Supply Chain Disruption Management Using Stochastic Mixed Integer Programming

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Supply Chain Disruption Management Using Stochastic Mixed Integer Programming

Author : Tadeusz Sawik
Publisher : Springer
ISBN 13 : 3319588230
Total Pages : 364 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Supply Chain Disruption Management Using Stochastic Mixed Integer Programming by : Tadeusz Sawik

Download or read book Supply Chain Disruption Management Using Stochastic Mixed Integer Programming written by Tadeusz Sawik and published by Springer. This book was released on 2017-06-30 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Supply Chain Disruption Management

Author : Tadeusz Sawik
Publisher : Springer Nature
ISBN 13 : 3030448142
Total Pages : 487 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Supply Chain Disruption Management by : Tadeusz Sawik

Download or read book Supply Chain Disruption Management written by Tadeusz Sawik and published by Springer Nature. This book was released on 2020-05-29 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 riskneutral, risk-averse and mean-risk decision-making in the presence of supply chain disruption risks. The book focuses on integrated disruption mitigation and recovery decision-making and innovative, computationally efficient multi-portfolio approach 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 realworld supply chain disruption management problems, illustrate the material presented and provide managerial insights. Many propositions formulated in the book lead to a deep understanding of the properties of developed stochastic mixed integer programs and optimal solutions. 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 six 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 production and inventory scheduling, Part V deals with selection of resilient supply portfolio in multitier supply chain networks; and Part VI addresses selection of cybersecurity safequards portfolio for disruption management of information flows in supply chains.

Stochastic Programming in Supply Chain Risk Management

Author : Tadeusz Sawik
Publisher : Springer Nature
ISBN 13 : 3031579275
Total Pages : 370 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Stochastic Programming in Supply Chain Risk Management by : Tadeusz Sawik

Download or read book Stochastic Programming in Supply Chain Risk Management written by Tadeusz Sawik and published by Springer Nature. This book was released on with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Management Science

Author : Kenneth D. Lawrence
Publisher : Emerald Group Publishing
ISBN 13 : 1838670009
Total Pages : 256 pages
Book Rating : 4.8/5 (386 download)

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Book Synopsis Applications of Management Science by : Kenneth D. Lawrence

Download or read book Applications of Management Science written by Kenneth D. Lawrence and published by Emerald Group Publishing. This book was released on 2020-09-11 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 20 of Applications of Management Science focuses on the application of management science methodologies, data envelopment analysis and multi-criteria decision making.

Scheduling in Supply Chains Using Mixed Integer Programming

Author : Tadeusz Sawik
Publisher : John Wiley & Sons
ISBN 13 : 1118029100
Total Pages : 397 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Scheduling in Supply Chains Using Mixed Integer Programming by : Tadeusz Sawik

Download or read book Scheduling in Supply Chains Using Mixed Integer Programming written by Tadeusz Sawik and published by John Wiley & Sons. This book was released on 2011-08-08 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unified, systematic approach to applying mixed integer programming solutions to integrated scheduling in customer-driven supply chains Supply chain management is a rapidly developing field, and the recent improvements in modeling, preprocessing, solution algorithms, and mixed integer programming (MIP) software have made it possible to solve large-scale MIP models of scheduling problems, especially integrated scheduling in supply chains. Featuring a unified and systematic presentation, Scheduling in Supply Chains Using Mixed Integer Programming provides state-of-the-art MIP modeling and solutions approaches, equipping readers with the knowledge and tools to model and solve real-world supply chain scheduling problems in make-to-order manufacturing. Drawing upon the author's own research, the book explores MIP approaches and examples-which are modeled on actual supply chain scheduling problems in high-tech industries-in three comprehensive sections: Short-Term Scheduling in Supply Chains presents various MIP models and provides heuristic algorithms for scheduling flexible flow shops and surface mount technology lines, balancing and scheduling of Flexible Assembly Lines, and loading and scheduling of Flexible Assembly Systems Medium-Term Scheduling in Supply Chains outlines MIP models and MIP-based heuristic algorithms for supplier selection and order allocation, customer order acceptance and due date setting, material supply scheduling, and medium-term scheduling and rescheduling of customer orders in a make-to-order discrete manufacturing environment Coordinated Scheduling in Supply Chains explores coordinated scheduling of manufacturing and supply of parts as well as the assembly of products in supply chains with a single producer and single or multiple suppliers; MIP models for a single- or multiple-objective decision making are also provided Two main decision-making approaches are discussed and compared throughout. The integrated (simultaneous) approach, in which all required decisions are made simultaneously using complex, monolithic MIP models; and the hierarchical (sequential) approach, in which the required decisions are made successively using hierarchies of simpler and smaller-sized MIP models. Throughout the book, the author provides insight on the presented modeling tools using AMPL® modeling language and CPLEX solver. Scheduling in Supply Chains Using Mixed Integer Programming is a comprehensive resource for practitioners and researchers working in supply chain planning, scheduling, and management. The book is also appropriate for graduate- and PhD-level courses on supply chains for students majoring in management science, industrial engineering, operations research, applied mathematics, and computer science.

Structural Dynamics and Resilience in Supply Chain Risk Management

Author : Dmitry Ivanov
Publisher : Springer
ISBN 13 : 3319693050
Total Pages : 332 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Structural Dynamics and Resilience in Supply Chain Risk Management by : Dmitry Ivanov

Download or read book Structural Dynamics and Resilience in Supply Chain Risk Management written by Dmitry Ivanov and published by Springer. This book was released on 2017-11-07 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an introduction to structural dynamics, ripple effect and resilience in supply chain disruption risk management for larger audiences. In the management section, without relying heavily on mathematical derivations, the book offers state-of-the-art concepts and methods to tackle supply chain disruption risks and designing resilient supply chains in a simple, predictable format to make it easy to understand for students and professionals with both management and engineering background. In the technical section, the book constitutes structural dynamics control methods for supply chain management. Real-life problems are modelled and solved with the help of mathematical programming, discrete-event simulation, optimal control theory, and fuzzy logic. The book derives practical recommendations for management decision-making with disruption risk in the following areas: How to estimate the impact of possible disruptions on performance in the pro-active stage? How to generate efficient and effective stabilization and recovery policies? When does one failure trigger an adjacent set of failures? Which supply chain structures are particular sensitive to ripple effect? How to measure the disruption risks in the supply chain?

Handbook of Ripple Effects in the Supply Chain

Author : Dmitry Ivanov
Publisher : Springer
ISBN 13 : 3030143023
Total Pages : 346 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Handbook of Ripple Effects in the Supply Chain by : Dmitry Ivanov

Download or read book Handbook of Ripple Effects in the Supply Chain written by Dmitry Ivanov and published by Springer. This book was released on 2019-04-17 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an introduction to the ripple effect in the supply chain for a broad audience comprising recent developments. The chapters of this handbook are written by leading experts in supply chain risk management and resilience. For the first time, the chapters present in their synergy a multiple-faceted view of the ripple effect in supply chains, while considering organization, optimization, and informatics perspectives. Ripple effect describes the impact of a disruption propagation on supply chain performance, structural designs and operational parameters. The ripple effect manifests when the impact of a disruption cannot be localized and cascades along the supply chain. The resulting structural dynamics can lead to capacity and demand fulfilment downscaling and negatively influence the firm’s financial and operational performance. The book delineates major features of the ripple effect and methodologies to mitigate the adverse impact of supply chain disruption propagation and to recover in case of severe disruptions. The book provides fresh insights for supply chain management and engineering regarding the following questions: - In what circumstance does one failure cause other failures? - Which structures of the supply chain are especially susceptible to the ripple effect? - What are the typical ripple effect scenarios and what are the most efficient ways to respond them? Distinctive Features: • It considers ripple effect in the supply chain from an multi-disciplinary perspective• It offers an introduction to ripple effect mitigation and recovery policies in the framework of disruption risk management in supply chains for a broad audience• It integrates management and engineering perspectives on disruption risk management in the supply chain• It presents innovative optimization and simulation models for real-life management problems• It considers examples from both industrial and service supply chains• It reveals decision-making recommendations for tackling disruption risks in the supply chain in proactive and reactive domains.

Supply Chain Risk and Disruption Management

Author : Sanjoy Kumar Paul
Publisher : Springer Nature
ISBN 13 : 9819926297
Total Pages : 253 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Supply Chain Risk and Disruption Management by : Sanjoy Kumar Paul

Download or read book Supply Chain Risk and Disruption Management written by Sanjoy Kumar Paul and published by Springer Nature. This book was released on 2023 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, a risk management approach starts off by discussing important issues related to managing supply chain disruption risks from various perspectives during VUCA times. It explores the essence and principles relating to managing these risks and provides the framework and multi-goal model groups for managing such unknown-unknown risks and subsequent disruptions at a global scale. The book explores and presents the latest developments across different emerging topics in supply chain risk and disruption management. These include (i) an overview of supply chain risk, and disruption management tools, techniques, and approaches, (ii) a review on uncertainty modeling for decentralized supply chain systems, (iii) supply chain deep uncertainties and risks - the 'new normal', (iv) emergent technologies for supply chain risk and disruption management, (v) supply chain resilience strategies for times of unprecedented uncertainty, (vi) the role of blockchain in developing supply chain resilience against disruptions, (vii) a qualitative study on supply chain risk management adopting blockchain technology, (viii) assessment of risks and risk management for agriculture supply chain, (ix) resilience of agri-food supply chains: Australian developments after a decade of supply and demand shocks, (x) prioritization of risks in the pharmaceutical supply chains (xi) improving medical supply chain disruption management with the blockchain technology, and (xii) impacts of resilience practices on supply chain sustainability. The book contributes significantly to the growing body of knowledge concerning the theory and practice of managing supply chain risks and disruptions in strategic management, operations and supply chain, and sustainability literature. It presents contemporary, innovative and latest developments in applying smart management tools, techniques and approaches for managing supply chain risk and disruption and future-proofing supply chains to become agile, resilient and sustainable.

Handbook of Research on Promoting Logistics and Supply Chain Resilience Through Digital Transformation

Author : Masudin, Ilyas
Publisher : IGI Global
ISBN 13 : 1668458845
Total Pages : 417 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Promoting Logistics and Supply Chain Resilience Through Digital Transformation by : Masudin, Ilyas

Download or read book Handbook of Research on Promoting Logistics and Supply Chain Resilience Through Digital Transformation written by Masudin, Ilyas and published by IGI Global. This book was released on 2022-11-25 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adoption of new technologies in logistics and supply chain processes is crucial for the continued effectiveness of supply chains. Technology has the potential to address the issue of logistics and supply chain visibility throughout the supply chain, from raw materials through manufacturers and end users. When properly implemented, improved forecasting of inventory levels, employee productivity, adequate accountability, and higher warehouse savings are all possible. Additionally, businesses must upskill their supply chain workers and recruit and manage digital talent in cross-functional teams. The Handbook of Research on Promoting Logistics and Supply Chain Resilience Through Digital Transformation discusses the ways in which global logistics and supply chains have been severely disrupted by digital technology transformation. The book helps policymakers in designing a resilient framework that can absorb external shocks like the COVID-19 pandemic and also enhances the performance and operational capability of the logistics and supply chain network. Covering topics such as oil and gas maintenance support, stakeholder management, and business optimization strategy, this major reference work is essential for logistics professionals, business leaders and executives, IT managers, government officials, manufacturers, students and faculty of higher education, librarians, researchers, and academicians.

Integration as Solution for Advanced Smart Urban Transport Systems

Author : Grzegorz Sierpiński
Publisher : Springer
ISBN 13 : 3319994778
Total Pages : 273 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Integration as Solution for Advanced Smart Urban Transport Systems by : Grzegorz Sierpiński

Download or read book Integration as Solution for Advanced Smart Urban Transport Systems written by Grzegorz Sierpiński and published by Springer. This book was released on 2018-08-25 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods of advanced data collecting and their analysis, models which help with decision problems as well as technical solutions which improve the integrity of contemporary transport systems at urban area are only some of many problems connected with integration in passenger and freight transport which have been discussed in this book. The book expresses case study-based scientific and practical approach to the problems of contemporary transport systems. The proposed methods and models enable a system approach to assess current solutions. In turn, implementation proposals may support the improvement of the integrity of individual elements of transport systems, and thus increase its effectiveness on the global scale. With regard to the research results discussed and the selected solutions applied, the book primarily addresses the needs of three target groups: • Scientists and researchers (ITS field) • Local authorities (responsible for the transport systems at the urban and regional level) • Representatives of business (traffic strategy management) and industry (manufacturers of ITS components). This book gathers selected papers presented at the 15th Scientific and Technical Conference “Transport Systems. Theory and Practice” organised by the Department of Transport Systems and Traffic Engineering at the Faculty of Transport of the Silesian University of Technology. The conference was held in Katowice, Poland on September 17–19, 2018.

Supply Chain Risk Mitigation

Author : Yacob Khojasteh
Publisher : Springer Nature
ISBN 13 : 3031091833
Total Pages : 358 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Supply Chain Risk Mitigation by : Yacob Khojasteh

Download or read book Supply Chain Risk Mitigation written by Yacob Khojasteh and published by Springer Nature. This book was released on 2022-09-30 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers central issues in mitigating supply chain risks from various perspectives. Today’s supply chains are vulnerable to disruptions that can have a significant impact on firms, business and performance. The aim of supply chain risk management is to identify the potential sources of risks and implement appropriate actions in order to mitigate supply chain disruptions. In this regard, the book presents a wealth of methods, strategies and analyses that are essential for mitigating supply chain risks. As a comprehensive collection of the latest research and cutting-edge developments in supply chain risk and its mitigation, the book is structured into four main parts, addressing supply chain risk strategies and developments; supply chain risk management review; supply chain sustainability and resilience; and supply chain analysis and risk management applications. The contributing authors are leading academic researchers and practitioners, who combine findings and research results with a practical and contemporary view on how companies can best manage supply chain risks and disruptions, as well as how to create resilient and sustainable supply chains. This book can be used as an essential resource for students and scholars who are interested in pursuing research or teaching courses on the rapidly growing field of supply chain management. It also offers an interesting and informative read for managers and practitioners who need to deepen their understanding of effective supply chain risk management.

Application of Optimization in Production, Logistics, Inventory, Supply Chain Management and Block Chain

Author : Biswajit Sarkar
Publisher : MDPI
ISBN 13 : 303928522X
Total Pages : 618 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Application of Optimization in Production, Logistics, Inventory, Supply Chain Management and Block Chain by : Biswajit Sarkar

Download or read book Application of Optimization in Production, Logistics, Inventory, Supply Chain Management and Block Chain written by Biswajit Sarkar and published by MDPI. This book was released on 2020-04-23 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The evolution of industrial development since the 18th century is now experiencing the fourth industrial revolution. The effect of the development has propagated into almost every sector of the industry. From inventory to the circular economy, the effectiveness of technology has been fruitful for industry. The recent trends in research, with new ideas and methodologies, are included in this book. Several new ideas and business strategies are developed in the area of the supply chain management, logistics, optimization, and forecasting for the improvement of the economy of the society and the environment. The proposed technologies and ideas are either novel or help modify several other new ideas. Different real life problems with different dimensions are discussed in the book so that readers may connect with the recent issues in society and industry. The collection of the articles provides a glimpse into the new research trends in technology, business, and the environment.

Business, Economic and Financial Issues in Emerging Markets and Advanced Economies after the COVID-19 Crisis

Author : Giray Gozgor
Publisher : Frontiers Media SA
ISBN 13 : 2832534317
Total Pages : 223 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Business, Economic and Financial Issues in Emerging Markets and Advanced Economies after the COVID-19 Crisis by : Giray Gozgor

Download or read book Business, Economic and Financial Issues in Emerging Markets and Advanced Economies after the COVID-19 Crisis written by Giray Gozgor and published by Frontiers Media SA. This book was released on 2023-11-22 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Research Topic is Volume 2 in the Research Topic series 'Economic and Financial Issues in the Post-COVID-19 World: Implications and Role of Public Health'. Both developed and developing economies have experienced significant risks and uncertainties due to the COVID-19 pandemic. There are still risks and uncertainty shocks of the COVID-19 in every aspect of the global economic and financial system, including investors' decisions and the financial sector's development. In this Research Topic, we aim to understand the dynamics of business, economic, and financial issues - including potential structural changes after the COVID-19 in emerging markets and advanced economies. This Research Topic’s main goal is to provide different aspects and consequences of economic and financial issues in emerging markets and advanced economies after the COVID-19 pandemic. In particular, we welcome interdisciplinary, empirical, and theoretical papers (panel data studies, survey studies, and time-series analyses) focusing on the business, economic, and financial issues after the COVID-19 crisis. We also welcome policy briefs of people working at central banks, governments, and other public institutions, focusing on these issues.

Supply Chain Engineering

Author : A. Ravi Ravindran
Publisher : CRC Press
ISBN 13 : 1000924017
Total Pages : 604 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Supply Chain Engineering by : A. Ravi Ravindran

Download or read book Supply Chain Engineering written by A. Ravi Ravindran and published by CRC Press. This book was released on 2023-08-30 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition textbook continues down the path that the first edition, winner of the 2013 IISE/Joint Publishers Book-of-the-Year Award, successfully carved out. The textbook targets engineering students and emphasizes the use of operations research models and solution methods important in the design, control, operation, and management of global supply chains. Completely updated, Supply Chain Engineering: Models and Applications, Second Edition stresses quantitative models and methods, highlights global supplier selection and vendor risk management techniques, and discusses the use of multiple criteria decision-making models in supply chain management. The new edition includes chapters on health and humanitarian supply chains, including disaster management and logistics modeling, and on warehousing and distribution. Disruptions to global supply chains due to the COVID-19 pandemic are discussed throughout the book. Industry and government strategies to make the global supply chains resilient are also presented. Thirty four case studies have been included to illustrate various supply chain models and methods. Exercises are included at the end of each chapter, and a solutions manual and PowerPoint slides are available for qualified textbook adoptions. The new edition continues to target upper-level undergraduate and graduate students in engineering, as well as MBA students in operations management, logistics, and supply chain management programs that emphasize quantitative analysis. It is also useful as a reference for technical professionals and researchers in industrial engineering, supply chain management, procurement, logistics and health administration.

Container Logistics and Maritime Transport

Author : Dong-Ping Song
Publisher : Routledge
ISBN 13 : 1000374610
Total Pages : 285 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Container Logistics and Maritime Transport by : Dong-Ping Song

Download or read book Container Logistics and Maritime Transport written by Dong-Ping Song and published by Routledge. This book was released on 2021-05-05 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a coherent and systematic view of the key concepts, principles, and techniques in maritime container transport and logistics chains including all the main segments: international maritime trade and logistics, freight logistics, container logistics, vessel logistics, port and terminal management, and sustainability issues in maritime transport. Container Logistics and Maritime Transport emphasizes analytical methods and current optimization models to tackle challenging issues in maritime transport and logistics. This book takes a holistic approach to cover all the main segments of the container shipping supply chains to achieve an efficient and effective logistics service system across the entire global transport chain. Sustainability issues such as social concern and carbon emissions from shipping and ports are also discussed. Each maritime transport segment is addressed using an approach from qualitative/descriptive analytics to quantitative/prescriptive analytics. Cutting-edge optimization models are presented and explained to tackle various strategic, tactical, and operational planning problems. The book will help readers better understand operations management in global maritime container transport chain. It will also provide practical principles and effective techniques and tools for researchers to push forward the frontiers of knowledge and for practitioners to implement decision support systems. It will be directly relevant to academic courses related to maritime transport, maritime logistics, transport management, international shipping, port management, container shipping, container logistics, shipping supply chain, and international logistics.

24th European Symposium on Computer Aided Process Engineering

Author :
Publisher : Elsevier
ISBN 13 : 0444634436
Total Pages : 1966 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis 24th European Symposium on Computer Aided Process Engineering by :

Download or read book 24th European Symposium on Computer Aided Process Engineering written by and published by Elsevier. This book was released on 2014-06-20 with total page 1966 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 24th European Symposium on Computer Aided Process Engineering creates an international forum where scientific and industrial contributions of computer-aided techniques are presented with applications in process modeling and simulation, process synthesis and design, operation, and process optimization. The organizers have broadened the boundaries of Process Systems Engineering by inviting contributions at different scales of modeling and demonstrating vertical and horizontal integration. Contributions range from applications at the molecular level to the strategic level of the supply chain and sustainable development. They cover major classical themes, at the same time exploring a new range of applications that address the production of renewable forms of energy, environmental footprints and sustainable use of resources and water.

Decomposition Techniques in Mathematical Programming

Author : Antonio J. Conejo
Publisher : Springer Science & Business Media
ISBN 13 : 3540276866
Total Pages : 542 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Decomposition Techniques in Mathematical Programming by : Antonio J. Conejo

Download or read book Decomposition Techniques in Mathematical Programming written by Antonio J. Conejo and published by Springer Science & Business Media. This book was released on 2006-04-28 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization plainly dominates the design, planning, operation, and c- trol of engineering systems. This is a book on optimization that considers particular cases of optimization problems, those with a decomposable str- ture that can be advantageously exploited. Those decomposable optimization problems are ubiquitous in engineering and science applications. The book considers problems with both complicating constraints and complicating va- ables, and analyzes linear and nonlinear problems, with and without in- ger variables. The decomposition techniques analyzed include Dantzig-Wolfe, Benders, Lagrangian relaxation, Augmented Lagrangian decomposition, and others. Heuristic techniques are also considered. Additionally, a comprehensive sensitivity analysis for characterizing the solution of optimization problems is carried out. This material is particularly novel and of high practical interest. This book is built based on many clarifying, illustrative, and compu- tional examples, which facilitate the learning procedure. For the sake of cl- ity, theoretical concepts and computational algorithms are assembled based on these examples. The results are simplicity, clarity, and easy-learning. We feel that this book is needed by the engineering community that has to tackle complex optimization problems, particularly by practitioners and researchersinEngineering,OperationsResearch,andAppliedEconomics.The descriptions of most decomposition techniques are available only in complex and specialized mathematical journals, di?cult to understand by engineers. A book describing a wide range of decomposition techniques, emphasizing problem-solving, and appropriately blending theory and application, was not previously available.