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Decision Making Under Constraints


Decision Making Under Constraints
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Decision Making Under Constraints


Decision Making Under Constraints
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Author : Martine Ceberio
language : en
Publisher: Springer Nature
Release Date : 2020-03-24

Decision Making Under Constraints written by Martine Ceberio and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-24 with Technology & Engineering categories.


This book presents extended versions of selected papers from the annual International Workshops on Constraint Programming and Decision Making from 2016 to 2018. The papers address all stages of decision-making under constraints: (1) precisely formulating the problem of multi-criteria decision-making; (2) determining when the corresponding decision problem is algorithmically solvable; (3) finding the corresponding algorithms and making these algorithms as efficient as possible; and (4) taking into account interval, probabilistic, and fuzzy uncertainty inherent in the corresponding decision-making problems. In many application areas, it is necessary to make effective decisions under constraints, and there are several area-specific techniques for such decision problems. However, because they are area-specific, it is not easy to apply these techniques in other application areas. As such, the annual International Workshops on Constraint Programming and Decision Making focus on cross-fertilization between different areas, attracting researchers and practitioners from around the globe. The book includes numerous papers describing applications, in particular, applications to engineering, such as control of unmanned aerial vehicles, and vehicle protection against improvised explosion devices.



Constraint Programming And Decision Making


Constraint Programming And Decision Making
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Author : Martine Ceberio
language : en
Publisher: Springer
Release Date : 2014-01-21

Constraint Programming And Decision Making written by Martine Ceberio and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-21 with Technology & Engineering categories.


In many application areas, it is necessary to make effective decisions under constraints. Several area-specific techniques are known for such decision problems; however, because these techniques are area-specific, it is not easy to apply each technique to other applications areas. Cross-fertilization between different application areas is one of the main objectives of the annual International Workshops on Constraint Programming and Decision Making. Those workshops, held in the US (El Paso, Texas), in Europe (Lyon, France) and in Asia (Novosibirsk, Russia), from 2008 to 2012, have attracted researchers and practitioners from all over the world. This volume presents extended versions of selected papers from those workshops. These papers deal with all stages of decision making under constraints: (1) formulating the problem of multi-criteria decision making in precise terms, (2) determining when the corresponding decision problem is algorithmically solvable; (3) finding the corresponding algorithms and making these algorithms as efficient as possible and (4) taking into account interval, probabilistic and fuzzy uncertainty inherent in the corresponding decision making problems. The resulting application areas include environmental studies (selecting the best location for a meteorological tower), biology (selecting the most probable evolution history of a species), and engineering (designing the best control for a magnetic levitation train).



Framing Decisions


Framing Decisions
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Author : J. Davidson Frame
language : en
Publisher: John Wiley & Sons
Release Date : 2012-11-19

Framing Decisions written by J. Davidson Frame and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-19 with Business & Economics categories.


The economic crisis of 2008–2009 was a transformational event: it demonstrated that smart people aren't as smart as they and the public think. The crisis arose because a lot of highly educated people in high-impact positions— political power brokers, business leaders, and large segments of the general public—made a lot of bad decisions despite unprecedented access to data, highly sophisticated decision support systems, methodological advances in the decision sciences, and guidance from highly experienced experts. How could we get things so wrong? The answer, says J. Davidson Frame in Framing Decisions: Decision Making That Accounts for Irrationality, People, and Constraints, is that traditional processes do not account for the three critical immeasurable elements highlighted in the book's subtitle— irrationality, people, and constraints. Frame argues that decision-makers need to move beyond their single-minded focus on rational and optimal solutions as preached by the traditional paradigm. They must accommodate a decision's social space and address the realities of dissimulation, incompetence, legacy, greed, peer pressure, and conflict. In the final analysis, when making decisions of consequence, they should focus on people – both as individuals and in groups. Framing Decisions offers a new approach to decision making that gets decision-makers to put people and social context at the heart of the decision process. It offers guidance on how to make decisions in a real world filled with real people seeking real solutions to their problems.



Fuzzy Theories On Decision Making


Fuzzy Theories On Decision Making
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Author : Walter J.M. Kickert
language : en
Publisher: Springer Science & Business Media
Release Date : 1979-01-31

Fuzzy Theories On Decision Making written by Walter J.M. Kickert and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979-01-31 with Business & Economics categories.




Time Pressure And Stress In Human Judgment And Decision Making


Time Pressure And Stress In Human Judgment And Decision Making
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Author : Ola Svenson
language : en
Publisher: Springer Science & Business Media
Release Date : 1993-11-30

Time Pressure And Stress In Human Judgment And Decision Making written by Ola Svenson and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-11-30 with Education categories.


The current volume makes an important contribution to an underexplored field by integrating research into the effects of stress associated with time constraints on individual judgment. Unique and comprehensive, the book reviews knowledge from a variety of disciplines; critically examines the theories, methodologies, and data of time-pressure research; and suggests priorities for future research.



What Every Engineer Should Know About Decision Making Under Uncertainty


What Every Engineer Should Know About Decision Making Under Uncertainty
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Author : John X. Wang
language : en
Publisher: CRC Press
Release Date : 2002-07-01

What Every Engineer Should Know About Decision Making Under Uncertainty written by John X. Wang and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-07-01 with Technology & Engineering categories.


Covering the prediction of outcomes for engineering decisions through regression analysis, this succinct and practical reference presents statistical reasoning and interpretational techniques to aid in the decision making process when faced with engineering problems. The author emphasizes the use of spreadsheet simulations and decision trees as important tools in the practical application of decision making analyses and models to improve real-world engineering operations. He offers insight into the realities of high-stakes engineering decision making in the investigative and corporate sectors by optimizing engineering decision variables to maximize payoff.



Multiple Objective Decision Making Methods And Applications


Multiple Objective Decision Making Methods And Applications
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Author : C.-L. Hwang
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Multiple Objective Decision Making Methods And Applications written by C.-L. Hwang and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Business & Economics categories.


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.



Modern Optimization Methods For Decision Making Under Risk And Uncertainty


Modern Optimization Methods For Decision Making Under Risk And Uncertainty
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Author : Alexei A. Gaivoronski
language : en
Publisher: CRC Press
Release Date : 2023-10-06

Modern Optimization Methods For Decision Making Under Risk And Uncertainty written by Alexei A. Gaivoronski and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-06 with Computers categories.


The book comprises original articles on topical issues of risk theory, rational decision making, statistical decisions, and control of stochastic systems. The articles are the outcome of a series international projects involving the leading scholars in the field of modern stochastic optimization and decision making. The structure of stochastic optimization solvers is described. The solvers in general implement stochastic quasi-gradient methods for optimization and identification of complex nonlinear models. These models constitute an important methodology for finding optimal decisions under risk and uncertainty. While a large part of current approaches towards optimization under uncertainty stems from linear programming (LP) and often results in large LPs of special structure, stochastic quasi-gradient methods confront nonlinearities directly without need of linearization. This makes them an appropriate tool for solving complex nonlinear problems, concurrent optimization and simulation models, and equilibrium situations of different types, for instance, Nash or Stackelberg equilibrium situations. The solver finds the equilibrium solution when the optimization model describes the system with several actors. The solver is parallelizable, performing several simulation threads in parallel. It is capable of solving stochastic optimization problems, finding stochastic Nash equilibria, and of composite stochastic bilevel problems where each level may require the solution of stochastic optimization problem or finding Nash equilibrium. Several complex examples with applications to water resources management, energy markets, pricing of services on social networks are provided. In the case of power system, regulator makes decision on the final expansion plan, considering the strategic behavior of regulated companies and coordinating the interests of different economic entities. Such a plan can be an equilibrium − a planned decision where a company cannot increase its expected gain unilaterally.



Understanding Decision Making Processes In Airline Operations Control


Understanding Decision Making Processes In Airline Operations Control
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Author : Peter J. Bruce
language : en
Publisher: Routledge
Release Date : 2016-02-17

Understanding Decision Making Processes In Airline Operations Control written by Peter J. Bruce and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-17 with Transportation categories.


Previous studies conducted within the aviation industry have examined a multitude of crucial aspects such as policy, airline service quality, and revenue management. An extensive body of literature has also recognised the importance of decision-making in aviation, with the focus predominantly on pilots and air traffic controllers. Understanding Decision-Making Processes in Airline Operations Control focuses instead on an area largely overlooked: an airline's Operations Control Centre (OCC). This serves as the nerve centre of the airline and is responsible for decision-making with respect to operational control of an airline's daily schedules. The environment within an OCC is extremely intense and a key role of controllers is to make decisions that facilitate the airline's recovery from frequent, highly complex, and often multiple disruptions. As such, decision-making in this domain is critical to minimise the operational, commercial and financial impact resulting from disruptions. The book examines many aspects of individual decision-making in airline operations, and addresses the deficiencies found by presenting to the reader an examination of the relationships among situation awareness, information completeness, experience, expertise, decision considerations and decision alternatives in OCCs. The text utilises a multiple case study approach and proposes a number of relevant and important implications for OCC management. Practical outcomes highlight the need for enhancing training programs enabling existing controllers to readily identify and classify elements of situation awareness and decision considerations as a means of improving the decision-making process. They also draw attention to the need for airline OCCs to understand the extent to which industry experience and expertise of controllers is important in the selection of future staff.



Decision Making Under Ambiguity And Time Constraints


Decision Making Under Ambiguity And Time Constraints
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Author : Reimut Zohlnhöfer
language : en
Publisher: ECPR Press
Release Date : 2016-02-24

Decision Making Under Ambiguity And Time Constraints written by Reimut Zohlnhöfer and has been published by ECPR Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-24 with Political Science categories.


Policy issues have grown ever more complex and politically more contestable. So governments in advanced democracies often do not understand the problems they have to deal with and do not know how to solve them. Thus, rational problem-solving models are highly unconvincing. Conversely, the Multiple-Streams Framework starts out from these conditions, which has led to increasing interest in it. Nevertheless, there has not yet been a systematic attempt to assess the potential of such scholarship. This volume is the first attempt to fill that gap by bringing together a group of international scholars to assess the strengths and weaknesses of the Framework from different angles. Chapters explore systematically and empirically the Framework’s potential in different national contexts and in policy areas from climate change and foreign policy to healthcare and the welfare state.