Performance Analysis of Intelligent Supply Chain Networks

Performance Analysis of Intelligent Supply Chain Networks PDF Author: Ajith Kumar Narayanan Parlikad
Publisher:
ISBN:
Category :
Languages : en
Pages : 65

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Book Description
Keywords: e-commerce, intelligent supply chains, logistics.

Performance Analysis of Intelligent Supply Chain Networks

Performance Analysis of Intelligent Supply Chain Networks PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Book Description
Supply Chain Management has become the primary competitive weapon in many industries. This thesis describes a model of intelligent supply chain networks that will improve information visibility and flow within the supply chain. In the proposed model, products will have the intelligence to direct themselves throughout the distribution network and will have the capability to be purchased and sold while in transit. The report gives an overview of the supporting technologies that make such a supply chain a reality. It is intended to provide a preliminary outlook at the various issues related to implementation and could be used for future research as a basis for building the infrastructure required for the new model. An effort has been made to provide a design structure for XML identification tags, which will be one of the most critical components of the system. In addition to that, this report will describe the results of a simulation analysis using a model of a hypothetical public logistics network covering the southeastern United States. The network consists of 36 nodes representing the public distribution centers and 59 arcs, which represents various interstate highways connecting them. The simulations help identify the critical parameters associated with the material flow through the network and provide an insight into the capacity requirement of the public distribution centers. The results of the simulations will be used as a benchmark for future research and development associated with building an actual negotiating agent model.

Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods

Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods PDF Author: Minis, Ioannis
Publisher: IGI Global
ISBN: 1615206345
Category : Business & Economics
Languages : en
Pages : 338

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Book Description
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.

AI and Machine Learning Impacts in Intelligent Supply Chain

AI and Machine Learning Impacts in Intelligent Supply Chain PDF Author: Pandey, Binay Kumar
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 335

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Book Description
Businesses are facing an unprecedented challenge - the urgent need to adapt and thrive in a world where intelligent factories and supply chains are the new norm. The digital transformation of supply chains is essential for staying competitive, but it is a complex journey fraught with uncertainties. How can organizations harness the power of emerging technologies like Artificial Intelligence (AI) and Machine Learning (ML) to increase profitability, cut supply chain costs, elevate customer service, and optimize their networks? The answers to these questions are crucial for business survival and success. AI and Machine Learning Impacts in Intelligent Supply Chain is a groundbreaking book that offers a comprehensive solution to the challenges posed by the Industry 4.0 revolution. This book is your indispensable guide to navigating the intricate world of supply chain digital transformation using innovative technologies. It provides real-world examples and insights that illustrate how AI and ML are the keys to solving complex supply chain problems, from inventory management to route optimization and beyond. Whether you are an academic scholar seeking to delve into the impact of AI and ML on supply chain management or a business leader striving to gain a competitive edge, this book is tailored to meet your needs.

Electronic Supply Network Coordination in Intelligent and Dynamic Environments: Modeling and Implementation

Electronic Supply Network Coordination in Intelligent and Dynamic Environments: Modeling and Implementation PDF Author: Mahdavi, Iraj
Publisher: IGI Global
ISBN: 1605668095
Category : Business & Economics
Languages : en
Pages : 434

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Book Description
"This book presents cutting-edge knowledge on scientific approaches to the management of supply networks in a highly informed global environment with abundant dynamic and uncertain challenges"--Provided by publisher.

Management Innovations for Intelligent Supply Chains

Management Innovations for Intelligent Supply Chains PDF Author: Wang, John
Publisher: IGI Global
ISBN: 1466624620
Category : Business & Economics
Languages : en
Pages : 399

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Book Description
The effective use of business intelligence, communication, and productivity applications for supply chain management are essential for the achievement and analysis of information sharing. Management Innovations for Intelligent Supply Chains provides comprehensive coverage in the latest research and developments of supply chain management. This reference collection provides research, methodologies, and frameworks of the incorporation of information systems to better support supply chain management.

SMART Supply Network

SMART Supply Network PDF Author: Arkadiusz Kawa
Publisher: Springer
ISBN: 3319916688
Category : Business & Economics
Languages : en
Pages : 256

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Book Description
This book describes approaches, opinions, and concepts for new and emerging solutions and technologies that could be successfully applied in the configuration, optimization and management of supply networks in the highly volatile environment of today’s global economy. It features numerous case studies and quantitative research from different sectors and different countries. The authors, which include academics and managers alike, present tips on technical, organizational, financial and social aspects of implementing the new SMART solution. Dynamic and changing market conditions have made it necessary for companies to act in networks to maintain their competitive position. Accordingly, they have to adapt their own actions to those of other market players, which requires a SMART attitude: today’s supply networks need to be Sustainable, Modern, Adaptive, Robust and innovative Technology-oriented. For example, this concerns making decisions about the extent to which a business model should be green or lean. In turn, these decisions impact logistics, IT, environmental issues and co-operation between suppliers, customers, competitors, and complementors.

Supply Chain Performance Evaluation

Supply Chain Performance Evaluation PDF Author: Farhad Hosseinzadeh Lotfi
Publisher: Springer Nature
ISBN: 3031282477
Category : Computers
Languages : en
Pages : 453

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Book Description
The authors of this book tried to make these experiences available to those interested, considering the experience of several years of training, research, and implementation of projects in the supply chain performance evaluation field. This book intends to identify the current performance and competitive position of that supply chain compared to other supply chains by presenting and reviewing the techniques and models for measuring the efficiency and performance of the supply chain. Determining the performance of a supply chain is a good description of the status quo (what is). Determining the performance of a supply chain is useful for describing the past and present of supply chain processes, and on the other hand, it can be used to set performance goals and initiate the improvement process. To realize this, a strategic framework or model is needed to be able to extract indicators related to the efficiency of the supply chain and design the appropriate model.

Frontier-Based Performance Analysis Models for Supply Chain Management

Frontier-Based Performance Analysis Models for Supply Chain Management PDF Author: Per J. Agrell
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
Effective supply chain management relies on information integration and implementation of best practice techniques across the chain. Supply chains are examples of complex multi-stage systems with temporal and causal interrelations, operating multi-input and multi-output production and services under utilization of fixed and variable resources. Acknowledging the lack of system's view, the need to identify system-wide and individual effects as well as incorporating a coherent set of performance metrics, the recent literature reports on an increasing, but yet limited, number of applications of frontier analysis models (e.g. DEA) for the performance assessment of supply chains or networks. The relevant models in this respect are multi-stage models with various assumptions on the intermediate outputs and inputs, enabling the derivation of metrics for technical and cost efficiencies for the system as well as the autonomous links. This paper reviews the state of the art in network DEA modeling, in particular two-stage models, along with a critical review of the advanced applications that are reported in terms of the consistency of the underlying assumptions and the results derived. Consolidating current work in this range using the unified notations and comparison of the properties of the presented models, the paper is closed with recommendations for future research in terms of both theory and application.

Intelligent Agrifood Chains and Networks

Intelligent Agrifood Chains and Networks PDF Author: Michael A. Bourlakis
Publisher: John Wiley & Sons
ISBN: 1444339885
Category : Technology & Engineering
Languages : en
Pages : 313

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Book Description
Food has a fundamental position in society, ensuring health, happiness and political stability. Consequently, the management of food chains and networks is one of the most important aspects of the modern food industry. Yet food is difficult to handle along long supply chains, with a limited window for storage and handling time, and the risk of spoiling if incorrectly handled or processed. These issues can lead to logistical problems that can severely affect product quality and freshness. Intelligent Agrifood Chains and Networks offers a timely discussion of the current state of food logistics, and indicates the major ICT problems that can occur during production, warehousing, transportation and retailing. Emphasis is given to new technologies and intelligent systems that are able to process time-dependent information, handle emergencies, and support logistics operations in food management. In particular, the authors show how telematics and RFID can be implemented in the supply chain. The book also includes real-life case studies, in which actual food logistics problems and their solutions are presented, demonstrating how systemic and logistics approaches may be combined. The book is directed at academics, researchers, and students seeking the necessary background in terms of the interplay between the food supply chain and ICT. Its comprehensive review of current issues in the food supply chain will be of interest to managers and technicians working in the food industry, while its technological focus will be invaluable to food scientists and technologists working in research and industry environments.