Multiple Objective Decision Making Methods And Applications PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Multiple Objective Decision Making Methods And Applications PDF full book. Access full book title Multiple Objective Decision Making Methods And Applications.
| Author | : C.-L. Hwang |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 366 |
| Release | : 2012-12-06 |
| Genre | : Business & Economics |
| ISBN | : 3642455115 |
Download Multiple Objective Decision Making — Methods and Applications Book in PDF, ePub and Kindle
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.
| Author | : Ching-Lai Hwang |
| Publisher | : |
| Total Pages | : 0 |
| Release | : |
| Genre | : |
| ISBN | : |
Download Multiple Objective Decision Making Book in PDF, ePub and Kindle
| Author | : Alireza Alinezhad |
| Publisher | : Springer Nature |
| Total Pages | : 233 |
| Release | : 2019-08-23 |
| Genre | : Business & Economics |
| ISBN | : 3030150097 |
Download New Methods and Applications in Multiple Attribute Decision Making (MADM) Book in PDF, ePub and Kindle
This book presents 27 methods of the Multiple Attribute Decision Making (MADM), which are not discussed in the existing books, nor studied in details, using more applications. Nowadays, decision making is one of the most important and fundamental tasks of management as an organizational goal achievement that depends on its quality. Decision making includes the correct expression of objectives, determining different and possible solutions, evaluating their feasibility, assessing the consequences, and the results of implementing each solution, and finally, selecting and implementing the solution. Multiple Criteria Decision Making (MCDM) is sum of the decision making techniques. MCDM is divided into the Multiple Objective Decision Making (MODM) for designing the best solution and MADM for selecting the best alternative. Given that the applications of MADM are mostly more than MODM, wide various techniques have been developed for MADM by researchers over the last 60 years, and the current book introduces some of the other new MADM methods.
| Author | : Jie Lu |
| Publisher | : Imperial College Press |
| Total Pages | : 407 |
| Release | : 2007 |
| Genre | : Business & Economics |
| ISBN | : 1860948596 |
Download Multi-objective Group Decision Making Book in PDF, ePub and Kindle
This book proposes a set of models to describe fuzzy multi-objective decision making (MODM), fuzzy multi-criteria decision making (MCDM), fuzzy group decision making (GDM) and fuzzy multi-objective group decision-making problems, respectively. It also gives a set of related methods (including algorithms) to solve these problems. One distinguishing feature of this book is that it provides two decision support systems software for readers to apply these proposed methods. A set of real-world applications and some new directions in this area are then described to further instruct readers how to use these methods and software in their practice.
| Author | : Ching-Lai Hwang |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 274 |
| Release | : 2012-12-06 |
| Genre | : Business & Economics |
| ISBN | : 3642483186 |
Download Multiple Attribute Decision Making Book in PDF, ePub and Kindle
This mono graph is intended for an advanced undergraduate or graduate course as weIl as for the researchers who want a compilation of developments in this rapidly growing field of operations research. This is a sequel to our previous work entitled "Multiple Objective Decision Making--Methods and Applications: A State-of-the-Art Survey," (No. 164 of the Lecture Notes). The literature on methods and applications of Multiple Attribute Decision Making (MADM) has been reviewed and classified systematically. This study provides readers with a capsule look into the existing methods, their char acteristics, and applicability to analysis of MADM problems. The basic MADM concepts are defined and a standard notation is introduced in Part 11. Also introduced are foundations such as models for MADM, trans formation of attributes, fuzzy decision rules, and methods for assessing weight. A system of classifying seventeen major MADM methods is presented. These methods have been proposed by researchers in diversified disciplines; half of them are classical ones, but the other half have appeared recently. The basic concept, the computational procedure, and the characteristics of each of these methods are presented concisely in Part 111. The computational procedure of each method is illustrated by solving a simple numerical example. Part IV of the survey deals with the applications of these MADM methods.
| Author | : Ching-Lai Hwang |
| Publisher | : Springer |
| Total Pages | : 0 |
| Release | : 1979 |
| Genre | : Decision making |
| ISBN | : 9780387091112 |
Download Multiple Objective Decision Making, Methods and Applications Book in PDF, ePub and Kindle
| Author | : Vira Chankong |
| Publisher | : Courier Dover Publications |
| Total Pages | : 430 |
| Release | : 2008-02-04 |
| Genre | : Technology & Engineering |
| ISBN | : 0486462897 |
Download Multiobjective Decision Making Book in PDF, ePub and Kindle
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.
| Author | : Gwo-Hshiung Tzeng |
| Publisher | : CRC Press |
| Total Pages | : 317 |
| Release | : 2016-04-19 |
| Genre | : Business & Economics |
| ISBN | : 1466554622 |
Download Fuzzy Multiple Objective Decision Making Book in PDF, ePub and Kindle
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 M
| Author | : Ali E. Abbas |
| Publisher | : Cambridge University Press |
| Total Pages | : 787 |
| Release | : 2017-11-02 |
| Genre | : Computers |
| ISBN | : 1107161886 |
Download Improving Homeland Security Decisions Book in PDF, ePub and Kindle
Are we safer from terrorism today and is our homeland security money well spent? This book offers answers and more.
| Author | : Ching-Lai Hwang |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 416 |
| Release | : 2012-12-06 |
| Genre | : Business & Economics |
| ISBN | : 3642615805 |
Download Group Decision Making under Multiple Criteria Book in PDF, ePub and Kindle
This monograph is intended for an advanced undergraduate or graduate course of engineering and management science. as well as for persons in business. industry. military or in any field. who want an introductory and a capsule look into the methods of group decision making under multiple criteria. This is a sequel to our previous works entitled "Multiple Objective Decision Making--Methods and Applications (No. 164 of the Lecture Notes). and "Multiple Attribute Decision Making--Methods and Applications (No. 186 of the Lecture Notes). 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. The problem is no longer the selection of the most preferred alternative among the nondominated solutions according to one individual's (single decision maker's) preference structure. The analysis is extended to account for the conflicts among different interest groups who have different objectives. goals. and so forth. Group decision making under multiple criteria includes such diverse and interconnected fields as preference analysis. utility theory. social choice theory. committee decision theory. theory of voting. game theory. expert evaluation analysis. aggregation of qualitative factors. economic equilibrium theory. etc; these are simplified and systematically classified for beginners. This work is to provide readers with a capsule look into the existing methods. their characteristics. and applicability in the complexity of group decision making.
