Optimal Design Of Multi Echelon Supply Chain Networks
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Optimal Design Of Multi Echelon Supply Chain Networks
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Author : Panagiotis Tsiakis
language : en
Publisher:
Release Date : 2002
Optimal Design Of Multi Echelon Supply Chain Networks written by Panagiotis Tsiakis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.
Optimal Inventory Control And Distribution Network Design Of Multi Echelon Supply Chains
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Author : Mustafa Güller
language : en
Publisher:
Release Date : 2016
Optimal Inventory Control And Distribution Network Design Of Multi Echelon Supply Chains written by Mustafa Güller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.
Network Design And Safety Stock Placement For A Multi Echelon Supply Chain
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Author : Hitesh Gupta
language : en
Publisher:
Release Date : 2008
Network Design And Safety Stock Placement For A Multi Echelon Supply Chain written by Hitesh Gupta and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.
With the increasing complexities in supply chains and increasing global trade, integrated supply chain network design is utilized by the firms in order to reduce the overall cost while meeting the customer demand with requisite levels of service. This view of collaborative approach towards supply chain design has the potential of providing competitive edge for the firms in a highly competitive environment with high variability of end customer demand. In this study we present a framework for the design of a multi echelon supply chain network facing uncertain demand. We develop a comprehensive procedure for the optimization of a multi echelon supply chain. We provide the details of each step to describe the methodology and develop mathematical models for the design of a multi echelon distribution network. The procedure has been developed for the design of network flow and the placement of safety stock for a multi echelon distribution network.
Supply Chain Network Design
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Author : Michael Watson
language : en
Publisher: FT Press
Release Date : 2012-08-20
Supply Chain Network Design written by Michael Watson and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-20 with Business & Economics categories.
Using strategic supply chain network design, companies can achieve dramatic savings from their supply chains. Now, experts at IBM and Northwestern University have brought together both the rigorous principles and the practical applications you need to master. You’ll learn how to use supply chain network design to select the right number, location, territory, and size of warehouses, plants, and production lines; and optimize the flow of all products through your supply chain even if extends around the globe. The authors present better ways to decide what to manufacture internally, where to make these products, which products to outsource, and which suppliers to use. They guide you in more effectively managing tradeoffs such as cost vs. service level, improving operational decision-making by integrating analytics throughout supply chain management; and re-optimizing regularly for even greater savings. Supply Chain Network Design combines best practices, the latest methods in optimization and analytics, and cutting-edge case studies: everything you need to maximize the value of supply chain network design. For all supply chain executives, managers, strategists, and analysts; and for all students, instructors, and researchers in advanced supply chain management and/or logistics courses.
Optimal Deisgn Of Multi Echelon Supply Chain Networks
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Author : Panagiotis Tsiakis
language : en
Publisher:
Release Date : 2003
Optimal Deisgn Of Multi Echelon Supply Chain Networks written by Panagiotis Tsiakis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
On Sustainable Supply Chains
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Author : Ibrahim Oguntola
language : en
Publisher:
Release Date : 2022
On Sustainable Supply Chains written by Ibrahim Oguntola and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
In this thesis, we consider the logistics network of a multi-echelon multimodal supply chain with multiple products and components taking economic and environmental sustainability, and shipment consolidation into consideration. Procedures for calculating and using both the water and carbon footprints of the network as metrics for its environmental sustainability are also explored. The supply chain logistics network is modelled as a Mixed Integer Linear Program (MILP) and then tested on randomly generated but realistic test instances. The effects of shipment consolidation on the economic and environmental cost of operations are analysed with results showing that consolidation decreases the supply chain (SC) cost especially when the distance between the shipper and receiver is significant. Considering that in reality, some of the parameters of supply chain network models might be stochastic, experiments are carried out with the designed MILP model having its demand parameter as stochastic. With the continual digitalization of supply chain processes leading to the automatic generation of data, machine learning (ML) has evolved as a methodology with the potential to help optimize stochastic models with its increasingly accurate predictions of future occurrences due to the continuous innovation of new algorithms. ML approaches to predicting stochastic parameters using historical data are evaluated in comparison to the more traditional stochastic programming approaches over multiple prediction periods. The three ML models utilized, Attention CNN-LSTM (AC-LSTM), Attention ConvLSTM (ACV-LSTM) and an ensemble of both models using Support Vector Regression (Ensemble-SVR), performed significantly better than the stochastic programming approaches considered (Simple recourse programming and Chance-constrained programming) in all scenarios. The MILP models using the predictions from the ML algorithms obtained the highest value of stochastic solution (VSS) and had the lowest expected value of perfect information (EVPI). This makes a case for the continued integration of ML prediction methodologies into stochastic optimization modelling.
Design Of Multi Echelon Supply Chain Systems To Optimize Cost And Service Levels
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Author : Vatsal K. Maru
language : en
Publisher:
Release Date : 2017
Design Of Multi Echelon Supply Chain Systems To Optimize Cost And Service Levels written by Vatsal K. Maru and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Electronic dissertations categories.
Primarily found basic uncertainties in the supply chain design are supply and demand, later there are many more uncertainties added in the literature of the field, e.g., control. For an organization there are many options available to implement in the area of supply chain design and uncertainty, whether to find the root cause of the uncertainty, or to reduce the risk, or to optimize the process to handle the uncertainty more conveniently, etc. From all these alternatives, this thesis is concentrated on the reduction of uncertainties by answering with the available resources. Therefore, the focus is on optimization of cost and service levels with proper utilization of the network echelons. There is a mathematical model presented in the paper, which is a mixed integer linear programming (MILP). Along with the cost reduction and service level maximization, this research is also directed towards variability reduction by aggregating the customer zones to reduce the volatility in service levels, and in turn higher service levels. The research has future scope to be explored and identified to add dynamic factors.
Supply Chain Network Design
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Author : Michael Warson
language : en
Publisher:
Release Date : 2012
Supply Chain Network Design written by Michael Warson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Introduction and basic building blocks. Adding costs to two echelon supply chains. Advanced modeling and expanding to multiple echelons. How to get industrial streng results. Case study wrap up.
Supply Chain Optimization Design And Management Advances And Intelligent Methods
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Author : Minis, Ioannis
language : en
Publisher: IGI Global
Release Date : 2010-12-31
Supply Chain Optimization Design And Management Advances And Intelligent Methods written by Minis, Ioannis and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-12-31 with Business & Economics categories.
Computational Intelligence (CI) is a term corresponding to a new generation of algorithmic methodologies in artificial intelligence, which combines elements of learning, adaptation, evolution and approximate (fuzzy) reasoning to create programs that can be considered intelligent. Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods presents computational intelligence methods for addressing supply chain issues. Emphasis is given to techniques that provide effective solutions to complex supply chain problems and exhibit superior performance to other methods of operations research.
Optimization And Design Of Robust Supply Chain Networks
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Author : Ram Prashanth Radha Krishnan
language : en
Publisher:
Release Date : 2015
Optimization And Design Of Robust Supply Chain Networks written by Ram Prashanth Radha Krishnan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Business logistics categories.
A robust and cost effective distribution network is critical to any fast growing company, both to meet demand under normal conditions and to adapt to temporary facility distributions. This paper develops two mixed integer programming models to optimize the supply chain of a national medical consumable supplies company with international manufacturers or otherwise geographically remote from demand locations and consistent monthly repeating demand and to provide some robustness against temporary disruption of facility operations. Specifically, p-median single-echelon and hub-and-spoke multi-echelon models are used to determine optimal locations of warehouses and distribution facilities that minimize total transportation cost, with a potential savings in the motivating application of 13% (approximately $1.4 million annually). Sensitivity analyses to a range of scenarios, furthermore, suggest that the optimal distribution network is affected primarily by manufacturer locations rather than customer locations within United States.