Dissertation > Excellent graduate degree dissertation topics show

Automated Negotiation Research Based on Multi-agent

Author: GongSiYan
Tutor: TangXiaoBo
School: Wuhan University
Course: Management Science and Engineering
Keywords: Agent Multi-Agent System(MAS) Automated Negotiation Bayesian Learning Dynamic Q-learning
CLC: TP18
Type: Master's thesis
Year: 2005
Downloads: 247
Quote: 1
Read: Download Dissertation

Abstract


Along with more and more common online trades, a large number of electronic commerce services are being arisen on Inertnet. Nowadays, there are growing interests on some hotspots in agent-based e-commerce research. Agent-based soft technique has been considered as a useful tool to develop online business because of its autonomy, interactivity and intelligence, which can effectively meet the flexible needs of online trading, However, there are little technical supports of current e-commerce to automatization, especially to automatic decision-making process, such as "automated negotiantion". How to apply agent technique into automated e-negotiation effectively has been a mainsteam in both economics and computer science.Agent-based automated negotiation can be regarded as a decision-making process in dynamic enviroment lack of complete information among competitive and coopertative Agents. Agent proposal must consider personal preferences, negotiation history of offers, information of counterworker and environment and so on. It needs a negotiation system which can adapt to the change of dynamic environment to correspond the behavior among Agents timely. Hence, how to combine machine-learning theories into automated negotiation system has got more attention recently. My paper is just based on the above points mentioned for further expansion in many related fields. It consists of five parts:(1) Presenting the theoreitics tools used in Agent technology and outlining the background and application of Agent technology.(2) Introducing the definitions and related conceptions about Agent and MAS.(3) Introducing the related conceptions about electronic commerce and negotiation, and some advantages of Agent technology applied to e-commerce, as well as the prosess of Agent-based negotiation.(4) Describing a formalized multi-issue negotiation model and the process of Agent-based negotiation in details from three aspects of negotiation protocol, negotiation model and negotiation strategy. Suggesting using expected utility strategy and grouping proposal to prevent counterworkers’ overbid and save jetton.(5) Discussing the necessary of learning, and analyzing the application of Bayesian learning and dynamic Q-learning algorithm to formalized multi-issue negotiation model.(6) Summarizing the content of this paper, and pointing out some shortages and the possible research in the future.

Related Dissertations

  1. The Problems and Countermeasures in Respect to Agent Construction of the Project: Guangzhou Asian Games Venues,G812.2
  2. "Social Agent": between Active and Inactive,D625
  3. Research and Implementation on Service-Oriented Multi-Agent System Cooperation Mechanism,TP393.09
  4. Experimental Study of Wettability of Coal and New Wetting Agent,TD714
  5. Zhang Antai Sue Construction Bank Branch of Baiyin Infringement Case Analysis,D923
  6. Nouns and adjectives, verbs adjectives of Cognitive mechanisms,H146
  7. Research on the Incentive and Restrictive Mechanism for the Project Manager of LY Company Based on the Principal-Agent Theory,F272.92
  8. Research on Agent-based Self-organization Evolution Mechanism of Wireless Sensor Networks,TN929.5
  9. The Improvement Research of Clean Production Technology by ADC Foaming Agent,X703.5
  10. MES platform based on small toy companies Dynamic Management System Design and Implementation,TP311.52
  11. Screening of Cold Resistant Agent for Rice in Hunan Province,S511
  12. Research on Improve Investment and Financing System for Urban Infrastructure in Suzhou,F283
  13. The Impact of Group Corporate Governance on Internal Capital Market Efficiency,F224
  14. Gait Planning and Control Research of Biped Robot with Heterogeneous Legs,TP242
  15. Information Economics Perspective Library Service,G252
  16. Nano LaFeO 3 Controllable Synthesis and TiO 2 bridged construct composite photocatalyst,O643.36
  17. Nodules on soybean growth-promoting agents affect nodulation and nitrogen fixation research,S144.3
  18. Shale ash sintered brick sintering process fixed and sulfur sulfur release pattern of,X701.3
  19. Schiff base Synthesis, Characterization and Antibacterial Properties,O641.4
  20. Without contrast agent -dimensional TOF MR angiography with France multidetector CT angiography in the diagnosis of lower extremity arterial disease comparative study,R816.2
  21. Cultured Bacillus Japanese beetles and freeze-drying protectants recovery of,S482.3

CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Artificial intelligence theory
© 2012 www.DissertationTopic.Net  Mobile