Vidal's libraryTitle: | Effects of introducing survival behaviours into automated negotiators specified in an environmental and behavioural framework |
Author: | Peter Henderson, Stephen Crouch, Robert John Walters, and Qinglai Ni |
Journal: | The Journal of Systems and Software |
Volume: | 76 |
Pages: | 65--76 |
Year: | 2005 |
DOI: | 10.1016/j.jss.2004.06.024 |
Abstract: | With the rise of distributed e-commerce in recent years, demand for automated negotiation has increased. In turn, this has engendered a demand for ever more complex algorithms to conduct these negotiations. As the complexity of these algorithms increases, our ability to reason about and predict their behaviour in an ever larger and more diverse negotiation environment decreases. In addition, with the proliferation of internet-based negotiation, any algorithm also has to contend with potential reliability issues in the underlying message-passing infrastructure. These factors can create problems for building these algorithms, which need to incorporate methods for survival as well as negotiation. This paper proposes a simple yet effective framework for integrating survivability into negotiators, so they are better able to withstand imperfections in their environment. An overview of this framework is given, with two examples of how negotiation behaviour can be specified within this framework. Results of an experiment which is based on these negotiation algorithms are provided. These results show how the stability of a negotiation community is affected by incorporating an example survival behaviour into negotiators operating in an environment developed to support this framework. |
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@Article{henderson05a,
author = {Peter Henderson and Stephen Crouch and Robert John
Walters and Qinglai Ni},
title = {Effects of introducing survival behaviours into
automated negotiators specified in an environmental
and behavioural framework},
journal = {The Journal of Systems and Software},
year = 2005,
volume = 76,
pages = {65--76},
abstract = {With the rise of distributed e-commerce in recent
years, demand for automated negotiation has
increased. In turn, this has engendered a demand for
ever more complex algorithms to conduct these
negotiations. As the complexity of these algorithms
increases, our ability to reason about and predict
their behaviour in an ever larger and more diverse
negotiation environment decreases. In addition, with
the proliferation of internet-based negotiation, any
algorithm also has to contend with potential
reliability issues in the underlying message-passing
infrastructure. These factors can create problems
for building these algorithms, which need to
incorporate methods for survival as well as
negotiation. This paper proposes a simple yet
effective framework for integrating survivability
into negotiators, so they are better able to
withstand imperfections in their environment. An
overview of this framework is given, with two
examples of how negotiation behaviour can be
specified within this framework. Results of an
experiment which is based on these negotiation
algorithms are provided. These results show how the
stability of a negotiation community is affected by
incorporating an example survival behaviour into
negotiators operating in an environment developed to
support this framework.},
keywords = {multiagent negotiation},
url = {http://jmvidal.cse.sc.edu/library/henderson05a.pdf},
doi = {10.1016/j.jss.2004.06.024},
cluster = {7073177954438476540}
}
Last modified: Wed Mar 9 10:16:28 EST 2011