請用此 Handle URI 來引用此文件：
http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/47302完整後設資料紀錄
| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 吳政鴻 | |
| dc.contributor.author | Ya-Ling Liu | en |
| dc.contributor.author | 劉雅綾 | zh_TW |
| dc.date.accessioned | 2021-06-15T05:54:12Z | - |
| dc.date.available | 2015-08-20 | |
| dc.date.copyright | 2010-08-20 | |
| dc.date.issued | 2010 | |
| dc.date.submitted | 2010-08-17 | |
| dc.identifier.citation | [1] 唐小我 (1999)， 「非線性需求函數條件下二度價格歧視研究」 電子科技大學學報，第28卷，第1期。
[2] 李依玲 (2009)， 「多產品隨機價量函數下之動態產能規劃」，碩士論文（指導教授：吳政鴻博士），國立台灣大學工業工程學研究所。 [3] Alan S. Manne, (1961), 'Capacity Expansion and Probabilistic Growth. ' Econometrica 29(4): 632-649. [4] Ahmed, S., A. J. King, et al. (2003). 'A Multi-Stage Stochastic Integer Programming Approach for Capacity Expansion under Uncertainty.' Journal of Global Optimization 26(1): 3-24. [5] Alagoz, O., L. M. Maillart, et al. (2007). 'Determining the Acceptance of Cadaveric Livers Using An Implicit Model of The Waiting List.' Operations Research 55(1): 24-36. [6] Barahona, F., S. Bermon, et al. (2001). 'Robust Capacity Planning in Semiconductor Manufacturing.' [7] Bhatnagar, S., E. Fernández-Gaucherand, et al. (1999). 'A Markove Decision Process Model for Capacity Expansion and Allocation.' Proceeding of the 38th Conference on Decision & Control. [8] Bretthauer, K. M. and M. J. Côté (1997). 'Nonlinear Programming for Multiperiod Capacity Planning in A Manufacturing System.' European Journal of Operational Research 96(1): 167-179. [9] Çatay, B., Ş. S. Erengüç, et al. (2003). 'Tool Capacity Planning in Semiconductor Manufacturing.' Computers & Operations Research 30: 1349-1366. [10] Chen, Z.-L., S. Li, et al. (2002). 'A Scenario-Based Stochastic Programming Approach for Technology and Capacity Planning.' Comput. Oper. Res. 29(7): 781-806. [11] Chou, Y.-C., C. T. Cheng, et al. (2007). 'Evaluating alternative capacity strategies in semiconductor manufacturing under uncertain demand and price scenarios.' International Journal of Production Economics 105(2): 591-606. [12] Dangl, T. (1999). 'Investment and Capacity Choice under Uncertain demand.' European Journal of Operational Research 117. [13] Eppen, G. D., R. K. Martin, et al. (1989). 'A Scenario Approach to Capacity Planning.' Operations Research 37(4): 517-527. [14] Erlenkotter, D. (1974). 'A Dynamic Programming Approach to Capacity Expansion with Specialization.' MANAGEMENT SCIENCE 21(3): 360-362. [15] Erlenkotter, D. (1977). 'Capacity Expansion with Imports and Inventories.' MANAGEMENT SCIENCE 23(7). [16] Florian, M. and M. Klein (1971). 'Deterministic Production Planning with Concave Costs and Capacity Constraints.' MANAGEMENT SCIENCE 18(1). [17] Geng, N., Z. Jiang, et al. (2009). 'Stochastic Programming Based Capacity Planning for Semiconductor Wafer Fab with Uncertain Demand and Capacity.' European Journal of Operational Research 198. [18] Goyal, S. K. and A. Gunasekaran (1990). 'Multi-Stage Production-Inventory Systems.' European Journal of Operational Research 46(1): 1-20. [19] Green, L. V., S. Savin, et al. (2006). 'Managing Patient Service in A Diagnostic Medical Facility.' Operations Research 54(1): 11-25. [20] Gunasekaran, A., S. K. Goyal, et al. (1998). 'Production Capacity Planning and Control in Multi-Stage Manufacturing.' The Journal of the Operational Research Society 49(6): 625-634. [21] Harper, P. R. and A. K. Shahani (2002). 'Modelling for the Planning and Management of Bed Capacities in Hospitals.' The Journal of the Operational Research Society 53(1): 11-18. [22] Hood, S. J., S. Bermon, et al. (2003). 'Capacity Planning under Demand Uncertainty for Semiconductor Manufacturing.' IEEE Transactions on Semiconductor Manufacturing 16(2): 273-280. [23] Hsu, V. N. (2002). 'Dynamic Capacity Expansion Problem with Deferred Expansion and Age-Dependent Shortage Cost.' MANUFACTURING SERVICE OPERATIONS MANAGEMENT 4(1): 44-54. [24] Julka, N., T. Baines, et al. (2007). 'A Rreview of Multi-Factor Capacity Expansion Models for Manufacturing Plants: Searching for A Holistic Decision Aid.' International Journal of Production Economics 106(2): 607-621. [25] Karabuk, S. and S. D. Wu (2003). 'Coordinating Strategic Capacity Planning in The Semiconductor Industry.' Operations Research 51(6): 839-849. [26] Kotcher, R. and F. Chance (1999). 'Capacity Planning in the Face of Product-Mix Uncertainty.' Proceeding of the 1999 IEEE International Symposium on Semiconductor Manufacturing Conference: 73-76. [27] Laguna, M. (1998). 'Applying Robust Optimization to Capacity Expansion of One Location in Telecommunications with Demand Uncertainty.' MANAGEMENT SCIENCE 44: S101-S110. [28] Lee, S.-B. and H. Luss (1987). 'Multifacility-Type Capacity Expansion Planning: Algorithms and Complexities.' Operations Research 35(2): 249-253. [29] Li, S. and D. Tirupati (1994). 'Dynamic Capacity Expansion Problem with Multiple Products: Technology Selection and Timing of Capacity Additions.' Operations Research 42(5): 958-976. [30] Li, S. and D. Tirupati (1995). 'Technology Choice with Stochastic Demands and Dynamic Capacity Allocation: A Two-Product Analysis.' Journal of Operations Management 12(3-4): 239-258. [31] Luss, H. (1982). 'Operations Research and Capacity Expansion Problems: A Survey.' Operations Research 30(5): 907-947. [32] Luss, H. (1983). 'A Multifacility Capacity Expansion Model with Joint Expansion Set-Up Costs.' Naval Research Logistics Quarterly 30: 97-111. [33] Malcolm, S. A. and S. A. Zenios (1994). 'Robust Optimization for Power Systems Capacity Expansion under Uncertainty.' The Journal of the Operational Research Society 45(9): 1040-1049. [34] Manne, A. S. (1961). 'Capacity Expansion and Probabilistic Growth.' Econometrica 29(4): 632-649. [35] Masse, P. and R. Gibrat (1957). 'Application of Linear Programming to Investments in the Electric Power Industry.' MANAGEMENT SCIENCE 3(2): 149-166. [36] McNeil, A.J., Frey, R. and Embrechts P. (2005). 'Quantitative Risk Management.' USA: Princeton University Press. [37] Miller, D. M. and R. P. Davis (1978). 'A Dynamic Resource Allocation Model for A Machine Requirements Problem.' AIIE Transactions 10(3): 237-243. [38] Oded Berman, Zvi Ganz, et al. (2006). 'A Stochastic Optimization Model for Planning Capacity Expansion in A Service Industry under Uncertain Demand.' Naval Research Logistics 41(4):545-564. [39] Palaka, K., S. Erlebacher, et al. (1988). 'Lead-Time Setting, Capacity Utilization and Pricing Decisions under Lead-Time Dependent Demand.' IIE Transactions 30: 151-163. [40] Pangburn, M. S. and S. Sundaresan (2009). 'Capacity Decisions for High-Tech Products with Obsolescence.' European Journal of Operational Research 197(102-111). [41] Rajagopalan, S., M. R. Singh, et al. (1998). 'Capacity Expansion and Replacement in Growing Markets with Uncertain Technological Breakthroughs.' MANAGEMENT SCIENCE 44 12-30. [42] Ryan, S. M. (2004). 'Capacity Expansion for Random Exponential Demand Growth with Lead Times.' MANAGEMENT SCIENCE 50(6): 740-748. [43] Simpson, N. C. and S. S. Erenguc (1996). 'Multiple-Stage Production Planning Research: History and Opportunities.' International Journal of Operations & Production Management 16(6): 25-40. [44] Swaminathan, J. M. (2002). 'Tool Procurement Planning for Wafer Fabrication Facilities: A Scenario-Based approach.' IIE Transactions 34: 145-155. [45] Uribe, A. M., J. K. Cochran, et al. (2003). 'Two-Stage Simulation Optimization for Agile Manufacturing Capacity Planning.' International Journal of Production Research 41(6): 1181-1197. [46] Wu, S. D., M. Erkoc, et al. (2005). 'Managing Capacity in the High-Tech Industry: A Review of Literature.' The Engineering Economist: A Journal Devoted to the Problems of Capital Investment 50(2): 125 - 158. [47] Yılmaz, P. and B. Çatay (2006). 'Strategic level three-stage production distribution planning with capacity expansion.' Computers & Industrial Engineering 51: 609-620. [48] Zhang, F., R. Roundy, et al. (2004). 'Optimal Capacity Expansion for Multi-Product, Multi-Machine Manufacturing Systems with Stochastic Demand.' IIE Transactions 36(1): 23 - 36. | |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/47302 | - |
| dc.description.abstract | 本研究之產能規劃以一生產多產品之供應鏈為主軸，由上游廠商提供半成品給下游廠商加工製造成成品銷售，各產品族於各階段之產能需求量具差異，市場需求視為上游及下游之需求。依據不同的消費者需求進行差異定價，當企業面對的需求市場需求具不確定性時，利用動態規劃的方式，求解各期、各種產能水準及需求環境下之最佳產能分配及擴充決策。
文中以三種情境來定義不同的需求環境，各以一線性函數描述需求量與價格之間的相依性，利用馬可夫性質描寫需求環境變動的特性。求解及模擬的部分皆以撰寫Visual C#程式語言來輔助，將結果輸出至Excel作分析。 為證明本研究模型之合理性及穩健性，以另一模型（ASP［平均售價模型））作參照，以模擬的方式比較多重價位模型之決策差異及績效表現。結果顯示出，在收益表現上，多重價位模型皆優於ASP模型。 | zh_TW |
| dc.description.abstract | In this research, we present a dynamic programming approach to capacity planning under demand uncertainty. Demand is dependent on time and price. We define 3 demand scenarios which are formulated as linear functions and describe them with Markov property. We can have a series of capacity expansion policy which the long term profit is maximized subjected to floor space and budget constraint.
We focus on the impact of multi-price model in an industry which has several process stages and produce multiple products. In order to prove the robust of our model, we compare it to ASP (Average Selling Price) model. And the result shows that multi-price model always has better performance in profit than ASP model. | en |
| dc.description.provenance | Made available in DSpace on 2021-06-15T05:54:12Z (GMT). No. of bitstreams: 1 ntu-99-R97546019-1.pdf: 1678851 bytes, checksum: 7c0d2dc33d152a2bcc51d2517c92be4e (MD5) Previous issue date: 2010 | en |
| dc.description.tableofcontents | 口試委員會審定書 i
誌謝 ii 中文摘要 iii ABSTRACT iv CONTENTS v LIST OF FIGURES vii LIST OF TABLES ix 第1章 緒論 1 1.1 研究背景 1 1.2 研究動機與目的 3 1.3 研究步驟 9 第2章 文獻回顧 11 2.1 產能規劃 11 2.2 產業應用 12 2.3 問題特性 14 2.4 數學求解方法 17 2.5 小結 19 第3章 模式建構 21 3.1 問題描述 21 3.2 問題假設 22 3.3 動態規劃模型 24 3.3.1 時程 24 3.3.2 狀態 25 3.3.3 決策 26 3.3.4 機率 26 3.3.5 回饋 27 3.4 迭代演算法 27 3.5 ASP模型 30 第4章 模型評估 34 4.1 評估方向 34 4.2 程式說明 40 4.3 績效驗證方法說明 46 4.4 實驗設計 52 4.4.1 實驗設計1 52 4.4.2 實驗設計2 53 4.5 結果分析 54 4.5.1 實驗設計1之結果探討 55 4.5.2 實驗設計2之結果探討 60 4.5.3 結果彙整 65 第5章 結論與未來展望 67 5.1 結論 67 5.2 未來研究方向 67 參考文獻 69 | |
| dc.language.iso | zh-TW | |
| dc.subject | 供應鏈 | zh_TW |
| dc.subject | 動態規劃 | zh_TW |
| dc.subject | 產能規劃 | zh_TW |
| dc.subject | 平均銷售價格 | zh_TW |
| dc.subject | 多重價格 | zh_TW |
| dc.subject | Multiple Price | en |
| dc.subject | Supply Chain | en |
| dc.subject | Dynamic Programming | en |
| dc.subject | Capacity Planning | en |
| dc.subject | Average Selling Price | en |
| dc.title | 差異定價下多產品供應鏈之動態產能規劃 | zh_TW |
| dc.title | Dynamic Capacity Planning in a Multi-Product Supply Chain under Price Differentiation | en |
| dc.type | Thesis | |
| dc.date.schoolyear | 98-2 | |
| dc.description.degree | 碩士 | |
| dc.contributor.oralexamcommittee | 周雍強,葉維彰,蘇哲平 | |
| dc.subject.keyword | 動態規劃,產能規劃,平均銷售價格,多重價格,供應鏈, | zh_TW |
| dc.subject.keyword | Dynamic Programming,Capacity Planning,Average Selling Price,Multiple Price,Supply Chain, | en |
| dc.relation.page | 72 | |
| dc.rights.note | 有償授權 | |
| dc.date.accepted | 2010-08-18 | |
| dc.contributor.author-college | 工學院 | zh_TW |
| dc.contributor.author-dept | 工業工程學研究所 | zh_TW |
| 顯示於系所單位： | 工業工程學研究所 | |
文件中的檔案：
| 檔案 | 大小 | 格式 | |
|---|---|---|---|
| ntu-99-1.pdf 未授權公開取用 | 1.64 MB | Adobe PDF |
系統中的文件，除了特別指名其著作權條款之外，均受到著作權保護，並且保留所有的權利。