李文立

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:信息管理与信息系统研究所

学科:管理科学与工程

办公地点:管理与经济学部D501

电子邮箱:wlli@dlut.edu.cn

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Automated Negotiation Based on Prioritised Fuzzy Constraint Satisfaction Problem

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论文类型:会议论文

发表时间:2008-10-18

收录刊物:EI、CPCI-S、Scopus

卷号:1

页面范围:205-+

摘要:Automated negotiation is one of the key issues in e-commerce. For the purpose of better expressing Agent's requirement and preference, easier dealing with issues inter-dependence and trade-off, this paper analyze fuzzy constraints' significances to e-commerce negotiation detailedly, then proposed a general automated negotiation model based on Prioritiesed Fuzzy Constraint Satisfaction Problem (PFCSP), including a formal model description and a new offer evaluation method based on fuzzy constraints' satisfaction degree instead of utility theory. After that, solving PFCSP with Genetic Algorithm (GA) and developed a negotiation strategy based on constraint relaxation and GA, in which Agents can make concession by gradually relaxing his own fuzzy constraints, and generate the current best counter offer which decreased Agents' profit at the minimal extent. Finally, a negotiation example was given to describe the negotiation process and to demonstrate the availability of the model and the strategy.