Responsive image
博碩士論文 etd-0806102-123834 詳細資訊
Title page for etd-0806102-123834
論文名稱
Title
利用多重代理人的模擬與分析信任機制對共應戀效能的影響
The Effects of Trust Mechanisms on Supply Chain Performance Using Multi-agent Simulation and Analysis
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
58
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2002-07-30
繳交日期
Date of Submission
2002-08-06
關鍵字
Keywords
供應鏈、模擬、網路致能組織、信任機制
simulation, supply chain, trust mechanism, network enabled organizations
統計
Statistics
本論文已被瀏覽 5671 次,被下載 4562
The thesis/dissertation has been browsed 5671 times, has been downloaded 4562 times.
中文摘要
本研究在設計一個信任機制以提供網路致能組織(network enabled organizations) 評估與選擇潛在的供應商。期望透過此信任機制能夠有效的提高整體供應鏈的效能。
因此本研究參考文獻所提出對信任的定義與前因後果,設計一信任機制。以模具產業供應鏈為例,透過Swarm 模擬平台的幫助來評估在不同的供應商選擇策略下,整體供應鏈效能是否改變。此兩種選擇策略分別為:1.以價格及交期為決定因素,2.除了價格與交期等決定因素外,再參考本研究所提之信任機制來決定供應商。本研究設計三個實驗以分析不同的模擬設定下,兩個選擇策略的供應鏈效能。實驗一設定四種不同的訂單需求變動環境,實驗二設定三種不同的信任傾向,實驗三設定三種不同的信任前導因素權重。
根據研究結果顯示,在訂單需求環境變化大的時候,透過信任機制來選擇供應商可以顯著的降低平均訂單週期率及顯著提升訂單滿足率。信任傾向越高,供應鏈效能越好。而信任前導因子的權重對供應鏈效能的影響則不顯著。


Abstract
In this study, we seek to contribute to theoretical understanding of the effect of trust on supply chain performance under different market environments. We are aiming to design the trust mechanisms suitable for network enabled organizations (Straub and Watson, 2002) to evaluate partners’ trustworthiness on the fly of supplier choice. The sophistication of agent technologies in the future also can execute such supply chain negotiation based on the developed trust mechanisms. Before that, in this research, we use the multi-agent simulation system, Swarm, for simulating and analyzing the supply chain performance in four different market environments. Supply chain performance is evaluated using an example order fulfillment process of the mold industry to compare its performance with versus without trust mechanisms. Sensitivity analysis is used for examining the properties of the proposed trust mechanisms.
We found that the trust mechanism will reduce the average cycle time rate and raise the in-time order fulfillment rate, but increase the unit cost of materials. Higher of trustor's propensity to trust results in higher in-time order fulfillment rate. This mechanism is better than just using quote price and due date, but it raises the unit cost of materials. The range of raised cost are controlled within 3%. We can consider this 3% additional material cost as the premium of the expectation of better quality and shorter cycle time.


目次 Table of Contents
Chapter 1 Introduction 1
Chapter 2 Literature review 4
2.1 Supply Chain Management and Network Enabled Organizations 4
2.2 Virtual organizations 5
2.4.2 Trust Models 13
Chapter 3 research framework 22
3.1 The Effects of Trust Mechanisms on Supply Chain Performance 22
3.2 Modeling and Analyzing Supply Chain Management 24
3.3 Supply Chain Structure of Mold industry 28
Chapter 4 Experimental design 30
4.1 Experimental Settings 30
4.2 Three Experiments 32
4.3 Detailed Design 34
Chapter 5 experimental resutls and discussions 37
5.1 The Effects of Trust on Supply Chain Performance 37
5.2 The Composition of Trust Measurement toward Supply Chain Peformance 40
5.3 Discussion 43
Chapter 6 Conclusions and future work 44
Appendix 46


List of Figure
Figure 2.1. Holland and GeoffLocketts’ framework of trust (1998) 15
Figure 2.2. Mayer, Davis, and Schoorman’s Model of Trust (1995) 17
Figure 2.3. Abdul-Rahman and Hailes’ computational model (2000) 18
Figure 2.4 Mui, Mohtashemi, and Halberstadt’s computational model (2002) 20
Figure 2.5 The antecedents and consequences of JV trust (Inkpen and Currall, 1998) 21
Figure 3.1 The SCN implementation on the Swarm platform. 25
Figure 3.2 SCN agent interactions in the Swarm implementation 27
Figure 3.3 The SCN structure of mold manufacturing industry 28
Figure 3.4 The BOM of a simple punching mold 29
Figure 4.1 Swarm configuration snapshot 30
Figure 4.2 The interaction between agent in the simulation process 36


List of Tables
Table 2-1 Trust antecedents summarized by Mayer, Davis, and Schoorman (1995) 11
Table 4-1 parameters and variables in simulation 31
Table 4-2 Experimental setting of the experimentation plan A 33
Table 4-3 The experimental setting of experimentation plan B 33
Table 4.4 the experimental setting of experimentation plan C. 34
Table 5-1 Results of experimental A-1 37
Table 5-2 Results of experimental A-2 38
Table 5-3 Results of experimental A-3 39
Table 5-4 Results of experimental A-4 39
Table 5-5 Results of experimental B 40
Table 5-6 Resutls of high trust vs. normal trust 41
Table 5-7 Resutls of normal trust vs. low trust 41
Table 5-8 Results of experimental C 42
Table A-1(a) Experiment A-1 Average cycle time rate 46
Table A-1(b) Experiment A-1 In time fulfillment tate 46
Table A-1(c) Experiment A-1 Unit cost of materials 46
Table A-2(a) Experiment A-2 Average cycle time rate 47
Table A-2(b) Experiment A-2 In time fulfillment rate 47
Table A-2(c) Experiment A-2 Unit cost of materials 47
Table A-3(a) Experiment A-3 Average cycle time rate 48
Table A-3(b) Experiment A-3 In time fulfillment rate 48
Table A-3(c) Experiment A-3 Unit cost of materials 48
Table A-4(a) Experiment A-4 Average cycle time rate 49
Table A-4(b) Experiment A-4 In time fulfillment rate 49
Table A-4(c) Experiment A-4 Unit cost of materials 49
Table A-5(a) Experiment B Average cycle time rate 50
Table A-5(b) Experiment B In-time fulfillment rate 50
Table A-5(c) Experiment B Unit cost of materials 50
Table A-6(a) Experiment B average cycle time rate(High vs. Normal) 50
Table A-6(b) Experiment B average cycle time rate(Normal vs. Low) 51
Table A-6(c) Experiment B in time fulfillment rate(High vs. Normal) 51
Table A-6(d) Experiment B in time fulfillment rate(Normal vs. Low) 51
Table A-6(e) Experiment B unit cost of material (High vs. Normal) 52
Table A-6(f) Experiment B unit cost of material (Normal vs. Low) 52
Table A-7(a) Experiment C Average cycle time rate 52
Table A-7(b) Experiment C In time fulfillment rate 52
Table A-7(c) Experiment C Unit cost of materials 53
參考文獻 References
Abdul-Rahman, A., and Hailes, S., Supporting Trust in Virtual Communities, Proceedings of the 33rd Hawaii International Conference on System Sciences, 2000, Vol. 6, pp. 1769-1777
Barry, D., Towill, D.R. and Wadsley, N., Supply chain management in the electronics products industry, International Journal of Physical Distribution & Logistics Management, Vol.24, No.10, 1994, pp.20-32.
Bhaskaran, S., Simulation analysis of a manufacturing supply chain, Decision Sciences, Vol.29, No. 3, 1998, pp.633-657.
Billington, C., Strategic supply chain management. OR/MS Today, April 1994. pp. 20-27.
Boon, S. and Holmes, J. The Dynamics of Interpersonal Trust: Resolving Uncertainty in the Face of Risk, In Cooperation and Prosocial Behavior, R. Hinde, and J. Groebel, Eds. Cambridge University Press, Cambridge, UK,. 1991, pp.190-211.
British National Corpus., Longman Dictionary of Contemporary English. Longman, Britain, 1995.
Cooper, W., and Muench, M. Virtual Organizations: Practice and the Literature. Journal of Organizational Computing and Electronic Commerce, 2000, Vol.10, No.3, pp. 189-208.
Donselaar, K., Nieuwenhof, J.V.D. and Visschers, J. The impact of material coordination concepts on planning stability in supply chains, International Journal of Production Economics, Vol.68, No.2, 2000, pp.169-176.
Dyer, J.H., Effective interfirm collaboration: how firms minimize transaction costs and maximize transaction value, Strategic Management Journal. Vol. 18, pp.535-556.
Einwiller, S., and Will, M. The Role of Reputation to Engender Trust in Electronic Markets. The 5th International Conference on Corporate, Reputation, Indentity, and Competitiveness., 2001.
Evans, G.N., Naim, M.M. and Towill, D.R., Dynamic supply chain performance: Assessing the impact of information systems, Logistics Information Management, Vol.6, No.4, 1993, pp.15-25.
Granovetter, M., Economic Action and Social Structure: the Problem of Embeddedness, American Journal of Sociology, 1985, Vol.91, pp. 481-510.
Holland, C.P., and GeoffLockett, A., Business Trust and the Formation of Virtual Organizations, Proceedings of the 31st Hawaii International Conference on System Sciences, 1998, Vol.6, pp. 602-610.
Hosmer, L., Trust: The Connection Link between Organizational Theory and Philosophical Ethics, Academy of Management Review, 1995, Vol.20, pp. 379-403.
Inkpen, A.C., and Curral, S.C., The Nature, Antecedents, and Consequences of Joint Venture Trust, Journal of International Management, 1998, Vol. 4, No.1, pp. 1-20.
Ishaya, T., Macaulay, L., The Role of Trust in Virtual Teams. Electronic Journal of Organizational Virtualness, 1999, Vol.1, No.1, pp. 140-157.
Kasper-Fuehrer, E.C., and Ashkanasy, N.M. Communicating Trustworthiness and Building Trust in Interorganizational Virtual Organizations, Journal of Management, 2001, Vol.27, pp. 235-254.
Katzy, B. Design and Implementation of Virtual Organizations. Proceedings of the 31st Hawaii International Conference on System Sciences, 1998, Vol.4, pp. 142-151.
Lin, F.-r., Yang, M.-c., and Pai, Y.-h., A generic structure for business process modeling, Business Process Management Journal, 2001(Accepted).
Lin, F-r. and Shaw, M.J., Reengineering the order fulfillment process in supply chain networks, International Journal of Flexible Manufacturing Systems, Vol.10, No.3, 1998, pp.197-229.
Luna, F. and Stefansson, B. (Eds.) Economic Simulation in Swarm: Agent-based Modeling and Object Oriented Programming, Kluwer Academic Publishers, Boston, 2000.
Mayer, R.C., Davis, J.H., and Schoorman, F.D., An Integrative Model of Organizational Trust. Academy of Management Review, 1995, Vol.20, No.3, pp. 709-734.
Mui, L., Mohtashemi, M., and Halberstadt, A., A Computational Model of Trust and Reputation. Proceedings of the 35th Hawaii International Conference on System Sciences. 2002.
Nelson, K.M., and Cooprider, J.G., The Contribution of Shared Knowledge to IS Group Performance, MIS Quarterly, 1996, Vol.55, pp. 123-140.
Papazoglou, M.P. Agent-oriented Technology in Support of e-business, Communications of the ACM, 2001, Vol44, No4.
Park, S.H. and Ungson,, G.R., The effect of national culture, organizational complementarity, and economic motivation on joint venture dissolution, Academy of Management Review, 1997, Vol. 40, pp. 279-307.
Parunak, H.V.D., Savit, R., Riolo, R.L., and Clark, S.J., DASCh: dynamic analysis of supply chains, ERIM, 1998, http://www.erim.org/cec/projects/dasch.htm
Pepper, J.W. and Smuts, B.. The evolution of cooperation in an ecological context: an agent-based model, Dynamics in Human and Primate Societies: Agent-Based Modeling of Social and Spatial Processes. Timothy Kohler and George Gumerman (Eds.), Santa Fe Institute and Oxford University Press, 1999.
Ring, P.S., and Van de Ven, A.H., Developmental Processes of Cooperative Interorganizational Relationships. Academy of Management Review, 1994, Vol.19, No.1, pp. 90-118.
Rittenbruch, M., Kahler, H., and Cremers, A. Sustained Knowledge Management by Organizational Culture, Proceedings of the 33rd Hawaii International Conference on System Sciences, 2000, Vol.6, pp. 894-903.
Shaw, M.J., Gardner, D.M., and Thomas, H. Research opportunities in electronic commerce, Decision Support Systems, 1997, Vol.21, pp.149-156.
Snow, C., Miles, R., and Coleman Jr., H. Managing 21st Century Network Organizations, Organization Dynamics, 1992, Vol.20, No.4, pp. 5-19.
Strader, T.J., Lin, F-r, and Shaw, M.J., Simulation of Order Fulfillment in Divergent Assembly Supply Chains, Journal of Artificial Societies and Social Simulation, 1. 2. March 1998a.
Strader, T., Lin, F., and Shaw, M., Information infrastructure for electronic virtual organization management. Decision Support System, 1998b, Vol.23, pp. 75-94.
Straub, D. W. and Watson, R.T., Research commentary: transformation issues in reseaching IS and net-enabled organizations, Information System Research, Vol 12, No. 4 December 2002, pp. 337-345.
Swaminathan, J.M., Smith, S.F., and Sadeh, N.M., Modeling supply chain dynamics: a multi-agent approach, Decision Sciences, Vol.29, No.3, summer, 1998.
Webster, M., Merriam Webster’s Collegiate Dictionary. Merriam-Webster. Springfield, MA, 1997.
Wyland, B., Buxton, K. and Fuqua, B., Simulating the supply chain, IIE Solutions, January, 2000, pp.37
電子全文 Fulltext
本電子全文僅授權使用者為學術研究之目的,進行個人非營利性質之檢索、閱讀、列印。請遵守中華民國著作權法之相關規定,切勿任意重製、散佈、改作、轉貼、播送,以免觸法。
論文使用權限 Thesis access permission:校內外都一年後公開 withheld
開放時間 Available:
校內 Campus: 已公開 available
校外 Off-campus: 已公開 available


紙本論文 Printed copies
紙本論文的公開資訊在102學年度以後相對較為完整。如果需要查詢101學年度以前的紙本論文公開資訊,請聯繫圖資處紙本論文服務櫃台。如有不便之處敬請見諒。
開放時間 available 已公開 available

QR Code