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A hybrid algorithm for coalition structure generation

A hybrid algorithm for coalition structure generation
A hybrid algorithm for coalition structure generation
The current state-of-the-art algorithm for optimal coalition structure generation is IDP-IP—an algorithm that combines IDP (a dynamic programming algorithm due to Rahwan and Jennings, 2008b) with IP (a tree-search algorithm due to Rahwan et al., 2009). In this paper we analyse IDP-IP, highlight its limitations, and then develop a new approach for combining IDP with IP that overcomes these limitations.
1443-1449
Rahwan, Talal
476029f3-5484-4747-9f44-f63f3687083c
Michalak, Tomasz
e24bfee3-bd75-4cca-8220-6f3c2f39dc38
Jennings, Nicholas R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
Rahwan, Talal
476029f3-5484-4747-9f44-f63f3687083c
Michalak, Tomasz
e24bfee3-bd75-4cca-8220-6f3c2f39dc38
Jennings, Nicholas R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30

Rahwan, Talal, Michalak, Tomasz and Jennings, Nicholas R. (2012) A hybrid algorithm for coalition structure generation. 26th Conference on Artificial Intelligence (AAAI-12), Toronto, Canada. 22 - 26 Jul 2012. pp. 1443-1449 .

Record type: Conference or Workshop Item (Paper)

Abstract

The current state-of-the-art algorithm for optimal coalition structure generation is IDP-IP—an algorithm that combines IDP (a dynamic programming algorithm due to Rahwan and Jennings, 2008b) with IP (a tree-search algorithm due to Rahwan et al., 2009). In this paper we analyse IDP-IP, highlight its limitations, and then develop a new approach for combining IDP with IP that overcomes these limitations.

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More information

Submitted date: 22 July 2012
Published date: 2012
Venue - Dates: 26th Conference on Artificial Intelligence (AAAI-12), Toronto, Canada, 2012-07-22 - 2012-07-26
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Organisations: Electronics & Computer Science
Learn more about Electronics & Computer Science research

Identifiers

Local EPrints ID: 337164
URI: http://eprints.soton.ac.uk/id/eprint/337164
PURE UUID: ff93249d-934b-4a6d-a8cc-c3ff5684abce

Catalogue record

Date deposited: 18 Apr 2012 13:34
Last modified: 14 Mar 2024 10:50

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Contributors

Author: Talal Rahwan
Author: Tomasz Michalak
Author: Nicholas R. Jennings

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