Large Scale Group Decision Making

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Large-Scale Group Decision-Making

Author : Su-Min Yu
Publisher : Springer Nature
ISBN 13 : 9811678898
Total Pages : 195 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Large-Scale Group Decision-Making by : Su-Min Yu

Download or read book Large-Scale Group Decision-Making written by Su-Min Yu and published by Springer Nature. This book was released on 2022-01-03 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores clustering operations in the context of social networks and consensus-reaching paths that take into account non-cooperative behaviors. This book focuses on the two key issues in large-scale group decision-making: clustering and consensus building. Clustering aims to reduce the dimension of a large group. Consensus reaching requires that the divergent individual opinions of the decision makers converge to the group opinion. This book emphasizes the similarity of opinions and social relationships as important measurement attributes of clustering, which makes it different from traditional clustering methods with single attribute to divide the original large group without requiring a combination of the above two attributes. The proposed consensus models focus on the treatment of non-cooperative behaviors in the consensus-reaching process and explores the influence of trust loss on the consensus-reaching process.The logic behind is as follows: firstly, a clustering algorithm is adopted to reduce the dimension of decision-makers, and then, based on the clusters’ opinions obtained, a consensus-reaching process is carried out to obtain a decision result acceptable to the majority of decision-makers. Graduates and researchers in the fields of management science, computer science, information management, engineering technology, etc., who are interested in large-scale group decision-making and consensus building are potential audience of this book. It helps readers to have a deeper and more comprehensive understanding of clustering analysis and consensus building in large-scale group decision-making.

Double Hierarchy Linguistic Term Set and Its Extensions

Author : Xunjie Gou
Publisher : Springer Nature
ISBN 13 : 3030513203
Total Pages : 206 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Double Hierarchy Linguistic Term Set and Its Extensions by : Xunjie Gou

Download or read book Double Hierarchy Linguistic Term Set and Its Extensions written by Xunjie Gou and published by Springer Nature. This book was released on 2020-06-23 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the concept of the double hierarchy linguistic term set and its extensions, which can deal with dynamic and complex decision-making problems. With the rapid development of science and technology and the acceleration of information updating, the complexity of decision-making problems has become increasingly obvious. This book provides a comprehensive and systematic introduction to the latest research in the field, including measurement methods, consistency methods, group consensus and large-scale group consensus decision-making methods, as well as their practical applications. Intended for engineers, technicians, and researchers in the fields of computer linguistics, operations research, information science, management science and engineering, it also serves as a textbook for postgraduate and senior undergraduate university students.

Optimization—Theory and Practice

Author : Wilhelm Forst
Publisher : Springer Science & Business Media
ISBN 13 : 0387789766
Total Pages : 420 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Optimization—Theory and Practice by : Wilhelm Forst

Download or read book Optimization—Theory and Practice written by Wilhelm Forst and published by Springer Science & Business Media. This book was released on 2010-07-26 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization is a field important in its own right but is also integral to numerous applied sciences, including operations research, management science, economics, finance and all branches of mathematics-oriented engineering. Constrained optimization models are one of the most widely used mathematical models in operations research and management science. This book gives a modern and well-balanced presentation of the subject, focusing on theory but also including algorithims and examples from various real-world applications. Detailed examples and counter-examples are provided--as are exercises, solutions and helpful hints, and Matlab/Maple supplements.

Group Decision and Negotiation: A Multidisciplinary Perspective

Author : Danielle Costa Morais
Publisher : Springer Nature
ISBN 13 : 3030486419
Total Pages : 212 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Group Decision and Negotiation: A Multidisciplinary Perspective by : Danielle Costa Morais

Download or read book Group Decision and Negotiation: A Multidisciplinary Perspective written by Danielle Costa Morais and published by Springer Nature. This book was released on 2020-05-12 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on Group Decision and Negotiation, GDN 2020, which was planned to be held in Toronto, ON, Canada, during June 7–11, 2020. The conference was cancelled due to the Coronavirus pandemic. Nevertheless, it was decided to publish the proceedings, because the review process had already been completed at the time the cancellation was decided. The field of Group Decision and Negotiation focuses on decision processes with at least two participants and a common goal but conflicting individual goals. Research areas of Group Decision and Negotiation include electronic negotiations, experiments, the role of emotions in group decision and negotiations, preference elicitation and decision support for group decisions and negotiations, and conflict resolution principles. The 14 full papers presented in this volume were carefully reviewed and selected from 75 submissions. They were organized in topical sections named: Conflict Resolution, Preference Modeling for Group Decision and Negotiation, Intelligent Group Decision Making and Consensus Process, Collaborative Decision Making Processes.

Decision-Making Support Systems: Achievements and Challenges for the New Decade

Author : Mora, Manuel
Publisher : IGI Global
ISBN 13 : 1591400805
Total Pages : 435 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Decision-Making Support Systems: Achievements and Challenges for the New Decade by : Mora, Manuel

Download or read book Decision-Making Support Systems: Achievements and Challenges for the New Decade written by Mora, Manuel and published by IGI Global. This book was released on 2002-07-01 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The book presents state-of-the-art knowledge about decision-making support systems (DMSS). Its main goals are to provide a compendium of quality chapters on decision-making support systems that help diffuse scarce knowledge about effective methods and strategies for successfully designing, developing, implementing, and evaluating decision-making support systems, and to create an awareness among readers about the relevance of decision-making support systems in the current complex and dynamic management environment.

Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations

Author : Tong Wu
Publisher : Springer Nature
ISBN 13 : 9811981671
Total Pages : 372 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations by : Tong Wu

Download or read book Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations written by Tong Wu and published by Springer Nature. This book was released on 2023-01-23 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates in detail large-scale group decision-making (LSGDM) problem, which has gradually evolved from the traditional group decision-making problem and has attracted more and more attention in the age of big data. Pursuing a holistic approach, the book establishes a fundamental framework for LSGDM with uncertain and behavioral considerations. To address the behavioral uncertainty and complexity of large groups of decision-makers, this book mainly focuses on new solutions of LSGDM problems using the interval type-2 fuzzy uncertainty theory and social network analysis techniques, including the exploration of uncertain clustering analysis, the consideration of social relationships, especially trust relationships, the construction of consensus evolution networks, etc. The book is intended for researchers and postgraduates who are interested in complex group decision-making in the new media era. Authors also investigate the similar features between LSGDM problems and group recommendations to study the applications of LSGDM methods. After reading this book, readers will have a new understanding of the LSGDM study under the real complicated context.

Noise

Author : Daniel Kahneman
Publisher : Little, Brown
ISBN 13 : 031645138X
Total Pages : 429 pages
Book Rating : 4.3/5 (164 download)

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Book Synopsis Noise by : Daniel Kahneman

Download or read book Noise written by Daniel Kahneman and published by Little, Brown. This book was released on 2021-05-18 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Nobel Prize-winning author of Thinking, Fast and Slow and the coauthor of Nudge, a revolutionary exploration of why people make bad judgments and how to make better ones—"a tour de force” (New York Times). Imagine that two doctors in the same city give different diagnoses to identical patients—or that two judges in the same courthouse give markedly different sentences to people who have committed the same crime. Suppose that different interviewers at the same firm make different decisions about indistinguishable job applicants—or that when a company is handling customer complaints, the resolution depends on who happens to answer the phone. Now imagine that the same doctor, the same judge, the same interviewer, or the same customer service agent makes different decisions depending on whether it is morning or afternoon, or Monday rather than Wednesday. These are examples of noise: variability in judgments that should be identical. In Noise, Daniel Kahneman, Olivier Sibony, and Cass R. Sunstein show the detrimental effects of noise in many fields, including medicine, law, economic forecasting, forensic science, bail, child protection, strategy, performance reviews, and personnel selection. Wherever there is judgment, there is noise. Yet, most of the time, individuals and organizations alike are unaware of it. They neglect noise. With a few simple remedies, people can reduce both noise and bias, and so make far better decisions. Packed with original ideas, and offering the same kinds of research-based insights that made Thinking, Fast and Slow and Nudge groundbreaking New York Times bestsellers, Noise explains how and why humans are so susceptible to noise in judgment—and what we can do about it.

Social Network Large-Scale Decision-Making

Author : Zhijiao Du
Publisher : Springer Nature
ISBN 13 : 9819977940
Total Pages : 157 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Social Network Large-Scale Decision-Making by : Zhijiao Du

Download or read book Social Network Large-Scale Decision-Making written by Zhijiao Du and published by Springer Nature. This book was released on 2023-12-25 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the following three key topics in social network large-scale decision-making: structure-heterogeneous information fusion, clustering analysis with multiple measurement attributes, and consensus building considering trust loss. To address the aggregation and distance measurement of structure-heterogeneous evaluation information, we propose a fusion method based on trust and behavior analysis. Then, two clustering algorithms are put forward, including trust Cop-K-means clustering algorithm and compatibility distance-oriented off-center clustering algorithm. The above clustering algorithms emphasize the similarity of opinions and social relationships as important measurement attributes of clustering. Finally, this book explores the impact of trust loss originating from social relationships on the CRP and develops two consensus-reaching models, namely the improved minimum-cost consensus model that takes into account voluntary trust loss and the punishment-driven consensus-reaching model. Some case studies, a large number of numerical experiments, and comparative analyses are provided in this book to demonstrate the characteristics and advantages of the proposed methods and models. The authors encourage researchers, students, and enterprises engaged in social network analysis, group decision-making, multi-agent collaborative decision-making, and large-scale data processing to pay attention to the proposals presented in this book. After reading this book, the authors expect readers to have a deeper and more comprehensive understanding of social network large-scale decision-making. Inorder to make it more accurate for readers to understand the methods and models presented in this book, the authors strongly recommend that potential readers have a good research foundation in fuzzy soft computing, traditional clustering algorithms, basic mathematics knowledge, and other related preliminaries.

Convex Analysis and Nonlinear Optimization

Author : Jonathan Borwein
Publisher : Springer Science & Business Media
ISBN 13 : 0387312560
Total Pages : 316 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Convex Analysis and Nonlinear Optimization by : Jonathan Borwein

Download or read book Convex Analysis and Nonlinear Optimization written by Jonathan Borwein and published by Springer Science & Business Media. This book was released on 2010-05-05 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization is a rich and thriving mathematical discipline, and the underlying theory of current computational optimization techniques grows ever more sophisticated. This book aims to provide a concise, accessible account of convex analysis and its applications and extensions, for a broad audience. Each section concludes with an often extensive set of optional exercises. This new edition adds material on semismooth optimization, as well as several new proofs.

Large Group Decision Making

Author : Iván Palomares Carrascosa
Publisher : Springer
ISBN 13 : 3030010279
Total Pages : 132 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Large Group Decision Making by : Iván Palomares Carrascosa

Download or read book Large Group Decision Making written by Iván Palomares Carrascosa and published by Springer. This book was released on 2018-10-31 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SpringerBrief provides a pioneering, central point of reference for the interested reader in Large Group Decision Making trends such as consensus support, fusion and weighting of relevant decision information, subgroup clustering, behavior management, and implementation of decision support systems, among others. Based on the challenges and difficulties found in classical approaches to handle large decision groups, the principles, families of techniques, and newly related disciplines to Large-Group Decision Making (such as Data Science, Artificial Intelligence, Social Network Analysis, Opinion Dynamics, Behavioral and Cognitive Sciences), are discussed. Real-world applications and future directions of research on this novel topic are likewise highlighted.

Encyclopedia of Decision Making and Decision Support Technologies

Author : Adam, Frederic
Publisher : IGI Global
ISBN 13 : 1599048442
Total Pages : 1019 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Encyclopedia of Decision Making and Decision Support Technologies by : Adam, Frederic

Download or read book Encyclopedia of Decision Making and Decision Support Technologies written by Adam, Frederic and published by IGI Global. This book was released on 2008-04-30 with total page 1019 pages. Available in PDF, EPUB and Kindle. Book excerpt: As effective organizational decision making is a major factor in a company's success, a comprehensive account of current available research on the core concepts of the decision support agenda is in high demand by academicians and professionals. Through 110 authoritative contributions by over 160 of the world's leading experts the Encyclopedia of Decision Making and Decision Support Technologies presents a critical mass of research on the most up-to-date research on human and computer support of managerial decision making, including discussion on support of operational, tactical, and strategic decisions, human vs. computer system support structure, individual and group decision making, and multi-criteria decision making.

Decision Making and Business Performance

Author : Eric J. Bolland
Publisher : Edward Elgar Publishing
ISBN 13 : 1786430169
Total Pages : 311 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis Decision Making and Business Performance by : Eric J. Bolland

Download or read book Decision Making and Business Performance written by Eric J. Bolland and published by Edward Elgar Publishing. This book was released on 2018 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: This breakthrough study examines how business decisions explain successful and unsuccessful performance. Real world and academic research is evaluated, including interviews and cases studies, to create a model of how decisions and performance are connected for businesses of all sizes. Recommendations are made to optimize decision making and projections about the future of decision making and performance are provided.

Satisficing Games and Decision Making

Author : Wynn C. Stirling
Publisher : Cambridge University Press
ISBN 13 : 1139438298
Total Pages : 269 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Satisficing Games and Decision Making by : Wynn C. Stirling

Download or read book Satisficing Games and Decision Making written by Wynn C. Stirling and published by Cambridge University Press. This book was released on 2003-07-03 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: In our day-to-day lives we constantly make decisions which are simply 'good enough' rather than optimal. Most computer-based decision-making algorithms, on the other hand, doggedly seek only the optimal solution based on rigid criteria and reject any others. In this book, Professor Stirling outlines an alternative approach, using novel algorithms and techniques which can be used to find satisficing solutions. Building on traditional decision and game theory, these techniques allow decision-making systems to cope with more subtle situations where self and group interests conflict, perfect solutions can't be found and human issues need to be taken into account - in short, more closely modelling the way humans make decisions. The book will therefore be of great interest to engineers, computer scientists and mathematicians working on artificial intelligence and expert systems.

The 2-tuple Linguistic Model

Author : Luis Martínez
Publisher : Springer
ISBN 13 : 331924714X
Total Pages : 179 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis The 2-tuple Linguistic Model by : Luis Martínez

Download or read book The 2-tuple Linguistic Model written by Luis Martínez and published by Springer. This book was released on 2015-12-09 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines one of the more common and wide-spread methodologies to deal with uncertainty in real-world decision making problems, the computing with words paradigm, and the fuzzy linguistic approach. The 2-tuple linguistic model is the most popular methodology for computing with words (CWW), because it improves the accuracy of the linguistic computations and keeps the interpretability of the results. The authors provide a thorough review of the specialized literature in CWW and highlight the rapid growth and applicability of the 2-tuple linguistic model. They explore the foundations and methodologies for CWW in complex frameworks and extensions. The book introduces the software FLINTSTONES that provides tools for solving linguistic decision problems based on the 2-tuple linguistic model. Professionals and researchers working in the field of classification or fuzzy sets and systems will find The 2-tuple Linguistic Model: Computing with Words in Decision Making a valuable resource. Undergraduate and postdoctoral students studying computer science and statistics will also find this book a useful study guide.

Modeling Complex Linguistic Information to Support Group Decision Making Under Uncertainty

Author : Zhen Zhang
Publisher : Springer Nature
ISBN 13 : 981973584X
Total Pages : 204 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Modeling Complex Linguistic Information to Support Group Decision Making Under Uncertainty by : Zhen Zhang

Download or read book Modeling Complex Linguistic Information to Support Group Decision Making Under Uncertainty written by Zhen Zhang and published by Springer Nature. This book was released on with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Facilitator's Guide to Participatory Decision-Making

Author : Sam Kaner
Publisher : John Wiley & Sons
ISBN 13 : 111804701X
Total Pages : 363 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Facilitator's Guide to Participatory Decision-Making by : Sam Kaner

Download or read book Facilitator's Guide to Participatory Decision-Making written by Sam Kaner and published by John Wiley & Sons. This book was released on 2011-03-10 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The best book on collaboration ever written!" —Diane Flannery, founding CEO, Juma Ventures And now this classic book is even better—much better. Completely revised and updated, the second edition is loaded with new tools and techniques. Two powerful new chapters on agenda design A full section devoted to reaching closure More than twice as many tools for handling difficult dynamics 70 brand-new pages and over 100 pages significantly improved

Cluster Analysis for Researchers

Author : Charles Romesburg
Publisher : Lulu.com
ISBN 13 : 1411606175
Total Pages : 334 pages
Book Rating : 4.4/5 (116 download)

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Book Synopsis Cluster Analysis for Researchers by : Charles Romesburg

Download or read book Cluster Analysis for Researchers written by Charles Romesburg and published by Lulu.com. This book was released on 2004 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Back in print at a good price. To see the many websites referencing this book, in Google enter "cluster analysis" (in quotes) and Romesburg. Headlines of 5-star reviews on Amazon.com: "A very clear 'how to' book on cluster analysis" (C. Fielitz, Bristol, TN); "An excellent introduction to cluster analysis" (T. W. Powell, Shreveport, LA). A recent (2004) review in Journal of Classification (21:279-283) says: "We should be grateful to the author for his insistence in bringing forth important issues, which have not got yet that level of attention they deserve. I wish this journal could devote more efforts in promoting the scientific inquiry and discussions of methodology of clustering in scientific research [as Cluster Analysis for Researchers does]." To see or search inside the book, go to www.google.com, type in the book's title, and click on it when it comes up (or copy and paste in your browser's window the following URL: http://print.google.com/print?isbn=1411606175 ).