• Sorted by Date • Classified by Publication Type • Classified by Research Category •
Alexander Babanov, Wolfgang Ketter, and Maria Gini. An Evolutionary Framework for Large-scale Experimentation in Multi-agent Systems. In T. Wagner, editors, MAS Problem Spaces and Their Implications to Achieving Globally Coherent Behavior, Kluwer, 2004.
[PDF]258.3kB [gzipped postscript]141.7kB [postscript]436.3kB
We discuss a construction of an evolutionary framework for conducting large-scale experiments in multi-agent systems for applications in electronic marketplaces. We describe how the evolutionary framework could be used as a platform for systematic testing of agent strategies and illustrate the idea with results from a simple supply-demand model. We further explain how to integrate the proposed framework in an existing multi-agent system and demonstrate our approach in the context of MAGNET, a multi-agent system where agents bid over complex combinations of tasks with time and precedence constraints.
@InCollection{Bab02ev,
author = "Alexander Babanov and Wolfgang Ketter and Maria Gini",
title = "An Evolutionary Framework for Large-scale Experimentation in
Multi-agent Systems",
editor = "T. Wagner",
booktitle = "MAS Problem Spaces and Their Implications to Achieving
Globally Coherent Behavior",
abstract = "We discuss a construction of an evolutionary framework
for conducting large-scale experiments in multi-agent systems for
applications in electronic marketplaces. We describe how the
evolutionary framework could be used as a platform for systematic
testing of agent strategies and illustrate the idea with results
from a simple supply-demand model. We further explain how to
integrate the proposed framework in an existing multi-agent system
and demonstrate our approach in the context of MAGNET, a multi-agent
system where agents bid over complex combinations of tasks with time
and precedence constraints.",
publisher = "Kluwer",
year = 2004,
bib2html_pubtype = {Book Chapter},
bib2html_rescat = {Trading Agents: Evolutionary Markets},
}
Generated by bib2html.pl (written by Patrick Riley ) on Tue Jun 24, 2008 02:42:47