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研究生: 周士豪
Shih-Hao Chou
論文名稱: 應用碎形布朗運動需求模式在多產品與投資限制下(Q,r)存貨系統之研究
The fBm Demand Model in a Multi-product (Q,r) Inventory System with Backorders and Investment Constraint
指導教授: 周碩彥
Shuo-Yan Chou
口試委員: 楊文鐸
Wen-Dwo Yang
陳振明
Jen-Ming Chen
學位類別: 碩士
Master
系所名稱: 管理學院 - 工業管理系
Department of Industrial Management
論文出版年: 2006
畢業學年度: 94
語文別: 英文
論文頁數: 38
中文關鍵詞: 赫斯特冪數赫斯特定律(Qr)存貨模式
外文關鍵詞: fractional Brownian motion, Hurst exponent, Hurst law, (Q, r) inventory model, multi-item inventory control, investment constraint, backorder
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存貨管制問題在企業上扮演著關鍵角色,因此本論文結合碎形布朗運動與存貨模型,將赫斯特冪數應用於前置期間需求量,探討在多產品(Q,r)存貨模型與投資限制式下相互影響的關係。研究的目的為建立出一個適當模型來最小化總成本、決定最佳訂購量並幫助管理者做出更合適的存貨決策。


Inventory control is a problem common to most organizations. For the problem of determining optimal policies for marginal shortage costs in an investment constrained multi-item (Q, r) inventory system with the fixed lead-time demand influenced by the “Hurst exponent” has not been explored. This thesis focuses on the application of fractional Brownian motion in the fixed lead-time demand. The objective is to formulate a model minimizing the expected value of approximate total annual cost and to help managers to make a correct inventory policy. The theoretical results obtained are illustrated with a numerical example.

Acknowledgements I Abstract II Content III Figure List IV Table List V 1. Introduction 1 1.1 Background and motivation 1 1.2 Objective 2 2. Literature Review 3 2.1 Inventory system 3 2.2 Time series analysis 4 2.3 Rescaled range analysis 4 2.4 The Brownian motion and the fractional Brownian motion 6 2.4.1 The Brownian motion 6 2.4.2 The fractional Brownian motion 9 2.4.3 The dimension of the graph 11 3. Inventory model 15 3.1 Introduction 15 3.2 Notations and Assumptions 16 3.3 Model formulation 17 3.4 The solution 21 3.5 The algorithm 23 4. A numerical example 24 4.1 Parameters and Assumptions 24 4.2 Sensitivity and Analysis 26 5. Conclusion 28

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