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Erschienen in:
Simulating and Modeling Dual Market Segmentation Using Framework Kapitel lesen Erstes Kapitel lesen

2017 | OriginalPaper | Buchkapitel

13. Preliminary Estimating Method of Opponent’s Preferences Using Simple Weighted Functions for Multi-lateral Closed Multi-issue Negotiations

verfasst von : Shinji Kakimoto, Katsuhide Fujita

Erschienen in: Multi-agent and Complex Systems

Verlag: Springer Singapore

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Abstract

Multi-lateral multi-issue closed negotiation is an important class of real-life negotiations. Negotiation problems usually have constraints, such as an unknown opponent’s utility in real time or time discounting. Recently, the attention in this field has shifted from bilateral to multi-lateral approaches. In multi-lateral negotiations, agents need to simultaneously estimate the utility functions of more than two agents. In this chapter, we propose an estimating method that uses simple weighted functions by counting the opponent’s evaluation value for each issue. For multi-lateral negotiations, our agent considers some utility functions as the ‘single’ utility function by weighted-summing them. We experimentally compared the individual utility and the social welfare among some simple weighted functions. In addition, we compared the negotiation efficiency of our proposed agent with ten state-of-the-art negotiation agents that reached the final round of ANAC-2015.

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Vorheriges Kapitel Agent-Based Computation of Decomposition Games with Application in Software Requirements Decomposition
Nächstes Kapitel Collective Learning and Information Diffusion for Efficient Emergence of Social Norms
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Metadaten
Titel
Preliminary Estimating Method of Opponent’s Preferences Using Simple Weighted Functions for Multi-lateral Closed Multi-issue Negotiations
verfasst von
Shinji Kakimoto
Katsuhide Fujita
Copyright-Jahr
2017
Verlag
Springer Singapore
Buch
Multi-agent and Complex Systems

Print ISBN: 978-981-10-2563-1

Electronic ISBN: 978-981-10-2564-8

Copyright-Jahr: 2017

DOI
https://doi.org/10.1007/978-981-10-2564-8_13