loading...
Knowledge Integration On-The-Fly in Swarm Intelligent Systems
Arlington, Virginia November 13-November 15
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICTAI.2006.7218th IEEE International Conference on ...
 This Article 
 
Buy PURCHASE ARTICLE: $19
PDF
HTML
Buy IEEE Xplore Subscribers
 
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
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
x
 
@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
Usage of this product signifies your acceptance of the Terms of Use.