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18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06)
Knowledge Integration On-The-Fly in Swarm Intelligent Systems
Arlington, Virginia
November 13-November 15
ISBN: 0-7695-2728-0
ASCII Text
x 
 
Robert G. Reynolds, Bin Peng, "Knowledge Integration On-The-Fly in Swarm Intelligent Systems," Tools with Artificial Intelligence, IEEE International Conference on, pp. 197-210, 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06), 2006.
 
 
BibTex
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@article{ 10.1109/ICTAI.2006.72,
author = {Robert G. Reynolds and Bin Peng},
title = {Knowledge Integration On-The-Fly in Swarm Intelligent Systems},
journal ={Tools with Artificial Intelligence, IEEE International Conference on},
volume = {0},
year = {2006},
issn = {1082-3409},
pages = {197-210},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2006.72},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Tools with Artificial Intelligence, IEEE International Conference on
TI - Knowledge Integration On-The-Fly in Swarm Intelligent Systems
SN - 1082-3409
SP197
EP210
A1 - Robert G. Reynolds,
A1 - Bin Peng,
PY - 2006
KW - null
VL - 0
JA - Tools with Artificial Intelligence, IEEE International Conference on
ER -
 
Robert G. Reynolds, Wayne State University, USA
Bin Peng, Southwestern College, USA
Cultural Algorithms employ a basic set of knowledge sources, each related to knowledge observed in various social species. These knowledge sources are then combined to direct the decisions of the individual agents in solving optimization problems. Here we develop an algorithm based upon an analogy to the marginal value theorem in foraging theory to guide the integration of these different knowledge sources to direct the agent population. Application to real-valued function optimization and an optimization problem in engineering design are used to illustrate the principles.
Citation:
Robert G. Reynolds, Bin Peng, "Knowledge Integration On-The-Fly in Swarm Intelligent Systems," ictai, pp.197-210, 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06), 2006
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