[1]GAO Shan,MA Liang,ZHANG Huizhen.Multi-Agent automated negotiation model for E-commerce based on the artificial bee colony algorithm[J].CAAI Transactions on Intelligent Systems,2015,10(3):476-481.[doi:10.3969/j.issn.1673-4785.201405023]
Copy

Multi-Agent automated negotiation model for E-commerce based on the artificial bee colony algorithm

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 10 Number of periods: 2015 3 Page number: 476-481 Column: 学术论文—人工智能基础 Public date: 2015-06-25
Title:
Multi-Agent automated negotiation model for E-commerce based on the artificial bee colony algorithm
Author(s):
GAO Shan;  MA Liang;  ZHANG Huizhen
School of Management, University of Shanghai for Science and Technology, Shanghai 200093, China
Keywords:
E-commerce; automated negotiation; artificial bee colony algorithm (ABC); multi-Agent; negotiation model
CLC:
TP301.6;C93
DOI:
10.3969/j.issn.1673-4785.201405023
Abstract:
Since the current E-commerce automated negotiation systems (ANS) have some disadvantages such as slow matching and low overall utility in the dynamic Internet environment, a kind of E-commerce automated negotiation model based on the theory of the artificial bee colony algorithm (ABC) is presented. The model integrates the intelligent business negotiation way based on the multi-Agent and multi-attribute automated negotiation mode. To obtain the solution that maximizes the overall interests quickly and accurately, the model puts emphasis on combining the Agent matching of the E-commerce automated negotiation with the process of the ABC algorithm solution. A solution to an e-procurement was illustrated and compared with the other algorithms in efficiency, validating the effectiveness of the model.
References:
[1] FEI Yulian, CHEN Wenjuan. A multi-agent, multi-object and multi-attribute intelligent negotiation model[C]//Fourth International Conference on Fuzzy Systems and Knowledge Discovery. Haikou, China, 2007, 3: 440-446.
[2] 黄京华, 马晖, 赵纯均. 面向电子商务的基本遗传算法的Agent谈判模型[J]. 管理科学学报, 2002, 5(6): 17-23.HUANG Jinghua, MA Jun, ZHAO Chunjun. Multi-agent negotiation model based on genetic algorithm in E-business[J]. Journal of Manegement Sciences in China, 2002, 5(6): 17-23.
[3] ARGONETO P, RENNA P. Production planning, negotiation and coalition integration: A new tool for an innovative e-business model[J]. Robotics and Computer-Integrated Manufacturing, 2010, 26(1): 1-12.
[4] CHHETRI M B, LIN J, GOH S K, et al. A coordinated architecture for the agent-based service level agreement negotiation of web service composition[C]//The Australian Software Engineering Conference. Sydney, Australia, 2006: 90-99.
[5] HUANG C C, LIANG W Y, LAI Y H, et al. The agent-based negotiation process for B2C E-commerce[J]. Expert Systems with Applications, 2010, 37(1): 348-359.
[6] 高珊, 张惠珍, 马良. 元胞人工蜂群算法及其在0-1规划问题中的应用[J]. 数学理论与应用, 2014, 34(1): 83-91.GAO Shan, ZHANG Huizhen, MA Liang. Cellular artificial bee colony algorithm and its application to 0-1 programming problems[J]. Mathematical Theory and Applications, 2014, 34(1): 83-91.
[7] REN Z, ANUMBA C J, UGWU O O. The development of a multi-agent system for construction claims negotiation[J]. Advances in Engineering Software, 2003, 34(11/12): 683-696.
[8] 孙华梅, 李一军, 曹荣增, 等. 基于约束放松的电子商务协同谈判模型[J]. 运筹与管理, 2008, 17(4): 132-137. SUN Huamei, LI Yijun, CAO Rongzeng, et al. Collaborative negotiation model based on relaxative constraints for E-commerce[J]. Operations Research and Management Science, 2008, 17(4): 132-137.
[9] RAHWAN I, KOWALCZYK R, PHAM H H. Intelligent agents for automated one-to-many e-commerce negotiation[J]. Australian Computer Science Communications, 2002, 24(1): 197-204.
[10] BADICA C, GANZHA M, PAPRZYCKI M. Developing a model agent-based e-commerce system[M]//LU Jie, ZHANG Guangquan, RUAN Da. E-service Intelligence. Berlin/Heidelberg: Springer, 2007: 555-578.
[11] 王海, 李一军, 侯新培. 基于Agent的电子商务自动谈判系统研究[J]. 系统工程理论与实践, 2005, 25(11): 14-19. WANG Hai, LI Yijun, HOU Xinpei. E-commerce oriented ANS based on Agent[J]. Systems Engineering—Theory & Practice, 2005, 25(11): 14-19.
[12] 高珊, 张惠珍, 马良. 蜂群算法求解支持模糊QoS约束的电子采购模型[J]. 经济数学, 2014, 31(2): 59-63. GAO Shan, ZHANG Huizhen, MA Liang. Solving E-procurement model based on fuzzy QoS-constraint with bee colony algorithm[J]. Journal of Quantitative Economics, 2014, 31(2): 59-63.
Similar References:

Memo

-

Last Update: 2015-07-15

Copyright © CAAI Transactions on Intelligent Systems