Rough Multiple Objective Decision Making, Xu Jiuping, Tao Zhimiao
Автор: Xu Название: Rough Multiple Objective Decision Making ISBN: 1138112712 ISBN-13(EAN): 9781138112711 Издательство: Taylor&Francis Рейтинг: Цена: 12248.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
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.
Описание: The volume contains 43 (out of 185) papers that were presented at the 15th International Conference on Multiple Criteria Decision Making held in Ankara, Turkey July 10-14, 2000. The conference was one of the regular conferences of the International Society on Multiple Criteria Decision Making, which are held at approximately two-year intervals. The Ankara conference had 195 participants from 38 countries. The volume covers all relevant aspects of the field and presents the latest research results on MCDM.
Описание: Ties Multiple Criteria Decision Making (MCDM)/Multiple Objective Optimization (MO) and economics together. This volume describes how MCDM methods (goal programming) can be used in economics. It is intended for postgraduate students and researchers in economics with an OR/MS orientation or in OR/MS with an economic orientation.
Автор: Young-Jou Lai; Ching-Lai Hwang Название: Fuzzy Multiple Objective Decision Making ISBN: 3540575952 ISBN-13(EAN): 9783540575955 Издательство: Springer Рейтинг: Цена: 20263.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Methods of crisp, fuzzy and possibilistic multiple objective decision-making are systematically reviewed and classified in this volume. The reader is provided with a survey of existing methods and their application to the analysis of fuzzy programming problems.
Автор: Tzeng, Gwo-Hshiung , Huang, Jih-Jeng Название: Fuzzy Multiple Objective Decision Making ISBN: 0367379643 ISBN-13(EAN): 9780367379643 Издательство: Taylor&Francis Рейтинг: Цена: 9798.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
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 MOP models.
Focusing on the methodologies and applications of this field, Fuzzy Multiple Objective Decision Making presents mathematical tools for complex decision making. The first part of the book introduces the most popular methods used to calculate the solution of MOP in the field of multiple objective decision making (MODM). The authors describe multi-objective evolutionary algorithms; expand de novo programming to changeable spaces, such as decision and objective spaces; and cover network data envelopment analysis. The second part focuses on various applications, giving readers a practical, in-depth understanding of MODM.
A follow-up to the authors' Multiple Attribute Decision Making: Methods and Applications, this book guides practitioners in using MODM methods to make effective decisions. It also extends students' knowledge of the methods and provides researchers with the foundation to publish papers in operations research and management science journals.
Описание: This book covers theory and application of such MADM methods as Analytic Hierarchy Process, Technique for Order Preference by Similarity to Ideal Solution, VIsekriterijumsko KOmpromisno Rangiranje and more. Offers novel MADM methods, and includes computer code.
Автор: Ching-Lai Hwang; Kwangsun Yoon Название: Multiple Attribute Decision Making ISBN: 3540105581 ISBN-13(EAN): 9783540105589 Издательство: Springer Рейтинг: Цена: 11173.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The literature on methods and applications of Multiple Attribute Decision Making (MADM) has been reviewed and classified systematically. Part IV of the survey deals with the applications of these MADM methods.
Автор: Ching-Lai Hwang; Ming-Jeng Lin Название: Group Decision Making under Multiple Criteria ISBN: 3540171770 ISBN-13(EAN): 9783540171775 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Moving from a single decision maker (the consideration of Lecture Notes 164 and 186) to a multiple decision maker setting introduces a great deal of complexity into the analysis. Group decision making under multiple criteria includes such diverse and interconnected fields as preference analysis.
Автор: F.P. Hwang; Shu-Jen Chen; Ching-Lai Hwang Название: Fuzzy Multiple Attribute Decision Making ISBN: 3540549986 ISBN-13(EAN): 9783540549987 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In this monograph, the literature on methods of fuzzy Multiple Attribute Decision Making (MADM) has been reviewed thoroughly and critically, and classified systematically. The basic concepts and algorithms from the classical MADM methods have been used in the development of the fuzzy MADM methods.
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