複数論点交渉問題におけるセキュアでスケーラブルな交渉プロトコルの提案

概要

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Multi-issue negotiation protocols represent a promising field since most negotiation problems in the real world involve multiple issues. Our work focuses on negotiation with multiple interdependent issues in which agent utility functions are nonlinear. Existing works have not yet concerned with agents private information that should be concealed from others in negotiations. In this paper, we propose Distributed Mediator Protocol and Take it or Leave it Protocol for negotiation that can reach agreements and completely conceal agents private information. Moreover, we propose Hybrid Secure Protocol that combines Distributed Mediator Protocol with Take it or Leave it Protocol. The Hybrid Secure Protocol can also reach agreements while completely concealing agents private information. Furthermore, the Hybrid Secure Protocol achieves high optimality and uses less communication cost. We demonstrate that Hybrid Secure Protocol can improve communication cost more than DMP with high optimality.