<i>Fuzzy Multicriteria Decision-Making: Models, Algorithms and Applications</i> addresses theoretical and practical gaps in considering uncertainty and multicriteria factors encountered in the design, planning, and control of complex systems. Including all prerequisite knowledge and augmenting some
Multicriteria Decision Making: Advances in MCDM Models, Algorithms, Theory, and Applications
β Scribed by Bernard Roy (auth.), Tomas Gal, Theodor J. Stewart, Thomas Hanne (eds.)
- Publisher
- Springer US
- Year
- 1999
- Tongue
- English
- Leaves
- 548
- Series
- International Series in Operations Research & Management Science 21
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
At a practical level, mathematical programming under multiple objectives has emerged as a powerful tool to assist in the process of searching for decisions which best satisfy a multitude of conflicting objectives, and there are a number of distinct methodologies for multicriteria decision-making problems that exist. These methodologies can be categorized in a variety of ways, such as form of model (e.g. linear, non-linear, stochastic), characteristics of the decision space (e.g. finite or infinite), or solution process (e.g. prior specification of preferences or interactive). Scientists from a variety of disciplines (mathematics, economics and psychology) have contributed to the development of the field of Multicriteria Decision Making (MCDM) (or Multicriteria Decision Analysis (MCDA), Multiattribute Decision Making (MADM), Multiobjective Decision Making (MODM), etc.) over the past 30 years, helping to establish MCDM as an important part of management science. MCDM has become a central component of studies in management science, economics and industrial engineering in many universities worldwide.
Multicriteria Decision Making: Advances in MCDM Models, Algorithms,Theory and Applications aims to bring together `state-of-the-art' reviews and the most recent advances by leading experts on the fundamental theories, methodologies and applications of MCDM. This is aimed at graduate students and researchers in mathematics, economics, management and engineering, as well as at practicing management scientists who wish to better understand the principles of this new and fast developing field.
β¦ Table of Contents
Front Matter....Pages i-xx
Decision-Aiding Today: What Should We Expect?....Pages 1-35
Theory of Vector Maximization: Various Concepts of Efficient Solutions....Pages 37-68
Duality in Multi-Objective Optimization....Pages 69-97
Preference Relations and MCDM....Pages 99-121
Normative and Descriptive Aspects of Decision Making....Pages 123-146
Meta Decision Problems in Multiple Criteria Decision Making....Pages 147-171
Sensitivity Analysis in MCDM....Pages 173-201
Goal Programming....Pages 203-235
Reference Point Approaches....Pages 237-275
Concepts of Interactive Programming....Pages 277-304
Outranking Approach....Pages 305-333
Multi-Criteria Problem Structuring and Analysis in a Value Theory Framework....Pages 335-366
Fundamentals of Interior Multiple Objective Linear Programming Algorithms....Pages 367-396
The Use of Rough Sets and Fuzzy Sets in MCDM....Pages 397-455
Use of Artificial Intelligence in MCDM....Pages 457-499
Evolutionary Algorithms and Simulated Annealing for MCDM....Pages 501-532
Back Matter....Pages 533-538
β¦ Subjects
Operation Research/Decision Theory; Optimization
π SIMILAR VOLUMES
Scheduling and multicriteria optimisation theory have been subject, separately, to numerous studies. Since the last twenty years, multicriteria scheduling problems have been subject to a growing interest. However, a gap between multicriteria scheduling approaches and multicriteria optimisation field
<p><P>Scheduling and multicriteria optimisation theory have been subject, separately, to numerous studies. Since the last twenty years, multicriteria scheduling problems have been subject to a growing interest. However, a gap between multicriteria scheduling approaches and multicriteria optimisation
Scheduling and multicriteria optimisation theory have been subject, separately, to numerous studies. Since the last twenty years, multicriteria scheduling problems have been subject to a growing interest. However, a gap between multicriteria scheduling approaches and multicriteria optimisation field