, Paul ; Scheutz, Matthias
Author_Institution
Dept. of Comput. Sci. & Eng., Notre Dame Univ., USA
fYear
2005
fDate
8-10 June 2005
Firstpage
440
Lastpage
443
Abstract
This paper is an examination of communication in hive-based swarms in the biological setting, focusing on the effect environmental factors have on the utility of communication. Our investigation utilizes a generational survival task to measure the benefit of communication in a biological setting. Swarm members forage for food, consuming energy in the process, and returning to a central "hive" to contribute any surplus. The resources of the hive determine when reproduction is possible, so it is in the best interest of the population to maximize the efficiency of foraging. The measure of performance is the size of the swarm surviving at the end of a simulation run. Each simulation begins with a swarm of fixed size (5 agents), making contributions to the hive (and subsequent procreation) necessary for good performance.
Keywords
artificial intelligence; ecology; biological setting; environmental factors; environmental structure; hive-based swarms; Animal structures; Artificial intelligence; Biological system modeling; Computer science; Environmental factors; Insects; Intelligent robots; Laboratories; Noise level; Size measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Swarm Intelligence Symposium, 2005. SIS 2005. Proceedings 2005 IEEE
Print_ISBN
0-7803-8916-6
Type
conf
DOI
10.1109/SIS.2005.1501661
Filename
1501661
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