Mathematical Models For Decision Making With Multiple Perspectives

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Mathematical Models for Decision Making with Multiple Perspectives

Author : Maria Isabel Gomes
Publisher : CRC Press
ISBN 13 : 1000647579
Total Pages : 300 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Mathematical Models for Decision Making with Multiple Perspectives by : Maria Isabel Gomes

Download or read book Mathematical Models for Decision Making with Multiple Perspectives written by Maria Isabel Gomes and published by CRC Press. This book was released on 2022-08-04 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together, in a single volume, the fields of multicriteria decision making and multiobjective optimization that are traditionally covered separately. Both fields have in common the presence of multiple perspectives of looking at and evaluating decisions to be taken but they differ in the number of available alternatives. Multicriteria approaches deal with decision processes where a finite number of alternatives have to be evaluated while, in multiobjective optimization, this number is infinite and the space of alternatives continuous. This book is written for students of applied mathematics, engineering, and economics and management, with no assumed previous knowledge on the subject, as well as for practitioners in industry looking for techniques to support decision making. The mathematical formalism is very low, so that all materials are accessible to most readers. Nonetheless, a rich bibliography allows interested readers to access more technical literature. The textbook is organized in eleven chapters, each corresponding to a class of about two hours. A comprehensive set of examples is presented, allowing for a didactic approach when presenting the methodologies. Each chapter ends with exercises that are designed to develop problem-solving skills and to promote concepts retention.

Models and Methods in Multiple Criteria Decision Making

Author : G. Colson
Publisher : Elsevier
ISBN 13 : 1483295567
Total Pages : 245 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Models and Methods in Multiple Criteria Decision Making by : G. Colson

Download or read book Models and Methods in Multiple Criteria Decision Making written by G. Colson and published by Elsevier. This book was released on 2014-06-28 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is devoted to models and methods in multiple objectives decision making. The importance of the multiple dimensions of decision making was first recognised during the 1960s and since then progress has been made in that theoretical or application oriented contributions may now be categorized under two main headings:- Multiattribute Decision Making (MADM) which concerns the sorting, the ranking or the evaluation of objects of choice according to several criteria and Multiobjective Decision Making (MODM) which deals with the vector optimization in mathematical programming. The above are also presented in the context of various applications, namely banking, environment, health, manpower, media, portfolio and traffic control, resulting in a book for a wide variety of readers.

Random-Like Bi-level Decision Making

Author : Jiuping Xu
Publisher : Springer
ISBN 13 : 9811017689
Total Pages : 401 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Random-Like Bi-level Decision Making by : Jiuping Xu

Download or read book Random-Like Bi-level Decision Making written by Jiuping Xu and published by Springer. This book was released on 2016-08-29 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Among the various multi-level formulations of mathematical models in decision making processes, this book focuses on the bi-level model. Being the most frequently used, the bi-level model addresses conflicts which exist in multi-level decision making processes. From the perspective of bi-level structure and uncertainty, this book takes real-life problems as the background, focuses on the so-called random-like uncertainty, and develops the general framework of random-like bi-level decision making problems. The random-like uncertainty considered in this book includes random phenomenon, random-overlapped random (Ra-Ra) phenomenon and fuzzy-overlapped random (Ra-Fu) phenomenon. Basic theory, models, algorithms and practical applications for different types of random-like bi-level decision making problems are also presented in this book.

Mathematical Models for Decision Support

Author : Harvey J. Greenberg
Publisher : Springer Science & Business Media
ISBN 13 : 3642835554
Total Pages : 740 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Mathematical Models for Decision Support by : Harvey J. Greenberg

Download or read book Mathematical Models for Decision Support written by Harvey J. Greenberg and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is quite an onerous task to edit the proceedings of a two week long institute with learned contributors from many parts of the world. All the same, the editorial team has found the process of refereeing and reviewing the contributions worthwhile and completing the volume has proven to be a satisfying task. In setting up the institute we had considered models and methods taken from a number of different disciplines. As a result the whole institute - preparing for it, attending it and editing the proceedings - proved to be an intense learning experience for us. Here I speak on behalf of the committee and the editorial team. By the time the institute took place, the papers were delivered and the delegates exchanged their views, the structure of the topics covered and their relative positioning appeared in a different light. In editing the volume I felt compelled to introduce a new structure in grouping the papers. The contents of this volume are organised in eight main sections set out below: 1 . Abstracts. 2. Review Paper. 3. Models with Multiple Criteria and Single or Multiple Decision Makers. 4. Use of Optimisation Models as Decision Support Tools. 5. Role of Information Systems in Decision Making: Database and Model Management Issues. 6. Methods of Artificial Intelligence in Decision Making: Intelligent Knowledge Based Systems. 7. Representation of Uncertainty in Mathematical Models and Knowledge Based Systems. 8. Mathematical Basis for Constructing Models and Model Validation.

Preferences and Decisions

Author : Salvatore Greco
Publisher : Springer
ISBN 13 : 3642159761
Total Pages : 420 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Preferences and Decisions by : Salvatore Greco

Download or read book Preferences and Decisions written by Salvatore Greco and published by Springer. This book was released on 2010-08-28 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision making is an omnipresent, most crucial activity of the human being, and also of virtually all artificial broadly perceived “intelligent” systems that try to mimic human behavior, reasoning and choice processes. It is quite obvious that such a relevance of decision making had triggered vast research effort on its very essence, and attempts to develop tools and techniques which would make it possible to somehow mimic human decision making related acts, even to automate decision making processes that had been so far reserved for the human beings. The roots of those attempts at a scientific analysis can be traced to the ancient times but – clearly – they have gained momentum in the recent 50 or 100 years following a general boom in science. Depending on the field of science, decision making can be viewed in different ways. The most general view can be that decision making boils down to some cognitive, mental process(es) that lead to the selection of an option or a course of action among several alternatives. Then, looking in a deeper way, from a psychological perspective this process proceeds in the context of a set of needs, preferences, rational choice of an individual, a group of individuals, or even an organization. From a cognitive perspective, the decision making process proceeds in the context of various interactions with the environment.

Practical Decision Making using Super Decisions v3

Author : Enrique Mu
Publisher : Springer
ISBN 13 : 3319683691
Total Pages : 115 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Practical Decision Making using Super Decisions v3 by : Enrique Mu

Download or read book Practical Decision Making using Super Decisions v3 written by Enrique Mu and published by Springer. This book was released on 2017-11-30 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a simple introduction to the theory and practice of the Analytic Hierarchy Process (AHP) without a pre-requisite for a sophisticated mathematical background. AHP is an intuitive and mathematically simple methodology in the field of multi-criteria decision making in Operational Research (OR). Using Super Decisions v3, the newly developed software by the Creative Decisions Foundations, this book provides a quick and intuitive understanding of AHP using spreadsheet examples and step-by-step software instructions. Super Decisions v3 marks a drastic departure from the previous version 2 in terms of interface and ratings model development. In addition to a concise guide, instructional videos are also available to demonstrate how to use the different features of Super Decisions v3. Most AHP books assume the reader has basic OR mathematical background; however, AHP was developed with the goal that decision makers can take advantage of this methodology without struggling with the mathematics behind it. For this reason, only basic arithmetic knowledge is required from the readers. In conclusion, this book delivers a quick and practical understanding of the AHP methodology that can be useful for corporate executives and decision-makers in all fields.

Human-Centric Decision-Making Models for Social Sciences

Author : Peijun Guo
Publisher : Springer
ISBN 13 : 3642393071
Total Pages : 418 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Human-Centric Decision-Making Models for Social Sciences by : Peijun Guo

Download or read book Human-Centric Decision-Making Models for Social Sciences written by Peijun Guo and published by Springer. This book was released on 2013-11-01 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume delivers a wealth of effective methods to deal with various types of uncertainty inherently existing in human-centric decision problems. It elaborates on comprehensive decision frameworks to handle different decision scenarios, which help use effectively the explicit and tacit knowledge and intuition, model perceptions and preferences in a more human-oriented style. The book presents original approaches and delivers new results on fundamentals and applications related to human-centered decision making approaches to business, economics and social systems. Individual chapters cover multi-criteria (multiattribute) decision making, decision making with prospect theory, decision making with incomplete probabilistic information, granular models of decision making and decision making realized with the use of non-additive measures. New emerging decision theories being presented as along with a wide spectrum of ongoing research make the book valuable to all interested in the field of advanced decision-making. The volume, self-contained in its nature, offers a systematic exposure to the concepts, design methodologies, and detailed algorithms. A prudent balance between the theoretical studies and applications makes the material suitable for researchers and graduate students in information, computer sciences, psychology, cognitive science, economics, system engineering, operation research and management science, risk management, public and social policy.

Advances in Decision Analysis

Author : Nadine Meskens
Publisher : Springer Science & Business Media
ISBN 13 : 9401706476
Total Pages : 208 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Advances in Decision Analysis by : Nadine Meskens

Download or read book Advances in Decision Analysis written by Nadine Meskens and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present book fmds its roots in the International Conference on Methods and Applications of Multiple Criteria Decision Making held in Mons in May 1997. A small number of contributions to that conference were selected via a refereeing procedure and retained authors were requested to include in their final version their more recent results. This explains why some papers differ significantly from the original presentation. The introductory paper of Raynaud addresses the long range forecasts in Multiple Criteria Decision Making on the basis of a Delphi process that was run before and during the congress. In a second part, the French author explains how he and some of his partners could find the proof of an important conjecture : the iteration of a strongly monotonic choice function is not a strongly monotonic ranking function. The second part of the book covers methodological aspects of decision theory. The contribution of Bouyssou and Pirlot concerns the reformulation of classical conjoint measurement models that induce a complete and transitive preference binary relation on the set of alternatives which seem to be unrealistic when decision makers are asked to compare objects evaluated on several attributes. The authors propose to consider non transitive, non complete and non additive decomposable conjoint models. They define properties that characterize such models.

Multi-objective Decision Making

Author : Simon French
Publisher :
ISBN 13 :
Total Pages : 350 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Multi-objective Decision Making by : Simon French

Download or read book Multi-objective Decision Making written by Simon French and published by . This book was released on 1983 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Decision-Making

Author : Mauricio A. Sanchez
Publisher : Springer
ISBN 13 : 3030179850
Total Pages : 215 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Applied Decision-Making by : Mauricio A. Sanchez

Download or read book Applied Decision-Making written by Mauricio A. Sanchez and published by Springer. This book was released on 2019-05-18 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a collection of the latest research, applications, and proposals, introducing readers to innovations and concepts from diverse environments and systems. As such, it will provide students and professionals alike with not only cutting-edge information, but also new inspirations and potential research directions. Each chapter focuses on a specific aspect of applied decision making, e.g. in complex systems, computational intelligence, security, and ubiquitous computing.

Neutrosophic Multi-Criteria Decision Making

Author : Florentin Smarandache
Publisher : MDPI
ISBN 13 : 3038972886
Total Pages : 207 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Neutrosophic Multi-Criteria Decision Making by : Florentin Smarandache

Download or read book Neutrosophic Multi-Criteria Decision Making written by Florentin Smarandache and published by MDPI. This book was released on 2018-10-12 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Neutrosophic Multi-Criteria Decision Making" that was published in Axioms

Reinforcement and Systemic Machine Learning for Decision Making

Author : Parag Kulkarni
Publisher : John Wiley & Sons
ISBN 13 : 047091999X
Total Pages : 324 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Reinforcement and Systemic Machine Learning for Decision Making by : Parag Kulkarni

Download or read book Reinforcement and Systemic Machine Learning for Decision Making written by Parag Kulkarni and published by John Wiley & Sons. This book was released on 2012-08-14 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reinforcement and Systemic Machine Learning for Decision Making There are always difficulties in making machines that learn from experience. Complete information is not always available—or it becomes available in bits and pieces over a period of time. With respect to systemic learning, there is a need to understand the impact of decisions and actions on a system over that period of time. This book takes a holistic approach to addressing that need and presents a new paradigm—creating new learning applications and, ultimately, more intelligent machines. The first book of its kind in this new and growing field, Reinforcement and Systemic Machine Learning for Decision Making focuses on the specialized research area of machine learning and systemic machine learning. It addresses reinforcement learning and its applications, incremental machine learning, repetitive failure-correction mechanisms, and multiperspective decision making. Chapters include: Introduction to Reinforcement and Systemic Machine Learning Fundamentals of Whole-System, Systemic, and Multiperspective Machine Learning Systemic Machine Learning and Model Inference and Information Integration Adaptive Learning Incremental Learning and Knowledge Representation Knowledge Augmentation: A Machine Learning Perspective Building a Learning System With the potential of this paradigm to become one of the more utilized in its field, professionals in the area of machine and systemic learning will find this book to be a valuable resource.

Multiple Criteria Decision Aid

Author : Jason Papathanasiou
Publisher : Springer
ISBN 13 : 3319916483
Total Pages : 173 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Multiple Criteria Decision Aid by : Jason Papathanasiou

Download or read book Multiple Criteria Decision Aid written by Jason Papathanasiou and published by Springer. This book was released on 2018-09-19 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python. Existing methods are presented in detail with a step by step learning approach. Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations. Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well. Readers will learn how to implement and use each method based on the problem, the available data, the stakeholders involved, and the various requirements needed. Focusing on the practical aspects of the multiple criteria decision making methodologies, this book is designed for researchers, practitioners and advanced graduate students in the applied mathematics, information systems, operations research and business administration disciplines, as well as other engineers and scientists oriented in interdisciplinary research. Readers will greatly benefit from this book by learning and applying various MCDM/A methods. (Adiel Teixeira de Almeida, CDSID-Center for Decision System and Information Development, Universidade Federal de Pernambuco, Recife, Brazil) Promoting the development and application of multicriteria decision aid is essential to ensure more ethical and sustainable decisions. This book is a great contribution to this objective. It is a perfect blend of theory and practice, providing potential users and researchers with the theoretical bases of some of the best-known methods as well as with the computing tools needed to practice, to compare and to put these methods to use. (Jean-Pierre Brans, Vrije Universiteit Brussel, Brussels, Belgium) This book is intended for researchers, practitioners and students alike in decision support who wish to familiarize themselves quickly and efficiently with multicriteria decision aiding algorithms. The proposed approach is original, as it presents a selection of methods from the theory to the practical implementation in Python, including a detailed example. This will certainly facilitate the learning of these techniques, and contribute to their effective dissemination in applications. (Patrick Meyer, IMT Atlantique, Lab-STICC, Univ. Bretagne Loire, Brest, France)

Views on Fuzzy Sets and Systems from Different Perspectives

Author : Rudolf Seising
Publisher : Springer
ISBN 13 : 3540938028
Total Pages : 604 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Views on Fuzzy Sets and Systems from Different Perspectives by : Rudolf Seising

Download or read book Views on Fuzzy Sets and Systems from Different Perspectives written by Rudolf Seising and published by Springer. This book was released on 2009-03-12 with total page 604 pages. Available in PDF, EPUB and Kindle. Book excerpt: In our new century, the theory of fuzzy sets and systems is in the core of "Soft Computing" and "Computational Intelligence" and has become a normal scientific theory in the fields of exact sciences and engineering and it is well on its way to becoming normal in the soft sciences as well. This book is a collection of the views of numerous scholars in different parts of the world who are involved in various research projects concerning fuzziness in science, technology, economic systems, social sciences, logics and philosophy. This volume demonstrates that there are many different views of the theory of fuzzy sets and systems and of their interpretation and applications in diverse areas of our cultural and social life.

Decision Making and Programming

Author : V. V. Kolbin
Publisher : World Scientific
ISBN 13 : 9812775463
Total Pages : 757 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Decision Making and Programming by : V. V. Kolbin

Download or read book Decision Making and Programming written by V. V. Kolbin and published by World Scientific. This book was released on 2003 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of selection of alternatives or the problem of decision making in the modern world has become the most important class of problems constantly faced by business people, researchers, doctors and engineers. The fields that are almost entirely focused on conflicts, where applied mathematics is successfully used, are law, military science, many branches of economics, sociology, political science, and psychology. There are good grounds to believe that medicine and some branches of biology and ethics can also be included in this list. Modern applied mathematics can produce solutions to many tens of classes of conflicts differing by the composition and structure of the participants, specific features of the set of their objectives or interests, and various characteristics of the set of their actions, strategies, behaviors, controls, and decisions as applied to various principles of selection or notions of decision optimization. The current issues of social and economic systems involve the necessity to coordinate and jointly optimize various lines of development and activities of modern society. For this reason, the decision problems arising in investigation of such systems are versatile, which shows up not only in the multiplicity of participants, their interests and complexity of reciprocal effects, but also in the laborious development of social utility criteria for a variety of indices and versatile objectives. The efficient decision methods for such complex systems can be developed only the basis of specially developed mathematical tools. Contents: Social Choice Problems; Vector Optimization; Infinite-Valued Programming Problems; Stochastic Programming; Discrete Programming; Fundamentals of Decision Making; Multicriterion Optimization Problems; Decision Making Under Incomplete Information; Multicriterion Elements of Optimization Theory; Decision Models; Decision Models Under Fuzzy Information; The Applied Mathematical Model for Conflict Management. Readership: Undergraduates, graduate students, professionals and researchers in applied mathematics.

The Model Thinker

Author : Scott E. Page
Publisher : Basic Books
ISBN 13 : 0465094635
Total Pages : 585 pages
Book Rating : 4.4/5 (65 download)

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Book Synopsis The Model Thinker by : Scott E. Page

Download or read book The Model Thinker written by Scott E. Page and published by Basic Books. This book was released on 2018-11-27 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Work with data like a pro using this guide that breaks down how to organize, apply, and most importantly, understand what you are analyzing in order to become a true data ninja. From the stock market to genomics laboratories, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

Organizational Simulation

Author : William B. Rouse
Publisher : John Wiley & Sons
ISBN 13 : 047173943X
Total Pages : 690 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Organizational Simulation by : William B. Rouse

Download or read book Organizational Simulation written by William B. Rouse and published by John Wiley & Sons. This book was released on 2005-07-22 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: From modeling and simulation to games and entertainment With contributions from leaders in systems and organizational modeling, behavioral and social sciences, computing and visualization, and gaming and entertainment, Organizational Simulation both articulates the grand vision of immersive environments and shows, in detail, how to realize it. This book offers unparalleled insight into the cutting edge of the field, since it was written by those who actually researched, designed, developed, deployed, marketed, sold, and critiqued today's best organizational simulations. The coverage is divided into four sections: * Introduction outlines the need for organizational simulation to support strategic thinking, design of unprecedented systems, and organizational learning, including the functionality and technology required to enable this support * Behaviors covers the state of knowledge of individual, group, and team behaviors and performance, how performance can best be supported, how performance is affected by national differences, and how organizational performance can best be measured * Modeling describes the latest approaches to modeling and simulating people, groups, teams, and organizations, as well as narrative contexts and organizational environments within which these entities act, drawing from a rich set of modeling methods and tools * Simulations and Games illustrates a wide range of fielded simulations, games, and entertainment, including the methods and tools employed for designing, developing, deploying, and evaluating these systems, as well as the social implications for the associated communities that have emerged Addressing all levels of organizational simulation architecture with theories and applications, and enabling technologies for each, Organizational Simulation offers students and professionals the premier reference and practical toolbox for this dynamic field.