Advances In Computational Intelligence In Transport Logistics And Supply Chain Management

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Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management

Author : Andreas Fink
Publisher : Springer Science & Business Media
ISBN 13 : 3540690247
Total Pages : 280 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management by : Andreas Fink

Download or read book Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management written by Andreas Fink and published by Springer Science & Business Media. This book was released on 2008 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book at hand presents a careful selection of relevant applications of CI methods for transport, logistics, and supply chain management problems. The chapters illustrate the current state-of-the-art in the application of CI methods in these fields and should help and inspire researchers and practitioners to apply and develop efficient methods. A few contributions in this book are extended versions of papers presented at EvoTransLog2007: The First European Workshop on Evolutionary Computation in Transportation and Logistics which was held in Valencia, Spain, in 2007. The majority of contributions are from additional, specially selected researchers, who have done relevant work in different areas of transport, logistics, and supply chain management. The goal is to broadly cover representative applications in these fields as well as different types of solution approaches. On the application side, the contributions focus on design of traffic and transportation networks, vehicle routing, and other important aspects of supply chain management such as inventory management, lot sizing, and lot scheduling. On the method side, the contributions deal with evolutionary algorithms, local search approaches, and scatter search combined with other CI techniques such as neural networks or fuzzy approaches. The book is structured according to the application domains. Thus, it has three parts dealing with traffic and transportation networks, vehicle routing, and supply chain management.

Computational Intelligence in Logistics and Supply Chain Management

Author : Thomas Hanne
Publisher : Springer
ISBN 13 : 3319407228
Total Pages : 190 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Computational Intelligence in Logistics and Supply Chain Management by : Thomas Hanne

Download or read book Computational Intelligence in Logistics and Supply Chain Management written by Thomas Hanne and published by Springer. This book was released on 2016-07-27 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with complex problems in the fields of logistics and supply chain management and discusses advanced methods, especially from the field of computational intelligence (CI), for solving them. The first two chapters provide general introductions to logistics and supply chain management on the one hand, and to computational intelligence on the other hand. The subsequent chapters cover specific fields in logistics and supply chain management, work out the most relevant problems found in those fields, and discuss approaches for solving them. Chapter 3 discusses problems in the field of production and inventory management. Chapter 4 considers planning activities on a finer level of granularity which is usually denoted as scheduling. In chapter 5 problems in transportation planning such as different types of vehicle routing problems are considered. While chapters 3 to 5 rather discuss planning problems which appear on an operative level, chapter 6 discusses the strategic problem of designing a supply chain or network. The final chapter provides an overview of academic and commercial software and information systems for the discussed applications. There appears to be a gap between general textbooks on logistics and supply chain management and more specialized literature dealing with methods for computational intelligence, operations research, etc., for solving the complex operational problems in these fields. For readers, it is often difficult to proceed from introductory texts on logistics and supply chain management to the sophisticated literature which deals with the usage of advanced methods. This book fills this gap by providing state-of-the-art descriptions of the corresponding problems and suitable methods for solving them.

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

Author : Minis, Ioannis
Publisher : IGI Global
ISBN 13 : 1615206345
Total Pages : 338 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods by : Minis, Ioannis

Download or read book Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods written by Minis, Ioannis and published by IGI Global. This book was released on 2010-12-31 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computational Intelligence Techniques for Sustainable Supply Chain Management

Author : Sanjoy Kumar Paul
Publisher : Elsevier
ISBN 13 : 0443184658
Total Pages : 470 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Computational Intelligence Techniques for Sustainable Supply Chain Management by : Sanjoy Kumar Paul

Download or read book Computational Intelligence Techniques for Sustainable Supply Chain Management written by Sanjoy Kumar Paul and published by Elsevier. This book was released on 2024-06-03 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable supply chain management involves integrating environmentally and financially viable practices into the complete supply chain lifecycle, from product design and development to material selection and sourcing, manufacturing, packaging, transportation, and distribution. A sustainable supply chain ensures balance between economic, social, and environmental performances – such as better assurance of human rights, ethical work practices, carbon footprint reduction, waste management, and resource efficiency. Computational Intelligence Techniques for Sustainable Supply Chain Management presents state-of-the-art computational intelligence techniques and applications for supply chain sustainability issues and logistic problems, filling the gap between general textbooks on sustainable supply chain management and more specialized literature dealing with methods for computational intelligence. This book focuses on addressing problems in advanced topics in the sustainable supply chain, and will appeal to practitioners, managers, researchers, academicians, students, and professionals interested in sustainable logistics, sustainable procurement, sustainable manufacturing, sustainable inventory and production management, sustainable scheduling, sustainable transportation, and sustainable network design. Serves as a reference on computational intelligence–enabled sustainable supply chains for graduate students in computer/data science, industrial engineering, industrial ecology, and business Explores key topics in sustainable supply chain informatics, that is, heuristics, metaheuristics, robotics, simulation, machine learning, big data analytics and artificial intelligence Provides a foundation for industry leaders and professionals to understand recent and cutting-edge methodologies and technologies in the domain of sustainable supply chain powered by computational intelligence techniques

Advances in Computational Logistics and Supply Chain Analytics

Author : Ibraheem Alharbi
Publisher : Springer
ISBN 13 : 9783031500350
Total Pages : 0 pages
Book Rating : 4.5/5 (3 download)

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Book Synopsis Advances in Computational Logistics and Supply Chain Analytics by : Ibraheem Alharbi

Download or read book Advances in Computational Logistics and Supply Chain Analytics written by Ibraheem Alharbi and published by Springer. This book was released on 2024-04-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides advances in computational logistics and supply chain analytics. The authors include innovative data-driven and learning-based approaches, methods, algorithms, techniques, and tools that have been designed or applied to create and implement a successful logistics and supply chain management process. This book highlights the state of the art and challenges related to the design and the application of computational methods to solve logistic and supply chain management problems. The authors present recent computational logistic methods and supply chain analytics techniques designed and applied to support managers in improving such complex processes. This book broadly covers recent computational methods and techniques applied to ensure continuous improvement of transport, logistic, and supply chain management processes. Readers can rapidly explore these new methods and their applications to solve such complex problems.

Supply Chain Optimization, Design, and Management

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (958 download)

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Book Synopsis Supply Chain Optimization, Design, and Management by :

Download or read book Supply Chain Optimization, Design, and Management written by and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents computational intelligence methods for addressing supply chain issues, emphasizing techniques that provide effective solutions to complex supply chain problems and exhibit superior performance to other methods of operations research"--Provided by publisher.

Artificial Intelligence in Supply Chain Management. Opportunities and risks of digitalisation

Author : Johannes Hangl
Publisher : GRIN Verlag
ISBN 13 : 3346603822
Total Pages : 134 pages
Book Rating : 4.3/5 (466 download)

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Book Synopsis Artificial Intelligence in Supply Chain Management. Opportunities and risks of digitalisation by : Johannes Hangl

Download or read book Artificial Intelligence in Supply Chain Management. Opportunities and risks of digitalisation written by Johannes Hangl and published by GRIN Verlag. This book was released on 2022-03-09 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master's Thesis from the year 2020 in the subject Business economics - Supply, Production, Logistics, , language: English, abstract: Industrialisation has greatly changed people's lives since the eighteenth century. At that time, the focus of activities shifted from the physical to the cognitive. We are now in the fourth industrial revolution. Through the development of ever better artificial systems, more and more cognitive activities are being carried out by machines. But what exactly does artificial intelligence mean? What changes has it already created in supply chain management and what is still possible in the future? What are the risks associated with advancing digitalisation? In his publication, Johannes Hangl creates a comprehensive picture of the status of current and future developments as well as trends in the use of artificial intelligence. He shows what possibilities, effects, opportunities and risks it has for supply chain management. From the contents: - AI; - Internet of Things; - Logistics; - Cyber-Physical Systems

Artificial Intelligence in Supply Chain Management

Author : Calvin Klein
Publisher : Cuvillier Verlag
ISBN 13 : 3736968817
Total Pages : 95 pages
Book Rating : 4.7/5 (369 download)

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Book Synopsis Artificial Intelligence in Supply Chain Management by : Calvin Klein

Download or read book Artificial Intelligence in Supply Chain Management written by Calvin Klein and published by Cuvillier Verlag. This book was released on 2023-10-06 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: As Artificial Intelligence (AI) continues to revolutionize industries worldwide, its omnipresence becomes increasingly evident in Supply Chain Management (SCM). This Consortium Study, conducted by the Institute of Supply Chain Management (ISCMHSG) at the University of St.Gallen and its promotional association, examines the integration of AI in SCM and aims to address the gap between expectations and reality. The study provides a knowledge foundation to assist supply chain managers in developingrealistic expectations of this technology. Considering the rapid advancement of AI technologies and their potential impact on SCM, this study explores the current state of AI in SCM and analyzes the disparity between expectations and reality. Through a comprehensive market analysis of AI solutions offered in SCM, opportunities for improvement are identified. The study focuses on aligning expectations and reality by fostering a better understanding of the capabilities of AI in SCM. Additionally, the study investigates obstacles to successful AI integration, including data quality, integration challenges, and unrealistic expectations of potential benefits. Through the collaborative efforts of the participating organizations, this Consortium Study offers a collective understanding of the current state of AI in SCM. It serves as a valuable resource for industry professionals, and academia facilitating the successful integration of AI and driving operational excellence in SCM.

Computational Intelligence in Logistik und Supply Chain Management

Author : Thomas Hanne
Publisher :
ISBN 13 : 9783031214523
Total Pages : 0 pages
Book Rating : 4.2/5 (145 download)

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Book Synopsis Computational Intelligence in Logistik und Supply Chain Management by : Thomas Hanne

Download or read book Computational Intelligence in Logistik und Supply Chain Management written by Thomas Hanne and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Distributed Computing, Systems and Applications

Author : Costin Badica
Publisher : Springer Science & Business Media
ISBN 13 : 3540852565
Total Pages : 319 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Intelligent Distributed Computing, Systems and Applications by : Costin Badica

Download or read book Intelligent Distributed Computing, Systems and Applications written by Costin Badica and published by Springer Science & Business Media. This book was released on 2008-08-25 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents the peer-reviewed proceedings of the Second International Symposium on Intelligent Distributed Computing – IDC 2008 held in Catania, Italy during September 18-19, 2008. The 35 contributions in this book address many topics related to intelligent and distributed computing, systems and applications, including: adaptivity and learning; agents and multi-agent systems; argumentation; auctions; case-based reasoning; collaborative systems; data structures; distributed algorithms; formal modeling and verification; genetic and immune algorithms; grid computing; information extraction, annotation and integration; network and security protocols; mobile and ubiquitous computing; ontologies and metadata; P2P computing; planning; recommender systems; rules; semantic Web; services and processes; trust and social computing; virtual organizations; wireless networks; XML technologies.

Dynamic Perspectives on Managerial Decision Making

Author : Herbert Dawid
Publisher : Springer
ISBN 13 : 3319391208
Total Pages : 518 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Dynamic Perspectives on Managerial Decision Making by : Herbert Dawid

Download or read book Dynamic Perspectives on Managerial Decision Making written by Herbert Dawid and published by Springer. This book was released on 2016-09-15 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume collects research papers addressing topical issues in economics and management with a particular focus on dynamic models which allow to analyze and foster the decision making of firms in dynamic complex environments. The scope of the contributions ranges from daily operational challenges firms face to strategic choices in dynamic industry environments and the analysis of optimal growth paths. The volume also highlights recent methodological developments in the areas of dynamic optimization, dynamic games and meta-heuristics, which help to improve our understanding of (optimal) decision making in a fast evolving economy.

Arc Routing

Author : Angel Corberan
Publisher : SIAM
ISBN 13 : 161197366X
Total Pages : 404 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis Arc Routing by : Angel Corberan

Download or read book Arc Routing written by Angel Corberan and published by SIAM. This book was released on 2014-12-01 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough and up-to-date discussion of arc routing by world-renowned researchers. Organized by problem type, the book offers a rigorous treatment of complexity issues, models, algorithms, and applications. Arc Routing: Problems, Methods, and Applications?opens with a historical perspective of the field and is followed by three sections that cover complexity and the Chinese Postman and the Rural Postman problems; the Capacitated Arc Routing Problem and routing problems with min-max and profit maximization objectives; and important applications, including meter reading, snow removal, and waste collection.?

Logistics 4.0 and Future of Supply Chains

Author : İsmail İyigün
Publisher : Springer Nature
ISBN 13 : 9811656444
Total Pages : 287 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Logistics 4.0 and Future of Supply Chains by : İsmail İyigün

Download or read book Logistics 4.0 and Future of Supply Chains written by İsmail İyigün and published by Springer Nature. This book was released on 2021-11-14 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed theoretical background of Logistics 4.0 using real-world examples and case studies and proposes a methodological framework to understand the technological revolutions happening in the present day from the perspective of logistics management. With the fourth industrial revolution, new technologies, such as artificial intelligence, cloud computing, 3D printers and the Internet of Things started to take greater prominence in the world of business. One of the sectors most affected by changes brought on by this Industry 4.0 is logistics, which has given rise to the concept of Logistics 4.0. Covering a wide range of topics on Logistics 4.0, such as warehousing, big data, 3D printing, robotics and cloud computing, this book would be a valuable read for those involved in logistics management, academics and students in the areas of supply chain management, logistics, industry 4, and big data. .

Bio-inspired Algorithms for the Vehicle Routing Problem

Author : Francisco Baptista Pereira
Publisher : Springer
ISBN 13 : 3540851526
Total Pages : 224 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Bio-inspired Algorithms for the Vehicle Routing Problem by : Francisco Baptista Pereira

Download or read book Bio-inspired Algorithms for the Vehicle Routing Problem written by Francisco Baptista Pereira and published by Springer. This book was released on 2008-09-10 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: The vehicle routing problem (VRP) is one of the most famous combinatorial optimization problems. In simple terms, the goal is to determine a set of routes with overall minimum cost that can satisfy several geographical scattered - mands. A ?eet of vehicles located in one or more depots is available to ful?ll the requests. A large number of variants exist, adding di?erent constraints to the original de?nition. Some examples are related to the number of depots, the ordering for visiting the customers or to time windows specifying a desirable period to arrive to a given location. The original version of this problem was proposed by Dantzig and Ramser in 1959 [1]. In their seminal paper, the authors address the calculation of a set of optimal routes for a ?eet of gasoline delivery trucks. Since then, the VRP has attractedtheattentionofalargenumberofresearchers.Aconsiderablepartofits success is a consequence of its practical interest, as it resembles many real-world problems faced everyday by distribution and transportation companies, just to mention a few applications areas. In this context, the development of e?cient optimization techniques is crucial. They are able to provide new and enhanced solutionstologisticoperations,andmaythereforeleadtoasubstantialreduction in costs for companies. Additionally, and from a research oriented perspective, the VRP is a challenging NP-hard problem providing excellent benchmarks to access the e?ciency of new global optimization algorithms.

Artificial Intelligence Techniques for Computer Graphics

Author : Dimitri Plemenos
Publisher : Springer
ISBN 13 : 3540851283
Total Pages : 220 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Artificial Intelligence Techniques for Computer Graphics by : Dimitri Plemenos

Download or read book Artificial Intelligence Techniques for Computer Graphics written by Dimitri Plemenos and published by Springer. This book was released on 2008-09-11 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this volume is to present current work of the Intelligent Computer Graphics community, a community growing up year after year. Indeed, if at the beg- ning of Computer Graphics the use of Artificial Intelligence techniques was quite unknown, more and more researchers all over the world are nowadays interested in intelligent techniques allowing substantial improvements of traditional Computer Graphics methods. The other main contribution of intelligent techniques in Computer Graphics is to allow invention of completely new methods, often based on automation of a lot of tasks assumed in the past by the user in an imprecise and (human) time consuming manner. The history of research in Computer Graphics is very edifying. At the beginning, due to the slowness of computers in the years 1960, the unique research concern was visualisation. The purpose of Computer Graphics researchers was to find new visua- sation algorithms, less and less time consuming, in order to reduce the enormous time required for visualisation. A lot of interesting algorithms were invented during these first years of research in Computer Graphics. The scenes to be displayed were very simple because the computing power of computers was very low. So, scene modelling was not necessary and scenes were designed directly by the user, who had to give co-ordinates of vertices of scene polygons.

The Art of Structuring

Author : Katrin Bergener
Publisher : Springer
ISBN 13 : 3030062341
Total Pages : 536 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis The Art of Structuring by : Katrin Bergener

Download or read book The Art of Structuring written by Katrin Bergener and published by Springer. This book was released on 2019-01-25 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structuring, or, as it is referred to in the title of this book, the art of structuring, is one of the core elements in the discipline of Information Systems. While the world is becoming increasingly complex, and a growing number of disciplines are evolving to help make it a better place, structure is what is needed in order to understand and combine the various perspectives and approaches involved. Structure is the essential component that allows us to bridge the gaps between these different worlds, and offers a medium for communication and exchange. The contributions in this book build these bridges, which are vital in order to communicate between different worlds of thought and methodology – be it between Information Systems (IS) research and practice, or between IS research and other research disciplines. They describe how structuring can be and should be done so as to foster communication and collaboration. The topics covered reflect various layers of structure that can serve as bridges: models, processes, data, organizations, and technologies. In turn, these aspects are complemented by visionary outlooks on how structure influences the field.

Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

Author : Lihui Wang
Publisher : Springer Science & Business Media
ISBN 13 : 0857296523
Total Pages : 502 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Multi-objective Evolutionary Optimisation for Product Design and Manufacturing by : Lihui Wang

Download or read book Multi-objective Evolutionary Optimisation for Product Design and Manufacturing written by Lihui Wang and published by Springer Science & Business Media. This book was released on 2011-09-06 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing complexity and dynamism in today’s product design and manufacturing, more optimal, robust and practical approaches and systems are needed to support product design and manufacturing activities. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing presents a focused collection of quality chapters on state-of-the-art research efforts in multi-objective evolutionary optimisation, as well as their practical applications to integrated product design and manufacturing. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing consists of two major sections. The first presents a broad-based review of the key areas of research in multi-objective evolutionary optimisation. The second gives in-depth treatments of selected methodologies and systems in intelligent design and integrated manufacturing. Recent developments and innovations in multi-objective evolutionary optimisation make Multi-objective Evolutionary Optimisation for Product Design and Manufacturing a useful text for a broad readership, from academic researchers to practicing engineers.