Agent bidding strategy of multiple round English Auction based on genetic network programming
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- @InProceedings{Yue:2009:ICCAS-SICE,
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author = "Chuan Yue and Shingo Mabu and Yan Chen and Yu Wang and
Kotaro Hirasawa",
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title = "Agent bidding strategy of multiple round English
Auction based on genetic network programming",
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booktitle = "ICCAS-SICE, 2009",
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year = "2009",
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month = "18-21 " # aug,
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address = "Fukuoka",
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pages = "3857--3862",
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publisher = "IEEE",
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isbn13 = "978-4-9077-6433-3",
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URL = "http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=05332928",
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abstract = "The auction mechanism is widely used in Web-based
sites and originally designed for human beings, but it
might not be the most efficient one in the future,
while, there is a demand of evolutionary computation
auction agents adaptable to the dynamic auction
environments. In this paper, we have applied genetic
network programming (GNP) to auction agents to
determine a bid at each time step and developed
multiple round English auction mechanisms based on
multi-agent systems. In the simulations, we provide
comparisons of the proposed method with existing ones.
As a result, it has been found that the proposed method
could help agents to evolve their strategies generation
by generation to get more goods with less money. Also,
GNP has a good performance of helping the agent to find
out the suitable strategy under the current
situation.",
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keywords = "genetic algorithms, genetic programming, genetic
network programming, Web-based site, agent bidding
strategy, dynamic auction environment, electronic
auction, evolutionary computation auction agent,
multiagent system, multiple round English auction, Web
sites, electronic commerce, multi-agent systems",
-
notes = "Also known as \cite{5332928}",
- }
Genetic Programming entries for
Chuan Yue
Shingo Mabu
Yan Chen
Yu Wang
Kotaro Hirasawa
Citations