robustness analysis in decision aiding optimization and analytics international series in operations research management science

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Robustness Analysis In Decision Aiding Optimization And Analytics

Author : Michael Doumpos
ISBN : 9783319331218
Genre : Business & Economics
File Size : 60. 59 MB
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This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies. Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a “big-data'” era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools.

Service Orientation In Holonic And Multi Agent Manufacturing

Author : Theodor Borangiu
ISBN : 9783319737515
Genre : Computers
File Size : 65. 46 MB
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This book gathers the peer-reviewed papers presented at the seventh edition of the international workshop "Service Orientation in Holonic and Multi-Agent Manufacturing - SOHOMA'17", held on October 19-20, 2017 and organized by the University of Nantes, France in collaboration with the CIMR Research Centre in Computer Integrated Manufacturing and Robotics at the University Politehnica of Bucharest, Romania, the LAMIH Laboratory of Industrial and Human Automation Control, Mechanical Engineering and Computer Science at the University of Valenciennes and Hainaut-Cambrésis, France and the CRAN Research Centre for Automatic Control, Nancy at the University of Lorraine, France. The main objective of SOHOMA'17 was to foster innovation in smart and sustainable manufacturing and logistics systems and in this context to promote concepts, methods and solutions addressing trends in service orientation of agent-based control technologies with distributed intelligence. The book is organized in eight parts, each with a number of chapters describing research in current domains of the digital transformation in manufacturing and trends in future service and computing oriented manufacturing control: Part 1: Advanced Manufacturing Control, Part 2: Big Data Management, Part 3: Cyber-Physical Production Systems, Part 4: Cloud- and Cyber-Physical Systems for Smart and Sustainable Manufacturing, Part 5: Simulation for Physical Internet and Intelligent & Sustainable Logistics Systems, Part 6: Formal Methods and Advanced Scheduling for Future Industrial Systems, Part 7: Applications and Demonstrators, Part 8: Production and Logistic Control Systems. The contributions focus on how the digital transformation, such as the one advocated by "Industry 4.0" or "Industry of the future" concepts, can improve the maintainability and the sustainability of manufacturing processes, products, and logistics. Digital transformation relates to the interaction between the physical and informational worlds and is realized by virtualization of products, processes and resources managed as services.

Multicriteria And Clustering

Author : Zacharoula Andreopoulou
ISBN : 9783319555652
Genre : Business & Economics
File Size : 87. 57 MB
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This book provides an introduction to operational research methods and their application in the agrifood and environmental sectors. It explains the need for multicriteria decision analysis and teaches users how to use recent advances in multicriteria and clustering classification techniques in practice. Further, it presents some of the most common methodologies for statistical analysis and mathematical modeling, and discusses in detail ten examples that explain and show “hands-on” how operational research can be used in key decision-making processes at enterprises in the agricultural food and environmental industries. As such, the book offers a valuable resource especially well suited as a textbook for postgraduate courses.

Decision Sciences

Author : Raghu Nandan Sengupta
ISBN : 9781351727402
Genre : Business & Economics
File Size : 52. 67 MB
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This handbook is an endeavour to cover many current, relevant, and essential topics related to decision sciences in a scientific manner. Using this handbook, graduate students, researchers, as well as practitioners from engineering, statistics, sociology, economics, etc. will find a new and refreshing paradigm shift as to how these topics can be put to use beneficially. Starting from the basics to advanced concepts, authors hope to make the readers well aware of the different theoretical and practical ideas, which are the focus of study in decision sciences nowadays. It includes an excellent bibliography/reference/journal list, information about a variety of datasets, illustrated pseudo-codes, and discussion of future trends in research. Covering topics ranging from optimization, networks and games, multi-objective optimization, inventory theory, statistical methods, artificial neural networks, times series analysis, simulation modeling, decision support system, data envelopment analysis, queueing theory, etc., this reference book is an attempt to make this area more meaningful for varied readers. Noteworthy features of this handbook are in-depth coverage of different topics, solved practical examples, unique datasets for a variety of examples in the areas of decision sciences, in-depth analysis of problems through colored charts, 3D diagrams, and discussions about software.

Trends In Multiple Criteria Decision Analysis

Author : Salvatore Greco
ISBN : 9781441959041
Genre : Business & Economics
File Size : 61. 84 MB
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Multiple Criteria Decision Making (MCDM) is the study of methods and procedures by which concerns about multiple conflicting criteria can be formally incorporated into the management planning process. A key area of research in OR/MS, MCDM is now being applied in many new areas, including GIS systems, AI, and group decision making. This volume is in effect the third in a series of Springer books by these editors (all in the ISOR series), and it brings all the latest developments in MCDM into focus. Looking at developments in the applications, methodologies and foundations of MCDM, it presents research from leaders in the field on such topics as Problem Structuring Methodologies; Measurement Theory and MCDA; Recent Developments in Evolutionary Multiobjective Optimization; Habitual Domains and Dynamic MCDM in Changeable Spaces; Stochastic Multicriteria Acceptability Analysis; and many more chapters.

Entscheidungsverfahren F R Komplexe Probleme

Author : Rudolf Grünig
ISBN : 9783642314605
Genre : Business & Economics
File Size : 86. 99 MB
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Entscheidungen von großer Tragweite zu treffen, gehört zu den wichtigsten Aufgaben von Führungskräften. Meist handelt es sich um komplexe Entscheidungen. Die Autoren stellen ein Verfahren vor, um komplexe Probleme schrittweise zu bearbeiten. Besonderes Augenmerk gilt der Problemanalyse, der Variantenentwicklung und der Erarbeitung der Entscheidungsmatrix. Die Inhalte sind fundiert und praxisnah dargestellt, für die Neuauflage wurden sie überarbeitet und erweitert. Ein Praxis-Leitfaden, der Managern hilft, die richtigen Entscheidungen zu treffen.

Prozess Zur L Sung Komplexer Entscheidungsprobleme

Author : Rudolf Grünig
ISBN : 9783662530023
Genre : Business & Economics
File Size : 68. 95 MB
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Entscheidungen von großer Tragweite zu treffen, gehört zu den wichtigsten Aufgaben von Führungskräften. Meist handelt es sich um komplexe Entscheidungen. Die Autoren stellen ein Verfahren vor, um komplexe Probleme schrittweise zu bearbeiten. Besonderes Augenmerk gilt der Problemanalyse, der Variantenentwicklung und der Erarbeitung der Entscheidungsmatrix. Die Inhalte sind fundiert und praxisnah dargestellt, für die Neuauflage wurden sie überarbeitet und erweitert. Ein Praxis-Leitfaden, der Managern hilft, die richtigen Entscheidungen zu treffen.

Encyclopedia Of Business Analytics And Optimization

Author : Wang, John
ISBN : 9781466652033
Genre : Business & Economics
File Size : 58. 3 MB
Format : PDF, ePub, Docs
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As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.

Dissertation Abstracts International

Author :
ISBN : STANFORD:36105123442571
Genre : Science
File Size : 72. 66 MB
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Relationen Und Graphen

Author : Gunther Schmidt
ISBN : 9783642836084
Genre : Mathematics
File Size : 76. 56 MB
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Dieses Buch gibt eine neuartige systematische Darstellung der Diskreten Mathematik; sie orientiert sich an Methoden der Relationenalgebra. Ähnlich wie man es sonst nur für die weit entwickelte Analysis im kontinuierlichen Fall und die Matrizenrechnung gewohnt ist, stellt dieses Buch auch für die Behandlung diskreter Probleme geeignete Techniken und Hilfsmittel sowie eine einheitliche Theorie bereit. Die einzelnen Kapitel beginnen jeweils mit anschaulichen und motivierenden Beispielen und behandeln anschließend den Stoff in mathematischer Strenge. Es folgen jeweils praktische Anwendungen. Diese entstammen der Semantik der Programmierung, der Programmverifikation, dem Datenbankbereich, der Spieltheorie oder der Theorie der Zuordnungen und Überdeckungen aus der Graphentheorie; sie reichen aber auch bis zu rein mathematischen "Anwendungen" wie der transfiniten Induktion. Im Anhang ist dem Buch eine Einführung in die Boolesche Algebra und in die Axiomatik der Relationenalgebra beigegeben, sowie ein Abriß der Fixpunkt- und Antimorphismen-Theorie.

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