Multiobjective Decision Making Under Uncertainty

Multiobjective Decision Making Under Uncertainty PDF Author: Tom Hemming
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Multiobjective Decision Making Under Uncertainty

Multiobjective Decision Making Under Uncertainty PDF Author: Tom Hemming
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Book Description


Objectives and Multi-Objective Decision Making Under Uncertainty

Objectives and Multi-Objective Decision Making Under Uncertainty PDF Author: J. Wilhelm
Publisher: Springer Science & Business Media
ISBN: 3642463266
Category : Business & Economics
Languages : en
Pages : 118

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Interactive Multiobjective Decision Making Under Uncertainty

Interactive Multiobjective Decision Making Under Uncertainty PDF Author: Hitoshi Yano
Publisher: CRC Press
ISBN: 1498763553
Category : Business & Economics
Languages : en
Pages : 296

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Book Description
Recently, many books on multiobjective programming have been published. However, only a few books have been published, in which multiobjective programming under the randomness and the fuzziness are investigated. On the other hand, several books on multilevel programming have been published, in which multiple decision makers are involved in hierarchical decision situations. In this book, we introduce the latest advances in the field of multiobjective programming and multilevel programming under uncertainty. The reader can immediately use proposed methods to solve multiobjective programming and multilevel programming, which are based on linear programming or convex programming technique. Organization of each capter is summarized as follows. In Chapter 2, multiobjective programming problems with random variables are formulated, and the corresponding interactive algorithms are developed to obtain a satisfactory solution, in which the fuzziness of human's subjective judgment for permission levels are considered. In Chapter 3, multiobjective programming problems with fuzzy random variables are formulated, and the corresponding interactive algorithms are developed to obtain a satisfactory solution, in which not only the uncertainty of fuzzy random variables but also the fuzziness of human's subjective judgment for permission levels are considered. In Chapter 4, multiobjective multilevel programming is discussed, and the interactive algorithms are developed to obtain a satisfactory solution, in which the hierarchical decision structure of multiple decision makers is reflected. In Chapter 5, two kinds of farm planning problems are solved by applying the proposed method, in which cost coefficients of crops are expressed by random variables.

Uncertain Multi-Attribute Decision Making

Uncertain Multi-Attribute Decision Making PDF Author: Zeshui Xu
Publisher: Springer
ISBN: 3662456400
Category : Business & Economics
Languages : en
Pages : 375

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Book Description
This book introduces methods for uncertain multi-attribute decision making including uncertain multi-attribute group decision making and their applications to supply chain management, investment decision making, personnel assessment, redesigning products, maintenance services, military system efficiency evaluation. Multi-attribute decision making, also known as multi-objective decision making with finite alternatives, is an important component of modern decision science. The theory and methods of multi-attribute decision making have been extensively applied in engineering, economics, management and military contexts, such as venture capital project evaluation, facility location, bidding, development ranking of industrial sectors and so on. Over the last few decades, great attention has been paid to research on multi-attribute decision making in uncertain settings, due to the increasing complexity and uncertainty of supposedly objective aspects and the fuzziness of human thought. This book can be used as a reference guide for researchers and practitioners working in e.g. the fields of operations research, information science, management science and engineering. It can also be used as a textbook for postgraduate and senior undergraduate students.

Multi-objective Decision Analysis

Multi-objective Decision Analysis PDF Author: Clinton W. Brownley
Publisher: Business Expert Press
ISBN: 1606494538
Category : Business & Economics
Languages : en
Pages : 167

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Book Description
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.

Objectives and multi-objective decision making under uncertainty

Objectives and multi-objective decision making under uncertainty PDF Author: Jochen Wilhelm
Publisher:
ISBN:
Category :
Languages : de
Pages : 111

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Multiobjective Decision Making

Multiobjective Decision Making PDF Author: Vira Chankong
Publisher: Courier Dover Publications
ISBN: 0486462897
Category : Technology & Engineering
Languages : en
Pages : 430

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Book Description
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.

Improving Homeland Security Decisions

Improving Homeland Security Decisions PDF Author: Ali E. Abbas
Publisher: Cambridge University Press
ISBN: 1107161886
Category : Computers
Languages : en
Pages : 787

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Book Description
Are we safer from terrorism today and is our homeland security money well spent? This book offers answers and more.

Interactive Multiobjective Decision Making Under Uncertainty

Interactive Multiobjective Decision Making Under Uncertainty PDF Author: Hitoshi Yano
Publisher: CRC Press
ISBN: 1351678906
Category : Business & Economics
Languages : en
Pages : 226

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Book Description
Recently, many books on multiobjective programming have been published. However, only a few books have been published, in which multiobjective programming under the randomness and the fuzziness are investigated. On the other hand, several books on multilevel programming have been published, in which multiple decision makers are involved in hierarchical decision situations. In this book, we introduce the latest advances in the field of multiobjective programming and multilevel programming under uncertainty. The reader can immediately use proposed methods to solve multiobjective programming and multilevel programming, which are based on linear programming or convex programming technique. Organization of each capter is summarized as follows. In Chapter 2, multiobjective programming problems with random variables are formulated, and the corresponding interactive algorithms are developed to obtain a satisfactory solution, in which the fuzziness of human's subjective judgment for permission levels are considered. In Chapter 3, multiobjective programming problems with fuzzy random variables are formulated, and the corresponding interactive algorithms are developed to obtain a satisfactory solution, in which not only the uncertainty of fuzzy random variables but also the fuzziness of human's subjective judgment for permission levels are considered. In Chapter 4, multiobjective multilevel programming is discussed, and the interactive algorithms are developed to obtain a satisfactory solution, in which the hierarchical decision structure of multiple decision makers is reflected. In Chapter 5, two kinds of farm planning problems are solved by applying the proposed method, in which cost coefficients of crops are expressed by random variables.

Progressive Decision-Making Tools and Applications in Project and Operation Management

Progressive Decision-Making Tools and Applications in Project and Operation Management PDF Author: Mohammad Yazdi
Publisher: Springer Nature
ISBN: 3031517199
Category :
Languages : en
Pages : 274

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Book Description