Supply Chain Disruption Management Using Stochastic Mixed Integer Programming
暫譯: 使用隨機混合整數規劃的供應鏈中斷管理

Sawik, Tadeusz

  • 出版商: Springer
  • 出版日期: 2018-08-04
  • 售價: $4,570
  • 貴賓價: 9.5$4,342
  • 語言: 英文
  • 頁數: 349
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3319864831
  • ISBN-13: 9783319864839
  • 相關分類: R 語言
  • 海外代購書籍(需單獨結帳)

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商品描述

This book deals with stochastic combinatorial optimization problems in supply chain disruption management, with a particular focus on management of disrupted flows in customer-driven supply chains. The problems are modeled using a scenario based stochastic mixed integer programming to address risk-neutral, risk-averse and mean-risk decision-making in the presence of supply chain disruption risks. The book focuses on innovative, computationally efficient portfolio approaches to supply chain disruption management, e.g., selection of primary and recovery supply portfolios, demand portfolios, capacity portfolios, etc.
Numerous computational examples throughout the book, modeled in part on real-world supply chain disruption management problems, illustrate the material presented and provide managerial insights. In the computational examples, the proposed mathematical programming models are solved using an advanced algebraic modeling language such as AMPL and CPLEX, GUROBI and XPRESS solvers. The knowledge and tools provided in the book allow the reader to model and solve supply chain disruption management problems using commercially available software for mixed integer programming. Using the end-of chapter problems and exercises, the monograph can also be used as a textbook for an advanced course in supply chain risk management.
After an introductory chapter, the book is then divided into five main parts. Part I addresses selection of a supply portfolio; Part II considers integrated selection of supply portfolio and scheduling; Part III looks at integrated, equitably efficient selection of supply portfolio and scheduling; Part IV examines integrated selection of primary and recovery supply (and demand) portfolios and scheduling; and Part V addresses disruption management of information flows in supply chains.

商品描述(中文翻譯)

本書探討供應鏈中斷管理中的隨機組合優化問題,特別關注於客戶驅動的供應鏈中斷流的管理。這些問題使用基於情境的隨機混合整數規劃進行建模,以應對在供應鏈中斷風險存在下的風險中立、風險厭惡和均值風險決策。書中重點介紹創新且計算效率高的供應鏈中斷管理投資組合方法,例如主要和恢復供應投資組合、需求投資組合、產能投資組合等的選擇。

書中有許多計算範例,部分基於現實世界的供應鏈中斷管理問題,這些範例說明了所呈現的材料並提供管理見解。在計算範例中,所提出的數學規劃模型使用先進的代數建模語言如 AMPL 和 CPLEX、GUROBI 和 XPRESS 解算器進行求解。本書提供的知識和工具使讀者能夠使用商業可用的混合整數規劃軟體來建模和解決供應鏈中斷管理問題。利用章末的問題和練習,本專著也可用作供應鏈風險管理高級課程的教科書。

在介紹性章節之後,本書分為五個主要部分。第一部分處理供應投資組合的選擇;第二部分考慮供應投資組合和排程的整合選擇;第三部分探討供應投資組合和排程的整合、公平有效的選擇;第四部分檢視主要和恢復供應(及需求)投資組合和排程的整合選擇;第五部分則處理供應鏈中信息流的中斷管理。

作者簡介

Tadeusz Sawik is a Professor of Industrial Engineering and Operations Research at AGH University of Science and Technology in Kraków, Poland. He has been Associate Dean for Research at School of Management, Chair of the Department of Computer Integrated Manufacturing and Chair of the Department of Operations Research and Information Technology. He received the MS degree in mechanical engineering, the PhD degree in control engineering and the ScD (habilitation) degree in operations research, all from AGH University. He has been a visiting professor in Germany, Japan, Sweden and Switzerland and he has served as a research advisor of Motorola for several years. Five times he received Scientific Excellence Award from the Minister of Science and Higher Education, one of the most prestigious award in Poland. He has published numerous books (including Production Planning and Scheduling in Flexible Assembly Systems, Springer, 1998 and Scheduling in Supply Chains Using Mixed Integer Programming, Wiley, 2011), and more than 150 individual articles in refereed journals. His current research interests are in the area of supply chain optimization, risk management, scheduling and integer programming. In the 50th volume anniversary issue of International Journal of Production Research (IJPR), a flagship journal in production research, he has been recognized as one of the top authors who have had the greatest impact on defining the knowledge represented in IJPR. He is the founding Editor-in-Chief of Decision Making in Manufacturing and Services (AGH University Press).

作者簡介(中文翻譯)

Tadeusz Sawik 是波蘭克拉科夫AGH科技大學的工業工程與運籌學教授。他曾擔任管理學院的研究副院長、計算機整合製造系主任以及運籌學與資訊技術系主任。他在AGH大學獲得機械工程碩士學位、控制工程博士學位以及運籌學的科學博士(habilitation)學位。他曾在德國、日本、瑞典和瑞士擔任訪問教授,並且擔任摩托羅拉的研究顧問多年。他五次獲得波蘭科學與高等教育部的科學卓越獎,這是波蘭最具聲望的獎項之一。他出版了多本書籍(包括《Production Planning and Scheduling in Flexible Assembly Systems》,Springer,1998年,以及《Scheduling in Supply Chains Using Mixed Integer Programming》,Wiley,2011年),並在同行評審的期刊上發表了超過150篇個別文章。他目前的研究興趣包括供應鏈優化、風險管理、排程和整數規劃。在《International Journal of Production Research》(IJPR)第50卷紀念特刊中,他被認定為對定義IJPR所代表的知識影響最大的頂尖作者之一。他是《Decision Making in Manufacturing and Services》(AGH University Press)的創始主編。