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Robustness Analysis in Decision Aiding, Optimization, and Analytics, Doumpos


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Автор: Doumpos
Название:  Robustness Analysis in Decision Aiding, Optimization, and Analytics
ISBN: 9783319331195
Издательство: Springer
Классификация:

ISBN-10: 3319331191
Обложка/Формат: Hardback
Страницы: 321
Вес: 0.68 кг.
Дата издания: 2016
Серия: International Series in Operations Research & Management Science
Язык: English
Иллюстрации: 38 black & white illustrations, 27 colour illustrations, 27 colour tables, biography
Размер: 234 x 156 x 21
Читательская аудитория: General (us: trade)
Основная тема: Business/Economics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:
This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies.
Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a “big-data” era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools.

Дополнительное описание: SMAA in Robustness Analysis.- Data-driven Robustness Analysis for Multicriteria Classification Problems Using Preference Disaggregation Approaches.- Robustness for Adversarial Risk Analysis.- From Statistical Decision Theory to Robust Optimization: A Maxi



Generalized Concavity in Fuzzy Optimization and Decision Analysis

Автор: Jaroslav Ram?k; Milan Vlach
Название: Generalized Concavity in Fuzzy Optimization and Decision Analysis
ISBN: 146135577X ISBN-13(EAN): 9781461355779
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Convexity of sets in linear spaces, and concavity and convexity of functions, lie at the root of beautiful theoretical results that are at the same time extremely useful in the analysis and solution of optimization problems, including problems of either single objective or multiple objectives.

Aiding Decisions with Multiple Criteria

Автор: Denis Bouyssou; Eric Jacquet-Lagr?ze; Patrice Pern
Название: Aiding Decisions with Multiple Criteria
ISBN: 1461352665 ISBN-13(EAN): 9781461352662
Издательство: Springer
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Цена: 27950.00 р.
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Описание: Aiding Decisions With Multiple Criteria: Essays in Honor of Bernard Roy is organized around two broad themes:

  • Graph Theory with path-breaking contributions on the theory of flows in networks and project scheduling,
  • Multiple Criteria Decision Aiding with the invention of the family of ELECTRE methods and methodological contribution to decision-aiding which lead to the creation of Multi-Criteria Decision Analysis (MCDA). Professor Bernard Roy has had considerable influence on the development of these two broad areas. /LIST Part one contains papers by Jacques Lesourne, and Dominique de Werra & Pierre Hansen related to the early career of Bernard Roy when he developed many new techniques and concepts in Graph Theory in order to cope with complex real-world problems. Part two of the book is devoted to Philosophy and Epistemology of Decision-Aiding with contributions from Valerie Belton & Jacques Pictet and Jean-Luis Genard & Marc Pirlot. Part three includes contributions based on Theory and Methodology of Multi-Criteria Decision-Aiding based on a general framework for conjoint measurement that allows intrasitive preferences. Denis Bouyssou & Marc Pirlot; Alexis Tsouki s, Patrice Perny & Philippe Vincke; Luis Dias & Jo o Cl maco; Daniel Vanderpooten; Michael Doumpos & Constantin Zopounidis; and Marc Roubens offer a considerable range of examinations of this aspect of MCDA. Part four is devoted to Perference Modeling with contributions from Peter Fishburn; Salvatore Greco, Benedetto Matarazzo & Roman Slowinski; Salem Benferhat, Didier Dubois & Henri Prade; Oscar Franzese & Mark McCord; Bertrand Munier; and Raymond Bisdorff. Part five groups Applications of Multi-Criteria Decision-Aiding, and Carlos Henggeler Antunes, Carla Oliveira & Jo o Cl maco; Carlos Bana e Costa, Manuel da Costa-Lobo, Isabel Ramos & Jean-Claude Vansnick; Yannis Siskos & Evangelos Grigoroudis; Jean-Pierre Brans, Pierre Kunsch & Bertrand Mareschal offer a wide variety of application problems. Finally, Part six includes contributions on Multi-Objective Mathematical Programming from Jacques Teghem, Walter Habenicht and Pekka Korhonen.
  • Operations Research and Decision Aid Methodologies in Traffic and Transportation Management

    Автор: Martine Labbe; Gilbert Laporte; Katalin Tanczos; P
    Название: Operations Research and Decision Aid Methodologies in Traffic and Transportation Management
    ISBN: 3540646523 ISBN-13(EAN): 9783540646525
    Издательство: Springer
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    Цена: 38992.00 р.
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    Описание: A collection of surveys on topics at the interface between transportation modelling and operations research. They offer representations or applications of quantitative methods, and cover topics such as dynamic traffic simulation techniques and operation and control of traffic management tools.

    Multicriteria Decision Aid Methods for the Prediction of Business Failure

    Автор: Constantin Zopounidis; Dimitra Paraschou
    Название: Multicriteria Decision Aid Methods for the Prediction of Business Failure
    ISBN: 1441947876 ISBN-13(EAN): 9781441947871
    Издательство: Springer
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    Цена: 23757.00 р.
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    Описание: This book provides a new point of view on the subject of business failure prediction, through the application of multicriteria analysis methods. The aim of the book is to provide a review of the research in the area and to explore the adequacy of these methods to one of the most complex problems in the area of financial management.

    Operations Research and Decision Aid Methodologies in Traffic and Transportation Management

    Автор: Martine Labbe; Gilbert Laporte; Katalin Tanczos; P
    Название: Operations Research and Decision Aid Methodologies in Traffic and Transportation Management
    ISBN: 3642084281 ISBN-13(EAN): 9783642084287
    Издательство: Springer
    Рейтинг:
    Цена: 38992.00 р.
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    Описание: Proceeding of the NATO ASI on Operations Research and Decision Aid Methodologies in Traffic and Transportation Management held in Balatonfured, Hungary, March 10-21, 1997

    Readings in Multiple Criteria Decision Aid

    Автор: Carlos A. Bana e Costa
    Название: Readings in Multiple Criteria Decision Aid
    ISBN: 3642759378 ISBN-13(EAN): 9783642759376
    Издательство: Springer
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    Цена: 15372.00 р.
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    Описание: The second School was held in 1985 at Narnur (Belgium) and I am pleased now to present the selected readings from the "Third International Summer School on Multicriteria Decision Aid: Methods, Applications and Software", which took place in Monte Estoril (Portugal), in 1988.

    Multicriteria Methodology for Decision Aiding

    Автор: Bernard Roy, Mark R. McCord
    Название: Multicriteria Methodology for Decision Aiding
    ISBN: 1441947612 ISBN-13(EAN): 9781441947611
    Издательство: Springer
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    Цена: 36197.00 р.
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    Описание: Usually, several people (actors or stakeholders) take part in the decision process, and it is important not to confuse the one who ratifies adecision with the so-called decision maker in the decision ai ding process. This decision maker is in fact the person or the set of persons for whom or in the name of whom decision aiding effort is provided.

    Aiding Decisions with Multiple Criteria

    Автор: Denis Bouyssou; Eric Jacquet-Lagr?ze; Patrice Pern
    Название: Aiding Decisions with Multiple Criteria
    ISBN: 0792376110 ISBN-13(EAN): 9780792376118
    Издательство: Springer
    Рейтинг:
    Цена: 41787.00 р.
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    Описание: Organized around two broad themes: Graph Theory with path-breaking contributions on the theory of flows in networks and project scheduling, Multiple Criteria Decision Aiding with the invention of the family of ELECTRE methods and methodological contribution to decision-aiding which lead to the creation of Multi-Criteria Decision Analysis (MCDA).

    Decision Aid Models for Disaster Management and Emergencies

    Автор: Bego?a Vitoriano; Javier Montero; Da Ruan
    Название: Decision Aid Models for Disaster Management and Emergencies
    ISBN: 9462390452 ISBN-13(EAN): 9789462390454
    Издательство: Springer
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    Цена: 13974.00 р.
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    Описание: Disaster management is a process or strategy that is implemented when any type of catastrophic event takes place. Existing studies and approaches within disaster management have mainly been focused on some specific type of disasters with certain agency oriented.

    Intelligent Decision Aiding Systems Based on Multiple Criteria for Financial Engineering

    Автор: Constantin Zopounidis; Michael Doumpos
    Название: Intelligent Decision Aiding Systems Based on Multiple Criteria for Financial Engineering
    ISBN: 1461371104 ISBN-13(EAN): 9781461371106
    Издательство: Springer
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    Цена: 13974.00 р.
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    Описание: This book provides a new point of view on the field of financial engineering, through the application of multicriteria intelligent decision aiding systems.

    Financial Decision Aid Using Multiple Criteria

    Автор: Hatem Masri; Blanca P?rez-Gladish; Constantin Zopo
    Название: Financial Decision Aid Using Multiple Criteria
    ISBN: 3319688758 ISBN-13(EAN): 9783319688756
    Издательство: Springer
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    Цена: 16769.00 р.
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    Описание: This volume highlights recent applications of multiple-criteria decision-making (MCDM) models in the field of finance. Covering a wide range of MCDM approaches, including multiobjective optimization, goal programming, value-based models, outranking techniques, and fuzzy models, it provides researchers and practitioners with a set of MCDM methodologies and empirical results in areas such as portfolio management, investment appraisal, banking, and corporate finance, among others. The book addresses issues related to problem structuring and modeling, solution techniques, comparative analyses, as well as combinations of MCDM models with other analytical methodologies.

    Multicriteria Decision Aid Classification Methods

    Автор: Michael Doumpos; Constantin Zopounidis
    Название: Multicriteria Decision Aid Classification Methods
    ISBN: 1441952276 ISBN-13(EAN): 9781441952271
    Издательство: Springer
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    Цена: 23757.00 р.
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