Rough Multiple Objective Decision Making

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Publisher : CRC Press
ISBN 13 : 143987235X
Total Pages : 448 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Rough Multiple Objective Decision Making by : Jiuping Xu

Download or read book Rough Multiple Objective Decision Making written by Jiuping Xu and published by CRC Press. This book was released on 2011-07-28 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Under intense scrutiny for the last few decades, Multiple Objective Decision Making (MODM) has been useful for dealing with the multiple-criteria decisions and planning problems associated with many important applications in fields including management science, engineering design, and transportation. Rough set theory has also proved to be an effective mathematical tool to counter the vague description of objects in fields such as artificial intelligence, expert systems, civil engineering, medical data analysis, data mining, pattern recognition, and decision theory. Rough Multiple Objective Decision Making is perhaps the first book to combine state-of-the-art application of rough set theory, rough approximation techniques, and MODM. It illustrates traditional techniques—and some that employ simulation-based intelligent algorithms—to solve a wide range of realistic problems. Application of rough theory can remedy two types of uncertainty (randomness and fuzziness) which present significant drawbacks to existing decision-making methods, so the authors illustrate the use of rough sets to approximate the feasible set, and they explore use of rough intervals to demonstrate relative coefficients and parameters involved in bi-level MODM. The book reviews relevant literature and introduces models for both random and fuzzy rough MODM, applying proposed models and algorithms to problem solutions. Given the broad range of uses for decision making, the authors offer background and guidance for rough approximation to real-world problems, with case studies that focus on engineering applications, including construction site layout planning, water resource allocation, and resource-constrained project scheduling. The text presents a general framework of rough MODM, including basic theory, models, and algorithms, as well as a proposed methodological system and discussion of future research.

Multi-Objective Decision Making

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Author :
Publisher : Springer Nature
ISBN 13 : 3031015762
Total Pages : 111 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Multi-Objective Decision Making by : Diederik M. Zhou

Download or read book Multi-Objective Decision Making written by Diederik M. Zhou and published by Springer Nature. This book was released on 2022-05-31 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many real-world decision problems have multiple objectives. For example, when choosing a medical treatment plan, we want to maximize the efficacy of the treatment, but also minimize the side effects. These objectives typically conflict, e.g., we can often increase the efficacy of the treatment, but at the cost of more severe side effects. In this book, we outline how to deal with multiple objectives in decision-theoretic planning and reinforcement learning algorithms. To illustrate this, we employ the popular problem classes of multi-objective Markov decision processes (MOMDPs) and multi-objective coordination graphs (MO-CoGs). First, we discuss different use cases for multi-objective decision making, and why they often necessitate explicitly multi-objective algorithms. We advocate a utility-based approach to multi-objective decision making, i.e., that what constitutes an optimal solution to a multi-objective decision problem should be derived from the available information about user utility. We show how different assumptions about user utility and what types of policies are allowed lead to different solution concepts, which we outline in a taxonomy of multi-objective decision problems. Second, we show how to create new methods for multi-objective decision making using existing single-objective methods as a basis. Focusing on planning, we describe two ways to creating multi-objective algorithms: in the inner loop approach, the inner workings of a single-objective method are adapted to work with multi-objective solution concepts; in the outer loop approach, a wrapper is created around a single-objective method that solves the multi-objective problem as a series of single-objective problems. After discussing the creation of such methods for the planning setting, we discuss how these approaches apply to the learning setting. Next, we discuss three promising application domains for multi-objective decision making algorithms: energy, health, and infrastructure and transportation. Finally, we conclude by outlining important open problems and promising future directions.

Fuzzy Multiple Objective Decision Making

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Author :
Publisher : CRC Press
ISBN 13 : 1466554622
Total Pages : 317 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Fuzzy Multiple Objective Decision Making by : Gwo-Hshiung Tzeng

Download or read book Fuzzy Multiple Objective Decision Making written by Gwo-Hshiung Tzeng and published by CRC Press. This book was released on 2016-04-19 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-objective programming (MOP) can simultaneously optimize multi-objectives in mathematical programming models, but the optimization of multi-objectives triggers the issue of Pareto solutions and complicates the derived answers. To address these problems, researchers often incorporate the concepts of fuzzy sets and evolutionary algorithms into M

Multiobjective Decision Making

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Author :
Publisher : Courier Dover Publications
ISBN 13 : 0486462897
Total Pages : 430 pages
Book Rating : 4.4/5 (864 download)

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Book Synopsis Multiobjective Decision Making by : Vira Chankong

Download or read book Multiobjective Decision Making written by Vira Chankong and published by Courier Dover Publications. This book was released on 2008-02-04 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first-rate text explores the theory and methodology of systems engineering in evaluating alternative courses of action and associated decision-making policies. It treats criteria as multidimensional, rather than scalar, in the development of normative theories. These contribute to a behavioral theory of decision making and provide guidance for exercising judgment. An introductory discussion of the systemic approach to judgment and decision is followed by explorations of psychological value measurements, utility, classical decision analysis, and vector optimization theory. The second section chiefly deals with methods of assessing and evaluating alternatives, including both noninteractive and interactive methods. A taxonomy and a comparative evaluation of methods conclude the text.

Multiple Objective Decision Making — Methods and Applications

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642455115
Total Pages : 366 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Multiple Objective Decision Making — Methods and Applications by : C.-L. Hwang

Download or read book Multiple Objective Decision Making — Methods and Applications written by C.-L. Hwang and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision making is the process of selecting a possible course of action from all the available alternatives. In almost all such problems the multiplicity of criteria for judging the alternatives is pervasive. That is, for many such problems, the decision maker (OM) wants to attain more than one objective or goal in selecting the course of action while satisfying the constraints dictated by environment, processes, and resources. Another characteristic of these problems is that the objectives are apparently non commensurable. Mathematically, these problems can be represented as: (1. 1 ) subject to: gi(~) ~ 0, ,', . . . ,. ! where ~ is an n dimensional decision variable vector. The problem consists of n decision variables, m constraints and k objectives. Any or all of the functions may be nonlinear. In literature this problem is often referred to as a vector maximum problem (VMP). Traditionally there are two approaches for solving the VMP. One of them is to optimize one of the objectives while appending the other objectives to a constraint set so that the optimal solution would satisfy these objectives at least up to a predetermined level. The problem is given as: Max f. ~) 1 (1. 2) subject to: where at is any acceptable predetermined level for objective t. The other approach is to optimize a super-objective function created by multiplying each 2 objective function with a suitable weight and then by adding them together.

Multiple Objective Decision Making

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (143 download)

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Book Synopsis Multiple Objective Decision Making by : Ching-Lai Hwang

Download or read book Multiple Objective Decision Making written by Ching-Lai Hwang and published by . This book was released on with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fuzzy-Like Multiple Objective Decision Making

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Author :
Publisher : Springer
ISBN 13 : 3642168957
Total Pages : 454 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Fuzzy-Like Multiple Objective Decision Making by : Jiuping Xu

Download or read book Fuzzy-Like Multiple Objective Decision Making written by Jiuping Xu and published by Springer. This book was released on 2011-02-28 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision makers usually face multiple, conflicting objectives and the complicated fuzzy-like environments in the real world. What are the fuzzy-like environments? How do we model the multiple objective decision making problems under fuzzy-like environments? How do you deal with these models? In order to answer these questions, this book provides an up-to-date methodology system for fuzzy-like multiple objective decision making, which includes modelling system, model analysis system, algorithm system and application system in structure optimization problem, selection problem, purchasing problem, inventory problem, logistics problem and so on. Researchers, practitioners and students in management science, operations research, information science, system science and engineering science will find this work a useful reference.

Multi-objective Decision Making

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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:

Random-Like Multiple Objective Decision Making

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642180000
Total Pages : 452 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Random-Like Multiple Objective Decision Making by : Jiuping Xu

Download or read book Random-Like Multiple Objective Decision Making written by Jiuping Xu and published by Springer Science & Business Media. This book was released on 2011-03-25 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the random-like phenomena that can be found everywhere in real-life world? When carrying out a random sampling survey on the traffic situation, we often obtain some descriptive results such as approximately expedite, a little crowded and so on, therefore, the average level should be regarded as the random fuzzy phenomenon, which is one of the random-like phenomena. Decision makers usually need to make the decision for these problems with random-like phenomena. Which model should be constructed for them? How should we handle these models to find the optimal strategy? How can we apply these models to solve real-life problems with random-like phenomena? In order to answer these questions, this book provides an up-to-date methodology system 5MRP for random-like multiple objective decision making, which includes problem system with random-like phenomena, model system with random-like coefficients, research system with random-like uncertain methods. Some practical applications are also provided to illustrate the effectiveness of the proposed methodology system. Researchers, practitioners and students in systems science, economics, mathematics, information, engineering and MS/OR will get a lot of useful references from this research monograph.

Decisions with Multiple Objectives

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Publisher : Cambridge University Press
ISBN 13 : 9780521438834
Total Pages : 596 pages
Book Rating : 4.4/5 (388 download)

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Book Synopsis Decisions with Multiple Objectives by : Ralph L. Keeney

Download or read book Decisions with Multiple Objectives written by Ralph L. Keeney and published by Cambridge University Press. This book was released on 1993-07 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how a confused decision maker, who wishes to make a reasonable and responsible choice among alternatives, can systematically probe their thoughts and feelings in order to make the critically important trade-offs between incommensurable objectives.

Random-Like Multiple Objective Decision Making

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Publisher :
ISBN 13 : 9783642180019
Total Pages : 458 pages
Book Rating : 4.1/5 (8 download)

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Book Synopsis Random-Like Multiple Objective Decision Making by : Jiuping Xu

Download or read book Random-Like Multiple Objective Decision Making written by Jiuping Xu and published by . This book was released on 2011-03-30 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Objectives and Multi-Objective Decision Making Under Uncertainty

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Publisher : Springer Science & Business Media
ISBN 13 : 3642463266
Total Pages : 118 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Objectives and Multi-Objective Decision Making Under Uncertainty by : J. Wilhelm

Download or read book Objectives and Multi-Objective Decision Making Under Uncertainty written by J. Wilhelm and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-objective Decision Analysis

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Publisher : Business Expert Press
ISBN 13 : 1606494538
Total Pages : 167 pages
Book Rating : 4.6/5 (64 download)

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Book Synopsis Multi-objective Decision Analysis by : Clinton W. Brownley

Download or read book Multi-objective Decision Analysis written by Clinton W. Brownley and published by Business Expert Press. This book was released on 2013-03-28 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether managing strategy, operations or products, knowing how to make the best decision in a complex, uncertain business environment is difficult. You might be faced with multiple, competing objectives, which means making trade-offs. To complicate matters, any uncertainty makes it hard to explicitly understand how different objectives will impact potential outcomes. This book will help you face these problems. It provides a decision analysis framework implemented as a simple spreadsheet tool. This multi-objective decision analysis framework helps you to measure trade-offs among objectives and incorporate uncertainties and risk preferences. With this book, you will be able to identify what information is needed to make a decision, define how that information should be combined, and, finally, provide quantifiable evidence to clearly communicate and justify the decision. The process involves minimal overhead and is perfect for busy professionals who need a simple, structured process for making, tracking, and communicating decisions. This process makes decision making more efficient by focusing only on information and factors that are well-defined, measureable, and relevant to the decision at hand. The framework requires clear characterization of a decision, ensuring that it can be traced and is consistent with the intended objectives and organizational values. Using this structured decision-making framework, anyone can consistently make better decisions to gain competitive and strategic advantage.

Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets

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Publisher : Springer
ISBN 13 : 3030000451
Total Pages : 734 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets by : Cengiz Kahraman

Download or read book Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets written by Cengiz Kahraman and published by Springer. This book was released on 2018-11-03 with total page 734 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive guide to the use of neutrosophic sets in multiple criteria decision making problems. It shows how neutrosophic sets, which have been developed as an extension of fuzzy and paraconsistent logic, can help in dealing with certain types of uncertainty that classical methods could not cope with. The chapters, written by well-known researchers, report on cutting-edge methodologies they have been developing and testing on a variety of engineering problems. The book is unique in its kind as it reports for the first time and in a comprehensive manner on the joint use of neutrosophic sets together with existing decision making methods to solve multi-criteria decision-making problems, as well as other engineering problems that are complex, hard to model and/or include incomplete and vague data. By providing new ideas, suggestions and directions for the solution of complex problems in engineering and decision making, it represents an excellent guide for researchers, lecturers and postgraduate students pursuing research on neutrosophic decision making, and more in general in the area of industrial and management engineering.

Multi-objective Decision Making

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Author :
Publisher :
ISBN 13 :
Total Pages : 325 pages
Book Rating : 4.:/5 (654 download)

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Book Synopsis Multi-objective Decision Making by :

Download or read book Multi-objective Decision Making written by and published by . This book was released on 1983 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-objective Decision Making

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Author :
Publisher :
ISBN 13 :
Total Pages : 325 pages
Book Rating : 4.:/5 (654 download)

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Book Synopsis Multi-objective Decision Making by :

Download or read book Multi-objective Decision Making written by and published by . This book was released on 1983 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multiple Objective Decision Making in a Fuzzy Environment

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Publisher :
ISBN 13 :
Total Pages : 374 pages
Book Rating : 4.:/5 (226 download)

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Book Synopsis Multiple Objective Decision Making in a Fuzzy Environment by : Rong-jun Li

Download or read book Multiple Objective Decision Making in a Fuzzy Environment written by Rong-jun Li and published by . This book was released on 1990 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: